Oligopoly Intermediation, Relative Rivalry, and the Mode of Competition

Size: px
Start display at page:

Download "Oligopoly Intermediation, Relative Rivalry, and the Mode of Competition"

Transcription

1 IDEI 818 October 2013 Olgopoly Intermedaton, Relatve Rvalry, and the Mode of Competton Stephen F. Hamlton, Phlppe Bontems and Jason Lepore 7

2 Olgopoly Intermedaton, Relatve Rvalry, and the Mode of Competton Stephen F. Hamlton Calforna Polytechnc State Unversty San Lus Obspo Phlppe Bontems Toulouse School of Economcs (GREMAQ, INRA, IDEI) Jason Lepore Calforna Polytechnc State Unversty San Lus Obspo October 15, 2013 Abstract Polcy desgn n olgopolstc settngs depends crtcally on the mode of competton between frms. We develop a model of olgopoly ntermedaton that reveals the mode of competton to be an equlbrum outcome that depends ontherelatvedegreeofrvalrybetweenfrms n the upstream and downstream markets. We examne two forms of sequental prcng games: Purchasng to stock (PTS), n whch frms select nput prces pror to settng consumer prces; and purchasng to order (PTO), n whch frms sell forward contracts to consumers pror to selectng nput prces. The equlbrum outcomes of the model range between Bertrand and Cournot dependng on the relatve degree of rvarly between frms n the upstream and downstream markets. Prces are strategc complements and the equlbrum prces concde wth the Bertrand outcome when the markets are equally rvalrous, whle prces are strategc substtutes when the degree of rvalry s suffcently hgh n one market relatve to the other. Cournot outcomes emerge under crcumstances n whch prces are strategcally ndependent n ether the upstream or downstream market. We derve testable mplcatons for the mode of competton that depend only on prmtve condtons of supply and demand functons. JEL Classfcaton: L13, L22, F13 Keywords: Olgopoly; Intermedaton; Strategc Pre-commtment; Polcy. Correspondence to: S. Hamlton, Department of Economcs, Orfalea College of Busness, Calforna Polytechnc State Unversty, San Lus Obspo CA Voce: , FAX: , emal: shamlto@calpoly.edu. Part of ths paper was wrtten whle Stephen F. Hamlton was vstng the Toulouse School of Economcs and the author thanks members of that department for ther hosptalty. We are ndebted to Robert Innes and Rchard Sexton for nvaluable advse on an earler draft of the paper, and thank semnar partcpants at UC Berkeley, Toulouse School of Economcs, the Unversty of Nebraska and the Unversty of Kel for helpful comments. 1

3 1 Introducton An obstacle to dervng polcy mplcatons from the olgopoly model s the senstvty of strategc pre-commtment devces to the mode of competton. As observed by Fudenberg and Trole (1984) and Bulow, Geanakoplos, and Klemperer (1985), the strategc underpnnngs of the olgopoly model depend fundamentally on the manner n whch frms choce varables alter the margnal proft expressons of rvals, a feature that has essental mplcatons for the desgn of effectve polcy. For strategc trade polcy, export subsdes are optmal when frms choce varables are strategc substtutes (Brander and Spencer 1985); however, export taxes are optmal when frms choce varables are strategc complements (Eaton and Grossman 1986). For strategc delegaton between the owner and manager of a frm, the optmal contract overcompensates sales when frms compete n strategc substtutes, but overemphaszes cost when agents compete n strategc complements (Fershtman and Judd 1987, Sklvas 1987). For contracts between vertcally-algned supplers, the optmal contract nvolves lump sum transfers from manufacturers to retalers when retalers compete n strategc complements (Shaffer 1991), but nvolves negatve lump sum payments when retalers compete n strategc substtutes (Vckers 1985). 1 In ths paper, we develop a model of olgopoly ntermedaton that generates testable hypotheses on the mode of competton. We frame our model around duopoly ntermedares who purchase an nput from a common upstream market and sell fnshed goods n a common downstream market. Both the nput and output prces selected by olgopoly frms are strategcally nterdependent, so that a prcng strategy pursued by a frm n one market, for nstance a prce promoton on the fnshed good desgned to ncrease market share, has mplcatons for both the supply and demand condtons facng the rval. The ntermedated olgopoly model provdes a convenent way to represent strategc nteracton between frms: It reduces to the 1 The mode of competton of the olgopoly model also has mportant mplcatons for frst-mover advantage n sequental games between frms. It has been recognzed snce von Stackelberg (1934) that advantage goes to the frst-mover when choce varables are strategc substtutes; however, beng the frst-mover s dsadvantageous when frms compete n strategc complements (Gal-Or 1985). 2

4 usual olgopoly (olgopsony) model when the supply (demand) functon s nfntely elastc, yet encompasses general forms of strategc nteracton when prces are nterdependent n both supply and demand functons. We characterze the strength of the olgopoly prcng nteracton between frms n the upstream and downstream markets n terms of the degree of market rvalry. The products procured and produced n each market are dfferentated, as would be the case when manufacturers rely on specalzed nputs to produce branded consumer goods, and a greater extent of product dfferentaton softens the degree of market rvalry. Our settng thus extends Stahl s (1988) analyss of the ntermedated olgopoly model to dfferentated product markets. We follow Stahl (1988) n examnng two forms of sequental prce competton: () purchasng to stock (PTS), n whch the frms select nput prces pror to settng output prces; and () purchasngtoorder (PTO), n whch the frms sell forward contracts to consumers pror to selectng nput prces. Our observatons on the mode of competton depend crtcally on the relatve degree of market rvalry n the upstream and downstream markets. We defne the relatve rvalry of the upstream market to be the dfference (n absolute terms) between the rato of the cross-prce to own-prce elastcty of supply and the rato of cross-prce to own-prce elastcty of demand. It s a measure of the relatve strength of the olgopoly nteracton at each pont of market contact between frms. If the cross-prce elastcty s zero n a market (the monopoly case), the market s non-rval, whereas f the rato of cross-prce elastcty to own-prce elastcty s approxmately one n a market (the case of commodtzed products), the market s hghly rvalrous. Markets are equally rvalrous when there s no dfference n the ntensty of the olgopoly nteracton n the upstream and downstream markets, as would be the case n the homogeneous product settng consdered by Stahl (1988). Our man results can be summarzed as follows. Frst, we fnd that an outcome of Bertrand merchants emerges only under crcumstances n whch the upstream and downstream markets are equally rvalrous. Such an outcome occurs rrespectve of 3

5 the degree of product dfferentaton n each market. Thus, our analyss reveals the underpnnng of the Stahl (1988) outcome of Bertrand merchants to be determned by the relatve degree of market rvalry rather than the absolute degree of rvalry n the upstream and downstream markets. Second, we show frm profts to be greater under PTS than under PTO when the downstream market s relatvely rvalrous, whereas the PTO outcome Pareto domnates the PTS outcome n terms of frm and ndustry profts when the upstream market s relatvely rvalrous. In ether case, settng prces n the less rvalrous market serves as a pre-commtment devce for prces n the more rvalrous market, provdng frms wth the ablty to soften prce competton n the market where the degree of olgopoly nteracton s most ntense. Thrd, we demonstrate that when one market s more rvalrous than the other, prces can be ether strategc complements or strategc substtutes dependng on the relatve degree of market rvalry. As the relatve degree of market rvalry ncreases, the equlbrum outcome under PTS and PTO converges to Cournot as prces become strategcally ndependent n the less rvalrous market. For the PTS game, ths result relates to the fndng of Kreps and Schenkman (1983) that the Cournot outcome emerges n a two-stage game where frms frst choose capacty and then select prces. In general, the PTS game dffers from the settng consdered by Kreps and Schenkman (1983) n the sense that frms supply functon n the upstream nput (capacty) market have rval s nput prces as arguments; however, the models are somorphc when each frm has monopsony control of an ndependent upstream market. Fourth, we provde condtons under whch our observatons on olgopoly ntermedaton are robust to nventory-holdng behavor n symmetrc markets wth lnear supply and demand functons. Our analyss thus formally extends the fndng of Kreps and Schenkman (1983) to markets wth dfferentated products and nterdependent upstream markets. Fnally, we expand our analyss of sequental prcng outcomes to an extended 4

6 game n whch frms frst choose the tmng of prcng decsons pror to selectng prces. For the case of symmetrc markets wth lnear supply and demand functons, we verfy that the Pareto domnant outcomes n the prcng sub-game represent equlbrum strateges n the extended game. Namely, under crcumstances n whch ndustry profts are largest under PTS (PTO), we show that such a prcng strategy s also the equlbrum outcome of the extended game. Our observatons are related to prevous research by Magg (1996) that endogenzes the mode of competton n the olgopoly model. 2 In Magg s (1996) model, frms make capacty commtments before tradng occurs n a downstream nternatonal market, but can subsequently relax ther pror capacty commtments subject to an ex post adjustment cost parameter. Ths sequental capacty adjustment process produces a contnuum of outcomes that spans the modes of competton between Bertrand and Cournot accordng to the cost of capacty adjustment. Our model departs from ths framework by specfyng olgopsony nteracton n the nput (capacty) market n place of ex post adjustment cost. An advantage of our approach s that t results n testable hypotheses on the mode of competton that are readly estmable from market data. We llustrate the polcy mplcatons of the model for the case of a contract between a prncple (a domestc trade authorty, a frm, or a controllng shareholder) and an agent(a domestc frm, a suppler/consumer, or a manager) that mposes a unt tax or subsdy on the nput procured from the upstream market. We show that the optmal contract to maxmze olgopoly profts nvolves taxng the nput when the upstream and downstream markets are relatvely equal n terms of rvalry, but subsdzng the nput when the degree of relatve rvalry s suffcently large. numercally characterze these polcy outcomes for perturbatons n the relatve degree of market rvalry under lnear supply and demand condtons and show that the optmal value of the polcy varable follows an nverted u-shaped pattern: As the 2 We follow the conventon of Magg (1996) n characterzng the mode of competton accordng to whether prces are strategc substtutes or strategc complements n the olgopoly model. We 5

7 upstream market becomes ncreasngly rvalrous, the optmal polcy swtches from a subsdy to a tax under PTS before revertng back to a subsdy under PTO. The remander of the paper s structured as follows. In the next Secton we present the model and characterze equlbrum prces under PTS and PTO. In Secton 3, we compare the outcomes for frm and ndustry profts and classfy the Pareto domnant Nash equlbrum accordng to the relatve degree of rvalry n the upstream and downstream markets. In Secton 4, we extend these outcomes to consder nventoryholdng behavor and games wth endogenous tmng under symmetrc market condtons wth lnear supply and demand functons. In Secton 5, we derve the mode of competton n the lnear model and characterze condtons for prces to be strategc substtutes that depend only on observed market prces and estmable supply and demand elastctes n a gven ndustry. In Secton 6, we numercally llustrate the mplcaton of our fndngs for the case of vertcal contracts between frms and ther upstream supplers, and n Secton 7, we conclude. The proofs of all Propostons appear n the Appendx. 2 The Model We consder duopoly ntermedares who compete aganst each other n prces. The frms purchase dfferentated stocks ( nputs ) from supplers n an upstream market, and sell fnshed products ( outputs ) derved from the nputs to consumers n a downstream market. Both nput supplers and consumers are prce-takng agents n ther respectve markets. To clarfy the mplcatons of the model for olgopoly prcng outcomes, we consder fxed proportons technology. Specfcally, lettng x denote the quantty of the nput purchased n the upstream market by frm {1, 2}, we scale unts such that y = x denotes the quantty of the output sold by the frm n the downstream market under crcumstances where nventory s not held. Products n each market are dfferentated, and the degree of rvalry between frms potentally dffers at ther ponts of contact n the upstream and downstream markets accordng to the ntensty of cross-prce 6

8 effects between frms n each market. One nterpretaton of the nature of product dfferentaton n the model s that demand and supply functons depend on the spatal locaton of supplers, consumers, and frms. Another nterpretaton s that the frms requre specalzed nputs to produce dfferentated consumer goods. Let p =(p 1,p 2 ) denote the vector of output prces n R 2. Consumer demand for product s gven by D = D (p), (1) where D s n the class of smooth functons on R 2. We assume D D / p < 0 and Dj D / p j 0, where the latter condton confnes attenton to the case of substtute goods. We restrct output prces to P =[0, p] [0, p], a convex and compact subset R 2,wherep>0 s a symmetrc prce such that D (p, p) =0for all p p and D (p, p) > 0 for all p [0, p). Let w =(w 1,w 2 ) denote the vector of nput prces. The supply functon facng frm n the upstream market s S = S (w), (2) where S s n the class of smooth functons on R 2 and S S / w > 0 and Sj S / w j 0 (.e., products n the upstream market are substtutes). As no frm can earn postve rents wth an nput prce greater than ts output prce, we accordngly restrct nput prces to be n P. Throughout the paper, we assume that the drect effect of a prce change outweghs the ndrect effect n each market; that s, D Dj j D j Dj > 0 and Σ S Sj j S j Sj > 0. These condtons ensure that the system of demand and supply equatons s nvertble. In Secton 4.2, we derve suffcent condtons for no strategc nventory-holdng behavor. For now, we streamlne the exposton of equlbrum outcomes under PTS and PTO by suppressng nventory-holdng behavor and the destructon or removal of goods. Wthout the possblty of holdng nventory, the demand and supply functons 7

9 facng each frm are lnked by the materal balance equatons, D(p) =S(w). (3) There are two mportant subgames we defne below: the PTS game and the PTO game. In the PTS game, the two frms smultaneously and ndependently choose ther nput prces. Gven that the frms are not able to hold nventory, the unque set of output prces assocated wth the nput prce par w =(w 1,w 2 ) are determned by condton (3), whch we denote by p(w). Frm s proft ntheptsgames π,s (w) = p (w) w S (w) F, {1, 2}, where F denotes fxedcosts,aportonofwhchmaybesunk. 3 To guarantee exstence and unqueness of the PTS equlbrum, we mpose the followng regularty condtons on profts. Axom 1 π,s (w) < 0, andπ,s (w)+π,s j (w) < 0 for all w P and {1, 2}. In the PTO game,the two frms smultaneously and ndependently choose ther output prces. We assume that frms must fll all orders and cannot hold forward contracts as nventory. As a consequence, the unque set of nput prces are determned by condton (3) under PTO as w(p). Frm s proft n the PTO game s π,o (w) = p w (p) D (p) F, {1, 2}, We mpose the followng regularty condton on profts under PTO. Axom 2 π,o (p) < 0, andπ,o (p)+π,o j (p) < 0 for all p P and {1, 2}. At tmes, we wsh to compare equlbrum prces under PTS and PTO to those that emerge under the two-sded Cournot game n whch quantty choces determne both upstream and downstream market prces at once. To do so, we defne 3 It s straghtforward to show that contnuty and dfferentablty of the the supply and demand functons mply that π,s s also n the class of smooth functons on R 2. 8

10 nverse demand and nverse supply from equatons (1) and (2) as P (y) and W (y), respectvely. The proft of frm under Cournot competton s gven by π,c (y) = P (y) W (y) y F, {1, 2}, (4) where y = (y 1,y 2 ) denotes the vector of retal (and wholesale) quanttes under quantty competton. To facltate comparson of the PTS and PTO equlbrum wth the Cournot outcome, we make the followng assumptons about the Cournot proft functons. Axom 3 π,c and {1, 2}. (y) < 0, andπ,c (y)+π,c j (y) < 0 for all y [0,D(0, p)] [0,D(0, p)] Ths assumpton guarantees exstence and unqueness of equlbrum n the Cournot game. In addton, we assume that the collectve proft s strctly concave n symmetrc quanttes. Axom 4 π,c (y)+2π,c j (y)+π,c jj (y) < 0 for all symmetrc y (y 1 = y 2 ). As a convenent benchmark for ths analyss, we frst examne the case n whch frms smultaneously select prces n the upstream and downstream markets. Throughout the paper, we refer to ths object as the Bertrand outcome. 2.1 Bertrand Outcomes Consder the case n whch frms select prces smultaneously n the upstream and downstream markets. Frm seeks to maxmze profts π,b (p, w) =p D (p) w S (w) F, {1, 2} (5) subject to the nventory constrant (3). Evaluatng the frst-order condtons wth respect to w and p, we descrbe the Bertrand outcome n the sense of Stahl (1988) as the smultaneous soluton to p w = S (w) S (w) D (p) {1, 2}, (6) (p), D 9

11 where subscrpts refer to partal dervatves. Smultaneously solvng equatons (6) subject to the nventory constrant (3) yelds the Bertrand prces, whch we defne n the symmetrc case as (w B,p B ). For future reference, t s helpful to express the symmetrc prce-cost margn of Bertrand merchants as p B w B = pb ε d o + wb ε s. (7) o 2.2 Relatve Rvalry The concept of relatve rvalry s mportant for the analyss to follow. We defne the relatve rvalry of markets as a measure of the strength of the olgopoly nteracton n the upstream market relatve to the downstream market, where a more rvalrous market s one n whch a change n the nput (output) prce selected by a frm leads to a greater change n supply (demand) for the rval. Focusng on the symmetrc market equlbrum, we descrbe the relatve rvalry of markets n terms of supply and demand elastctes. Specfcally, let ² s = εs c ε s o rato of cross-prce elastcty of supply (ε s c = Sj w j S supply (ε s o = S w S > 0), and let ² d = εd c ε d o elastctes n the downstream market, where ε d c = D j < 1 denote the absolute value of the > 0) to own-prce elastcty of < 1 denote the correspondng rato of demand p j D p > 0 and ε d o = D > 0. D Defnton 1 The relatve rvalry of the upstream market s gven by Θ = ² s ² d. We measure the relatve rvalry of the upstream market accordng to equlbrum values for the prces n the Bertrand outcome descrbed above. We refer to the upstream market as beng more rvalrous than the downstream market when Θ > 0, the downstream market as beng more rvalrous than the upstream market when Θ < 0, and the markets as beng equally rvalrous when Θ =0. We are now ready to examne the equlbrum outcomes of the ntermedaton model under two forms of sequental prcng behavor: () PurchasngtoStock(PTS); and () PurchasngtoOrder(PTO). 10

12 2.3 Purchasng to Stock (PTS) In the purchasng to stock (PTS) game, frms frst select nput prces and acqure stocks n the upstream market, and then subsequently select output prces for fnshed goods n the downstream market. Let w =(w 1,w 2 ) denote the vector of nput prces selected by the frms and let p (w) and p j (w) denote the assocated output prces mplctly defned by equatons (3). Under PTS, frm selects w to maxmze profts, π,s (w,w j )= p (w) w S (w) F, {1, 2}, (8) where F denotes fxed costs, a porton of whch may be sunk. The frst-order necessary condton for a proft maxmum s π,s (p (w) w )S (w)+(p (w) 1)S (w) =0, {1, 2}. (9) The effectofannputprcechangebyfrm on output prces can be derved by totally dfferentatng equatons (3). Holdng dw j =0,thsyelds " # D Dj dp S = dw dp. j D j D j j S j It follows that p (w) p w = Dj j S D j Sj < 0 p j pj (w) w = D Sj Dj S. (10) Equaton (2.3) represents the own-prce effect of an ncrease n the nput prce on the output prce of frm. Ths term s negatve. When frm rases hs nput prce, the frm procures a greater quantty of the nput, and ths drves down the frm s output prce and narrows hs prce-cost margn. Equaton (10) s the cross-prce effect of a nput prce ncrease by frm on the output prce of the rval frm j. The sgn of ths term s mportant for the results to follow. Frm j responds to a hgher nput prce by frm (dw > 0) byncreasng 11

13 hs output prce (dp j > 0) whenever D Sj >Dj S, and otherwse holds constant or decreases hs output prce. Under PTS, a change n a frm s nput prce has two offsettng effects on the output prce of the rval. The frst effect s the supply effect, D Sj dw 0. Selectng a hgher nput prce bds stocks away from the rval n the upstream nput market, whch leads to an nward shft of the rval s supply functon. The supply effect reduces the rval s procurement of the nput, thereby reducng the quantty sold n the downstream market by frm j and rasng the rval s output prce. The second effect s the demand effect, D j S dw 0. A rse n the nput prce of frm rases nput procurement for frm n the upstream market, leadng to a commensurate ncrease n producton and sales for frm n the downstream market and a decrease n p. The demand effect results n an nward shft of the rval s demand functon, placng downward pressure on p j. The relatve magntude of the supply and demand effects depends on the relatve rvalry of the upstream market. When products n the downstream market are commodtzed, for example, the demand effect domnates the supply effect, as total output would rse followng a unlateral ncrease n the nput prce of one frm, floodng the downstream market wth fnshed goods. In the symmetrc market equlbrum (D = D j,s = S j,p 1 = p 2 = p, w 1 = w 2 = w), the cross-prce effect n equaton(10) can be expressed n terms of relatve rvalry as p j (w) s = Θ, where s = denotes equal n sgn. Under crcumstances n whch the upstream market s relatvely rvalrous (Θ > 0), an ncrease n the nput prce by frm ncreases the output prce of frm j. When the downstream market s relatvely rvalrous (Θ < 0), an ncrease n the nput prce by frm decreases the output prce of frm j, and for an equal degree of rvalry, Θ =0, the output prce of frm j s ndependent of the nput prce selecton of frm. Relatve rvalry has essental strategc mplcatons for the olgopoly model. To 12

14 see ths, note that S (w,w j )=D (p (w),p j (w)) under the nventory constrant (3). Dfferentatng ths expresson wth respect to w and droppng arguments for notatonal convenence, we have S = D p + D jp j. When frm ncreases hs nput prce n the upstream market, ths leads to a drect ncrease n the output sold by frm, D p > 0. But the nput prce ncrease also facltates a strategc response by the rval frm, Dj pj 0, the sgn of whch depends on p j (and thus on Θ). Specfcally, frm perceves a smaller supply response to a rse n w when Θ < 0, whch dampens the value of an nput prce ncrease. Thus, engagng n PTS behavor serves as a commtment devce to refran from ncreasng nput prces when Θ < 0. It s of course n the nterest of both frms to mantan lower nput prces n the upstream market, as ths supports correspondngly hgher output prces n the downstream market and hgher prce-cost margns, makng sequental prcng behavor under PTS a facltatng practce whenever Θ < 0. The equlbrum under PTS s determned by the smultaneous soluton of equatons (9). Let w s =(w1 s,ws 2 ) denote the equlbrum nput prce vector that solves these equatons and let p s =(p s 1,ps 2 ) denote the assocated vector of equlbrum output prces mpled by equatons (3). The equlbrum prce-cost margn for symmetrc frms can be wrtten p s w s = k s ps ε d o + ws ε s, (11) o where k s =1+ Dj Dj j Θ. Notce that the second term on the rght-hand sde of equaton (11) s dentcal to the second term on the rght hand-sde of equaton (7), but that the frst term dffers from the Bertrand margn. Playng PTS ntroduces a weght on the demand-sde porton of the equlbrum prce-cost margn that jontly accounts for the relatve rvalry of the upstream market. By nspecton, k s > 1 f and only f Θ < 0. That s, equlbrum prce-cost margns are hgher for frms n the PTS 13

15 game than n the Bertrand outcome when the upstream market s less rvalrous than the downstream market (Θ < 0). The ntuton for ths fndng s qute clear: When Θ < 0, a decrease n the nput prce by a frm facltates an ncrease n the rval s output prce, thereby softenng prce competton n the downstream market. In Secton 3, we provde a more complete comparson of PTS and the Bertrand outcomes. Before turnng to ths analyss, we derve the market equlbrum for the remanng case of PTO. 2.4 Purchasng to Order (PTO) Suppose the frms sell forward contracts for delvery of fnshed goods to consumers pror to procurng nputs n the upstream market. Forward contracts are wdely used n practce, ncludng mported goods sold to retal dstrbutors and a sgnfcant porton of wholesale trade (Stahl 1988). Let p =(p 1,p 2 ) denote the vector of output prces selected by the frms and let w (p) and w j (p) denote the assocated nput prces defned by equatons (3). In the PTO game, frm selects hs output prce to maxmze profts of π,o (p,p j )= p w (p) D (p) F, {1, 2}. The frst-order necessary condton for a proft maxmum s π,o (p w (p))d (p)+(1 w (p))d (p) =0, {1, 2}. (12) We evaluate the PTO equlbrum by proceedng as above. Makng use of the mplct functon theorem on equatons (3) gves the nput prce responses w (p) w p = D Sj j Dj S j Σ < 0 (13) w j wj (p) p = Dj S D Sj Σ. (14) Equaton (13) measures the own-prce effect of an ncrease n the output prce, and equaton (14) measures the cross-prce effect of a output prce change by frm on the nput prce selected by frm j. As n the case of PTS, the sgn of the cross-prce 14

16 effect depends on the relatve magntude of the supply effect, D Sj dp 0, andthe demand effect, D j S dp 0. Notce that the cross-prce effect n equaton (14) always takes the opposte sgn of the cross-prce effect n equaton (10); that s, p j (w) = s w j (p). Under condtons nwhchanncreasenafrm s nput prce ncreases the output prce of hs rval n the PTS game, an ncrease n the output prce decreases the nput prce of hs rval n the PTO game. In the symmetrc market equlbrum (D = D j,s = S j,p 1 = p 2 = p, w 1 = w 2 = w), w j (p) s = Θ. The equlbrum under PTO s determned by the smultaneous soluton of equatons (12). Defne the equlbrum output prce vector that solves these equatons as p o =(p o 1,po 2 ) and the assocated vector of equlbrum nput prces as wo =(w o 1,wo 2 ). The equlbrum prce-cost margn for symmetrc frms can be wrtten p o w o = po ε d o + k o wo ε s. o where k o =1 Sj Sj j Σ Θ. Inspecton of ths term reveals that ko > 1 f and only f Θ > 0. Equlbrum prce-cost margns are hgher n the PTO game than n the Bertrand outcome when the upstream market s relatvely rvalrous (Θ > 0). The reason s that a rse n the output prce by a frm decreases the nput prce set by hs rval when Θ > 0, whch facltates hgher prce-cost margns. 3 Equlbrum Outcomes In ths Secton we compare frm profts n the PTS and PTO games to the Bertrand outcome and dentfy Pareto domnant strateges n the symmetrc market equlbrum. To do so, we consder the symmetrc Bertrand prces (w B,p B )andexamne multlateral defectons from the Bertrand outcome that ncrease the profts of frms. 4 4 Wth slght abuse of notaton, we wrte demand, supply, and proft as functons of the scalar values of nput and output prces n the symmetrc equlbrum. 15

17 3.1 PTS Versus PTO Consder frst the PTS game. Evaluatng the nput prce condton (9) at the symmetrc Bertrand values (w B,p B )gves π,s (w B,p B ) Ã D j j S D j Sj 1! µ S S D D. Makng use of the market-clearng condton (3) and factorng terms yelds π,s (w B,p B ) S Dj S Θ = s Θ, where all terms are evaluated at (w B,p B ). In the PTS game, frms select hgher nput prces than the symmetrc Bertrand level when Θ > 0 and select lower nput prces when Θ < 0. Proceedng smlarly n the case of PTO, evaluatng the output prce condton (12) at the symmetrc Bertrand poston (w B,p B )gves π,o (w B,p B ) D D S j Σ Θ = s Θ. In the PTO game, frms select hgher output prces than the symmetrc Bertrand level when Θ > 0 and set lower output prces when Θ < 0. Proposton 1 For the ntermedated olgopoly model: () If Θ =0the equlbrum market outcome under ether PTO or PTS s Bertrand () If Θ > 0 (< 0) the Pareto domnant equlbrum s PTO (PTS). In Stahl s (1988) model, ntermedares compete n homogeneous product markets (Θ =0), and an outcome wth Bertrand merchants emerges under both PTO and PTS. Proposton 1 extends ths outcome to encompass any market that satsfes Θ =0. Thus, the Bertrand outcome represents an envelope of olgopoly equlbra characterzed by equal degrees of rvalry n the upstream market and downstream market. The essental underpnnng of the Bertrand outcome s that frms nput (output) prce choces are ndependent of the resultng output (nput) prces selected 16

18 by the rval. Ths outcome depends on the relatve degree (rather than the absolute degree) of market rvalry. When Θ 6= 0, frm profts are larger n the symmetrc equlbrum n cases where the frms enjoy wder prce-cost margns. Under crcumstances where the downstream market s relatvely rvalrous (Θ < 0), the PTS game facltates ths outcome, because the rval responds to a lower nput prce by selectng a hgher output prce n equaton (10). Equlbrum prce-cost margns and profts are accordngly hgher under PTS than under Bertrand. Under crcumstances where the upstream market s relatvely rvalrous (Θ > 0), profts are hgher n the PTO game, as the rval frm responds to a hgher output prce n ths case by selectng a lower nput prce n equaton (14). In ether case, the Pareto domnant equlbrum nvolves selectng prces n the relatvely less rvalrous market as a facltatng practce to soften prce competton n the remanng market. The anatomy of the ntermedated olgopoly model can be llustrated by descrbng crcumstances n whch playng the PTS (PTO) game produces Cournot outcomes. In the followng secton we characterze the Cournot equlbrum and derve formal condtons under whch the PTS and PTO games produce Cournot outcomes. 3.2 Cournot Outcomes The Cournot outcome s characterzed by maxmzng expresson (4) wth respect to y.thefrst-order necessary condton for a maxmum s µ π,c P (y) =P W + W y =0, y y {1, 2}. (15) Smultaneously solvng equatons (15) n the symmetrc equlbrum gves the equlbrum quantty, y C = y C 1 = yc 2, whch can be used to recover the symmetrc Cournot equlbrum prces (w C,p C ). Proposton 2 The Cournot outcome emerges n the PTS game when ² s =0and n the PTO game when ² d =0. 17

19 Proposton 2 clarfes the essental fndng of Kreps and Schenkman (1983) as an outcome that depends on the strategc ndependence of prces n the upstream nput (capacty) market n the PTS game. The Cournot outcome also emerges n the PTO game when the output prces of frms are strategcally ndependent. In the followng secton, we llustrate the robustness of these outcomes by consderng crcumstances n whch frms can hold nventores. To see the ntuton for Proposton 2, consder the prce-cost margns under Cournot n the symmetrc market equlbrum. Makng use of equatons (2.3) and (13), the symmetrc equlbrum prce-cost margn can be wrtten as p C w C = ε d o p C 1 ² 2 d + w C ε s o (1 ² 2 s). (16) The essental dfference between ths outcome and the outcome under PTS and PTO s that quantty-settng frms jontly consder the strategc effect of a quantty ncrease on rasng ther procurement cost n the upstream market and on reducng ther sales revenue n the downstream market. In contrast, frms n the PTS equlbrum, who set prces sequentally n the upstream market pror to selectng prces n the downstream market, can consder only the mplcaton of ther frst-stage nput prce choce on ther subsequent level of sales. When prces n the upstream market are strategcally ndependent, ² s =0, however; the only nteracton that remans wth the rval n ths case occurs through the nterdependence of prces n the downstream olgopoly market, so that the nablty of the frm to account for the strategc nterdependence of nput prces n the upstream market no longer has any consequence. When ² s =0, the second term on the rght-hand sde of equaton (16) reduces to wc ε s o and the weght on the demand-sde porton of the equlbrum prce-cost margn n the PTS game reduces to k s = 1, resultng n the Cournot outcome. For a smlar 1 ² 2 d reason, the PTO game results n the Cournot olgopsony outcome when prces are strategcally ndependent n the downstream market, ² d =0. 18

20 4 Model Extensons In ths Secton we consder two extensons of the model. We frst extend the game structure to a settng n whch frms endogenously select the tmng of ther prcng decsons from the choce set {PTS,PTO} pror to choosng prces. We then extend the model to consder nventory-holdng behavor by allowng the supply procured by each frm to exceed demand n equatons (3). For each extenson, we examne the symmetrc market equlbrum under condtons of lnear supply and demand. Specfcally, we consder the lnear specalzaton, D (p) =max{a bp + cp j, 0}, (17) S (w) =max{βw γw j, 0}, (18) where =1, 2, 6= j, andwherea, b, β > 0 and c, γ 0 are postve constants. We restrct the each frm s prces to the nterval [0,P], wherep 2a/(b c). Demand (supply) condtons reduce to local monopoly (monopsony) markets when c =0( γ = 0) and products n the downstream (upstream) market become ncreasngly commodtzed as c b (γ β). 4.1 Endogenous Tmng Our observatons above on the proft motveoffrms to select prces sequentally n ntermedated olgopoly markets rases the queston of whether such behavor s also an equlbrum strategy n settngs where coordnaton on tmng s not possble pror to selectng prces. Here, we extend the game structure to a settng n whch frms frst choose whether to engage n PTS or PTO pror to selectng prces n each market. Consder the followng three stage game. In stage 1, frms select the tmng of ther prcng decsons from the choce set {PTS,PTO}. In stage 2, frms select prces ntherelevantsubgameaccordngtothetmng of prcng decsons determned n stage 1. The frms face symmetrc market condtons n the second stage accordng to the demand and supply functons n equatons (17) and (18). 19

21 PTS 1 PTO 1 S j S j j S j S j j PTS 2 PTO 2 Dj k s Sj k o Dj, Sj D j j S j j D j j S j j Dj k s, Sj D j j S j j Dj D j j k s, Sj k o Dj S j j D j j S j S j j k o Dj D j j Dj k s D j j, Sj k o Dj S j j D j j Table 1: Prce-Cost Margns for Frms n Response to Tmng Choces Our comparson of stage 2 outcomes nvolves examnng equlbrum prces under several possble alternatves: () frm plays PTS whle frm j plays PTO; () both frms play PTS; and () bothfrms play PTO. We have completely characterzed the equlbrum outcomes of the latter two subgames and we turn here to cases n whch frms select asychronous prces (PTS, PTO). Our analyss of the extended game s more transparent when makng use of the followng, general result. Proposton 3 The selecton of a gven tmng strategy {PTS,PTO} by frm provdes the rval frm j wth an equlbrum prce-cost margn that corresponds wth the strategy selected by frm. Table 1 descrbes the dfferent possbltes for the equlbrum prce cost margn for frm j dependng on the frm s strategy. The entres n Table 1 have mportant strategc mplcatons n the lnear case. Recall that k o = 1 S j Sj j Σ Θ and ks = 1+ Dj Dj j Θ. These terms are constant under lnear demand and supply functons n equatons (17) and (18). If frm defects from the PTO game to play PTS, the defecton has no mplcatons for frm s prce-cost margn, whch remans at the PTO level; however, rval frm j responds to the ntal nput prce selected by frm by adjustng hs prce-cost margn. In equlbrum, frm j selects the wder prce-cost margn of the PTS game when Θ < 0. The wder equlbrum prce-cost margn that emerges for the PTO player n the (PTS, PTO) subgame subsequently ncreases the volume of sales for the PTS player at the PTO equlbrum prce-cost margn, makng the choce of PTS a facltatng practce. The opposte s true defectng from PTS to the PTO subgame s a facltatng practce when Θ > 0. 20

22 Now consder the outcome for profts under the system of equatons (17) and (18). Evaluatng the symmetrc pay-off matrx n the frst stage of the game yelds: Proposton 4 Under lnear supply and demand condtons: () (Bertrand,Bertrand) s an equlbrum f and only f Θ =0; () (PTS,PTS) s the unque equlbrum of the game when Θ < 0; and () (PTO,PTO) s the unque equlbrum of the game when Θ > 0. The ntuton for ths result s that the choce of tmng allows frms to employ prces n the relatvely less rvalrous market to serve as a facltatng practce to soften prce competton n the more rvalrous market. When Θ < 0, afrm that chooses to play PTS causes hs rval to adjust hs prce-cost margn upward n equlbrum, because k s > 1. Moreover, as demonstrated by the entres n Table 1, ths adjustment occurs rrespectve of the tmng of prce-settng behavor chosen by the rval frm. The larger prce-cost margn selected by the rval frm benefts the frm playng PTS, and as a result, both frms select PTS n the frst stage of the game. A comparable outcome occurs when Θ > 0, allowng both frms to coordnate on PTO. Before examnng outcomes wth nventory-holdng behavor, t s worthwhle to consder the case n whch nput prces are strategcally ndependent n the upstream market, ² s =0. When ² s =0, (PTS, PTS) s the unque equlbrum outcome n the lnear case and the margn adjustment by each frm s k s =1+(D j )2 /. The unque equlbrum outcome of the game s Cournot. If the frms nstead engaged n PTO, k o reduces n ths case to k o =1, and the PTO equlbrum would produce the Bertrand outcome. As n Kreps and Schenkman (1983), the frms would wsh to defect from selectng output prces that result n Bertrand profts by frst commttng to the purchase of stocks ( capacty ), whch results n the Cournot outcome. 4.2 Inventory-Holdng Now consder a settng n whch nventory-holdng behavor s possble. For expostonal clarty, we lmt our attenton to market condtons that satsfy Θ < 0, whch 21

23 provdes strategc ncentves for PTS to emerge as the unque equlbrum outcome n the case where holdng nventory s not possble. Analogous condtons apply for PTO n settngs where forward contracts do not represent bndng commtments to delver fnshed goods to consumers n the downstream market. 5 Suppose stocks procured from the upstream nput market n the PTS game can be freely dsposed. The possblty of free dsposal of nputs relaxes the nventory constrant n equaton (3), whch becomes D (p) S (w) for =1, 2. To study the prcng subgame wth fxed supples and potentally slack nventory constrants, we follow Kreps and Schenkman (1983) and assume that resdual demand s effcently ratoned. We then characterze the proftablty of defecton strateges from the no-nventory equlbrum. Ths analyss results n the followng: Proposton 5 The nventory constrant n equaton (3) s always bndng when 6 P j (y)s j (w) 1+εs o. (19) The mplcaton of Proposton 5 s that the PTS equlbrum descrbed above under the assumpton of no nventory-holdng concdes wth the equlbrum outcome n a general settng wth nventory-holdng behavor provded that condton (19) holds. The nterpretaton of ths condton s as follows. After nput procurement has taken place, the procurement cost of the frm s sunk, leavng the frm wth the potental to sell less than the procured quantty wth no addtonal cost under the assumpton of free dsposal. Proposton 5 descrbes market condtons under whch a frm selectng quanttes n a settng wth no producton cost would wsh to select an output level that s (at least weakly) greater than the output level mpled by PTS, thereby resultng n a bndng nventory constrant. 5 The possblty of holdng negatve nventory under PTO mplctly assumes that forward contracts wth consumers can be renegotated. In the event that forward contracts are non-renegotable, free dsposal of forward contracts would not be possble, and an addtonal deterrent would exst to holdng nventory under PTO. 6 In the lnear case, all terms n condton (19) are constant and the nequalty can be wrtten, γc(β γ) (2β γ), whch holds for suffcently small c, γ. 22

24 5 Mode of Competton Characterzng and measurng the mode of competton n the olgopoly model s essental for dervng polcy prescrptons n settngs wth strategc pre-commtment. It s also mportant for dervng nferences on the type of market condtons that warrant anttrust scrutny, for nstance market features that favor the use of slottng allowances as a practce to soften prce competton. 7 Our goal n ths secton s to develop testable hypotheses on the mode of competton n ndustral settngs. To characterze the mode of competton n ntermedated olgopoly settngs, consder the second partals of proft under PTS. Droppng arguments for notatonal convenence, the effect of an nput prce change by frm j on the margnal proft of frm under PTS s π,s j (p w )S j +(p 1)S j + p js + p js, {1, 2}. (20) Prces may be strategc complements (π,s j the sense of Bulow, Geanakoplos, and Klemperer (1985). > 0) or strategc substtutes (π,s j < 0) n To provde an ntutve characterzaton of these outcomes, consder the frst-order effects n expresson (20). Classfyng the mode of competton n the lnear model s mportant for dervng testable hypotheses for emprcal work that reles on lnear estmaton technques. On substtuton of equatons (2.3) and (10), the mode of competton n the PTS game can be expressed as à D j π,s j = j S! à D j Sj D j 1 Sj j + S j! D j Sj j S. In the symmetrc market equlbrum, ths condton becomes π s j s = (p w) ε d p o² s 1 ² 2 d + Θ, (21) where the frst term on the rght hand sde of equaton (21) s postve and Θ < 0 s negatve n the PTS game by Proposton 1. It can be seen mmedately upon nspecton of terms n equaton (21) that prces are strategc complements when markets 7 The Federal Trade Commsson (FTC), whch regulates the grocery ndustry, refused to provde gudelnes for slottng allowances, ctng the need for further nvestgaton on the effcency effects of the practce (FTC 2001). 23

25 are equally rvalrous, Θ =0(Bertrand), whereas prces are strategc substtutes n the case where prces are strategcally ndependent n the upstream market, ² s =0 (Cournot). In general, Θ < 0 s a necessary but not a suffcent condton for prces to be strategc substtutes n the PTS game. In the PTO game, the effect of an output prce change by frm j on the margnal proft offrm s π,o j =(p w t )D j +(1 w )D j w jd w jd, {1, 2}. (22) Confnng attenton to frst-order effects n expresson (22) and makng substtutons from (13) and (14) n the symmetrc market equlbrum yelds π o j s (p w) = w εs o² d 1 ² 2 s Θ. (23) As n the PTS game, output prces may be strategc complements (π,o j > 0) or strategc substtutes (π,o j < 0) dependng on the magntude of Θ > 0. WhenΘ > 0, the frst term on the rght-hand sde of the expresson s postve and the second term s negatve. The relatve rvalry of the upstream market nfluences the mode of competton under PTO n the opposte manner as under PTS: The model reduces to Bertrand when Θ =0and to Cournot olgopsony when ² d =0. A relatvely rvalrous upstream market (Θ > 0) s necessary but not suffcent for output prces to be strategc substtutes n the PTO game. Proposton 6 Under condtons of lnear supply and demand, prces are strategc substtutes n the ntermedated olgopoly model when: () ² s h 1+ (p w) p ² d ε d o(1 ² 2 d) ;or () ² d h ² s. 1+ (p w) w εs o(1 ² 2 s) Under crcumstances n whch Θ < 0 (² s <² d ), the upstream market s relatvely less rvalrous than the downstream market. Frms are able to soften downstream prce competton by selectng nput prces pror to output prces n the PTS game. Part 24

26 () of Proposton 6 s the relevant crtera for the mode of competton, and prces are strategc substtutes when ² s s suffcently small relatve to ² d. The opposte s true when Θ > 0 (² d <² s ). Part () of Proposton 6 s the relevant crtera for the mode of competton, and prces are strategc substtutes when ² d s suffcently small relatve to ² s. Inethercase,themodeofcompettonsdetermnedbytherelatve rvalry of the upstream market. 6 Polcy Implcatons The mode of competton n the olgopoly model has mportant mplcatons n a number of polcy settngs. In ths secton, we hghlght polcy mplcatons of the model for the case of contract desgn between a prncpal (a domestc trade authorty, a frm, or a controllng shareholder) and an agent (a domestc frm, a suppler/consumer, or a manager). For expostonal clarty, we consder strategc polces by the prncpal that tax or subsdze nput procurement by the agent n the upstream market under condtons of lnear supply and demand. Ths allows us to numercally compute the optmal tax level for varaton n the relatve rvalry of the upstream market by perturbng c and γ n the system of equatons (17) and (18). We consder the followng three-stage game. In stage 1, the prncpal of frm mposes a unt tax t on nputs procured n the upstream market by agent. In stage 2, agents take prncpals polcy decsons parametrcally and select the tmng of prcng decsons, and n stage 3, agents select prces n the relevant subgame. Lettng π (p, w) denote the proft ofprncpal, we denote agent s proft Π (p, w) =π (p, w) t S (w)+ω, {1, 2}, (24) where Ω s a lump-sum transfer that subsumes fxed costs. proft gves the frst-order condton Maxmzng the agent s Π,s p (w) w t S (w)+(p (w) 1)S (w) =0, {1, 2}, (25) for the PTS game and Π,o (p w (p) t )D (p)+(1 w (p))d (p) =0, {1, 2}, (26) 25

27 for the PTO game. Proposton 7 The choce of PTO or PTS as an equlbrum strategy of agent s nvarant to the prncpal s choce of polcy varable t. Thus, the market equlbrum s Bertrand f Θ =0,PTOfΘ > 0, andptsfθ < 0. The magntudes of the polcy varables, t, =1, 2 nfluence nether the sgn nor the value of Θ. An mplcaton of Proposton 7 s that our observatons on strategc pre-commtment devces are robust to dfferent polcy structures that alter the margnal returns facng olgopoly agents. Confnng attenton to frst-order effects, the second partal of Π wth respect to w and w j s Π,s j = p j(w)s(w)+(p (w) 1)Sj(w) =π,s j, {1, 2}, for the PTS game and the second partal of Π wth respect to p and p j s Π,o j =(1 w (p))dj(p) wj(p)d (p) =π,o j, {1, 2}. In the symmetrc market equlbrum, t s straghtforward to show that the optmalvaluesofthepolcyvarablessatsfy t s = π,s s j = π,o j, {1, 2}.8 (27) The optmal value of the polcy varable for each agent depends on the mode of competton between olgopoly frms. Taxes (t > 0) are optmal when prces are strategc complements, whereas subsdes (t < 0) are optmal when prces are strategc substtutes. The ntermedated olgopoly model allows the optmal value of the strategc precommtment polcy to be explctly computed accordng to supply and demand condtons facng frms. We llustrate ths outcome for the case of lnear supply and demand functons by calculatng the (unque) Nash equlbrum n polcy varables 8 Full dervaton of the optmal polcy varbles s provded n the Web Appendx. 26

28 for varaton n the degree of prcng nterdependence n each market, c and γ. For our numercal analyss, we select parameters a = b = β =1anddentfytheoptmal tax polcy n the symmetrc pre-commtment equlbrum, t = t = t j for varatons n c (0, 1] and γ (0, 1]. Fgure 1 depcts the contour lnes of the symmetrc trade polcy equlbrum n the space (c, γ). Note that PTS s the unque equlbrum of the game when γ >c, whleptostheunqueequlbrumofthegamewhenγ <c. The optmal trade polcy s a tax (t > 0) n the shaded regon of the fgure and a subsdy (t < 0) n the non-shaded area of the fgure. The contour lne where the lassez-fare outcome s optmal (t =0) s represented by the contour lne that separates these two areas. For a fxed γ (respectvely c) the optmal polcy reveals an nverted u-shaped pattern as c (respectvely γ) ncreases from 0 to 1. 7 Concludng Remarks The olgopoly ntermedaton model results n testable hypotheses on the mode of competton that can be used to derve polcy mplcatons n ndustral settngs. Our analyss reveals the prevalng mode of competton n a partcular ndustry to be an emprcal queston that depends on estmable parameters of supply and demand functons n the upstream and downstream markets where frms nteract. We have demonstrated that olgopoly frms have an ncentve to select nput prces pror to choosng output prces n the PTS game when the downstream market s relatvely rvalrous, but to select output prces pror to choosng nput prces n the PTO game when the upstream market s relatvely rvalrous. Under reasonably mld condtons, we have shown these outcomes to be robust to the possblty of strategc nventory-holdng behavor of frms. For both the PTS and PTO games, prces are strategc complements when the upstream market and the downstream market are relatvely equal n terms of rvalry, whereas prces are strategc substtutes under crcumstances where the upstream (downstream) market s suffcently rvalrous relatve 27

29 g c Fgure 1: 28

30 to the remanng market. In the case where the markets are equally rvalrous, the equlbrum outcome of the olgopoly model s Bertrand and n cases where prces are strategcally ndependent n ether the upstream market or the downstream market, the equlbrum outcome of the olgopoly model s Cournot. Our model provdes emprcal drecton for examnng the mode of competton n ndustral settngs that can be used to talor pre-commtment polces to the partcular condtons facng frms. Ths feature of the model can provde a useful tool for polcy formulaton as well as for the enforcement of ant-trust regulatons n a gven ndustry. An nterestng avenue for future research s to consder an actve role for frms n contrbutng to market rvalry through product dfferentaton. To the extent that olgopoly frms engage n actvtes to dfferentate themselves from rvals, whether by creatng dfferentated products from common nputs or by dscoverng new technques for producng exstng products from specalzed nputs, dfferentaton can provde a tool to soften prce competton wth rvals. But, perhaps surprsngly, our analyss clarfes that relaxng market rvalry s not necessarly a globally desrable endeavor. The reason s that t s the relatve degree of market rvalry not the absolute degree that s the source of strategc advantage. Indeed, a frm that seeks to specalze nput requrements would have a greater ablty to soften prce competton wth rvals when downstream products are commodtzed than when downstream products are hghly dfferentated. Our model suggests the potental for strategc standardzaton to occur under crcumstances n whch nputs (outputs) n the upstream (downstream) market are hghly specalzed. 29

Price and Quantity Competition Revisited. Abstract

Price and Quantity Competition Revisited. Abstract rce and uantty Competton Revsted X. Henry Wang Unversty of Mssour - Columba Abstract By enlargng the parameter space orgnally consdered by Sngh and Vves (984 to allow for a wder range of cost asymmetry,

More information

Elements of Economic Analysis II Lecture VI: Industry Supply

Elements of Economic Analysis II Lecture VI: Industry Supply Elements of Economc Analyss II Lecture VI: Industry Supply Ka Hao Yang 10/12/2017 In the prevous lecture, we analyzed the frm s supply decson usng a set of smple graphcal analyses. In fact, the dscusson

More information

Quiz on Deterministic part of course October 22, 2002

Quiz on Deterministic part of course October 22, 2002 Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or

More information

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan Volume 3, Issue 1 Partal prvatzaton n prce-settng mxed duopoly Kazuhro Ohnsh Insttute for Basc Economc Scence, Japan Abstract Ths paper nvestgates a prce-settng mxed model nvolvng a prvate frm and a publc

More information

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics Unversty of Illnos Fall 08 ECE 586GT: Problem Set : Problems and Solutons Unqueness of Nash equlbra, zero sum games, evolutonary dynamcs Due: Tuesday, Sept. 5, at begnnng of class Readng: Course notes,

More information

Privatization and government preference in an international Cournot triopoly

Privatization and government preference in an international Cournot triopoly Fernanda A Ferrera Flávo Ferrera Prvatzaton and government preference n an nternatonal Cournot tropoly FERNANDA A FERREIRA and FLÁVIO FERREIRA Appled Management Research Unt (UNIAG School of Hosptalty

More information

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households Prvate Provson - contrast so-called frst-best outcome of Lndahl equlbrum wth case of prvate provson through voluntary contrbutons of households - need to make an assumpton about how each household expects

More information

Wage-rise contract and endogenous timing in international mixed duopoly

Wage-rise contract and endogenous timing in international mixed duopoly Wage-rse contract and endogenous tmng n nternatonal med duopoly Kazuhro Ohnsh Osaka Unversty, Ph. D. July 007 Abstract The study of Matsumura (003) nvestgates a med duopoly model, where a domestc publc

More information

4: SPOT MARKET MODELS

4: SPOT MARKET MODELS 4: SPOT MARKET MODELS INCREASING COMPETITION IN THE BRITISH ELECTRICITY SPOT MARKET Rchard Green (1996) - Journal of Industral Economcs, Vol. XLIV, No. 2 PEKKA SULAMAA The obect of the paper Dfferent polcy

More information

2) In the medium-run/long-run, a decrease in the budget deficit will produce:

2) In the medium-run/long-run, a decrease in the budget deficit will produce: 4.02 Quz 2 Solutons Fall 2004 Multple-Choce Questons ) Consder the wage-settng and prce-settng equatons we studed n class. Suppose the markup, µ, equals 0.25, and F(u,z) = -u. What s the natural rate of

More information

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies nform Output Subsdes n Economc nons versus Proft-shftng Export Subsdes Bernardo Moreno nversty of Málaga and José L. Torres nversty of Málaga Abstract Ths paper focuses on the effect of output subsdes

More information

A Theory of Bilateral Oligopoly with Applications to Vertical Mergers

A Theory of Bilateral Oligopoly with Applications to Vertical Mergers A Theory of Blateral Olgopoly wth Applcatons to Vertcal Mergers Kenneth Hendrcks UBC and Unversty of Texas and R. Preston McAfee Unversty of Texas Exxon Mobl Merger Refnng s concentrated n CA Retal Sales

More information

Online Appendix for Merger Review for Markets with Buyer Power

Online Appendix for Merger Review for Markets with Buyer Power Onlne Appendx for Merger Revew for Markets wth Buyer Power Smon Loertscher Lesle M. Marx July 23, 2018 Introducton In ths appendx we extend the framework of Loertscher and Marx (forthcomng) to allow two

More information

EDC Introduction

EDC Introduction .0 Introducton EDC3 In the last set of notes (EDC), we saw how to use penalty factors n solvng the EDC problem wth losses. In ths set of notes, we want to address two closely related ssues. What are, exactly,

More information

UNIVERSITY OF NOTTINGHAM

UNIVERSITY OF NOTTINGHAM UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,

More information

THREE ESSAYS IN INDUSTRIAL ECONOMICS AND PUBLIC POLICY CHEAWANET BUNCHAI

THREE ESSAYS IN INDUSTRIAL ECONOMICS AND PUBLIC POLICY CHEAWANET BUNCHAI THREE ESSYS IN INDUSTRI ECONOMICS ND PUBIC POICY by CHEWNET BUNCHI B.E., Kng Mongkut s Insttute of Technology adkrabang, 1996 M.E., Kasetsart Unversty, 004 N BSTRCT OF DISSERTTION submtted n partal fulfllment

More information

Problem Set 6 Finance 1,

Problem Set 6 Finance 1, Carnege Mellon Unversty Graduate School of Industral Admnstraton Chrs Telmer Wnter 2006 Problem Set 6 Fnance, 47-720. (representatve agent constructon) Consder the followng two-perod, two-agent economy.

More information

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME Vesna Radonć Đogatovć, Valentna Radočć Unversty of Belgrade Faculty of Transport and Traffc Engneerng Belgrade, Serba

More information

OPERATIONS RESEARCH. Game Theory

OPERATIONS RESEARCH. Game Theory OPERATIONS RESEARCH Chapter 2 Game Theory Prof. Bbhas C. Gr Department of Mathematcs Jadavpur Unversty Kolkata, Inda Emal: bcgr.umath@gmal.com 1.0 Introducton Game theory was developed for decson makng

More information

5. Market Structure and International Trade. Consider the role of economies of scale and market structure in generating intra-industry trade.

5. Market Structure and International Trade. Consider the role of economies of scale and market structure in generating intra-industry trade. Rose-Hulman Insttute of Technology GL458, Internatonal Trade & Globalzaton / K. Chrst 5. Market Structure and Internatonal Trade Learnng Objectves 5. Market Structure and Internatonal Trade Consder the

More information

references Chapters on game theory in Mas-Colell, Whinston and Green

references Chapters on game theory in Mas-Colell, Whinston and Green Syllabus. Prelmnares. Role of game theory n economcs. Normal and extensve form of a game. Game-tree. Informaton partton. Perfect recall. Perfect and mperfect nformaton. Strategy.. Statc games of complete

More information

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service)

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service) h 7 1 Publc Goods o Rval goods: a good s rval f ts consumpton by one person precludes ts consumpton by another o Excludable goods: a good s excludable f you can reasonably prevent a person from consumng

More information

Problem Set #4 Solutions

Problem Set #4 Solutions 4.0 Sprng 00 Page Problem Set #4 Solutons Problem : a) The extensve form of the game s as follows: (,) Inc. (-,-) Entrant (0,0) Inc (5,0) Usng backwards nducton, the ncumbent wll always set hgh prces,

More information

Problems to be discussed at the 5 th seminar Suggested solutions

Problems to be discussed at the 5 th seminar Suggested solutions ECON4260 Behavoral Economcs Problems to be dscussed at the 5 th semnar Suggested solutons Problem 1 a) Consder an ultmatum game n whch the proposer gets, ntally, 100 NOK. Assume that both the proposer

More information

Appendix - Normally Distributed Admissible Choices are Optimal

Appendix - Normally Distributed Admissible Choices are Optimal Appendx - Normally Dstrbuted Admssble Choces are Optmal James N. Bodurtha, Jr. McDonough School of Busness Georgetown Unversty and Q Shen Stafford Partners Aprl 994 latest revson September 00 Abstract

More information

Jeffrey Ely. October 7, This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License.

Jeffrey Ely. October 7, This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License. October 7, 2012 Ths work s lcensed under the Creatve Commons Attrbuton-NonCommercal-ShareAlke 3.0 Lcense. Recap We saw last tme that any standard of socal welfare s problematc n a precse sense. If we want

More information

2. Equlibrium and Efficiency

2. Equlibrium and Efficiency . Equlbrum and Effcency . Introducton competton and effcency Smt s nvsble and model of compettve economy combne ndependent decson-makng of consumers and frms nto a complete model of te economy exstence

More information

Macroeconomic equilibrium in the short run: the Money market

Macroeconomic equilibrium in the short run: the Money market Macroeconomc equlbrum n the short run: the Money market 2013 1. The bg pcture Overvew Prevous lecture How can we explan short run fluctuatons n GDP? Key assumpton: stcky prces Equlbrum of the goods market

More information

Graduate School of Economics Waseda University

Graduate School of Economics Waseda University Waseda Economcs Workng Paper Seres Strategc Export Subsdes and Manageral Incentves We Fang Graduate School of Economcs Waseda Unversty Waseda Economcs Workng Paper Seres Strategc Export Subsdes and Manageral

More information

Lecture 7. We now use Brouwer s fixed point theorem to prove Nash s theorem.

Lecture 7. We now use Brouwer s fixed point theorem to prove Nash s theorem. Topcs on the Border of Economcs and Computaton December 11, 2005 Lecturer: Noam Nsan Lecture 7 Scrbe: Yoram Bachrach 1 Nash s Theorem We begn by provng Nash s Theorem about the exstance of a mxed strategy

More information

Allowing Firms to Choose Between Formula Apportionment. and Separate Accounting Taxation 1. Thomas A. Gresik. University of Notre Dame.

Allowing Firms to Choose Between Formula Apportionment. and Separate Accounting Taxation 1. Thomas A. Gresik. University of Notre Dame. Allowng Frms to Choose Between Formula Apportonment and Separate Accountng Taxaton Thomas A. Gresk Unversty of Notre Dame August 03 Please do not cte wthout permsson Abstract: Ths paper analyzes the effect

More information

Employee Bargaining Power, Inter-Firm Competition, and Equity-Based Compensation

Employee Bargaining Power, Inter-Firm Competition, and Equity-Based Compensation Employee Barganng Power, Inter-Frm Competton, and Equty-Based Compensaton Abstract We develop a model to llustrate that employee compensaton and product market decsons are related. When the product market

More information

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent.

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent. Economcs 1410 Fall 2017 Harvard Unversty Yaan Al-Karableh Secton 7 Notes 1 I. The ncome taxaton problem Defne the tax n a flexble way usng T (), where s the ncome reported by the agent. Retenton functon:

More information

Tradable Emissions Permits in the Presence of Trade Distortions

Tradable Emissions Permits in the Presence of Trade Distortions 85 Tradable Emssons Permts n the Presence of Trade Dstortons Shnya Kawahara Abstract Ths paper nvestgates how trade lberalzaton affects domestc emssons tradng scheme n a poltcal economy framework. Developng

More information

Equilibrium in Prediction Markets with Buyers and Sellers

Equilibrium in Prediction Markets with Buyers and Sellers Equlbrum n Predcton Markets wth Buyers and Sellers Shpra Agrawal Nmrod Megddo Benamn Armbruster Abstract Predcton markets wth buyers and sellers of contracts on multple outcomes are shown to have unque

More information

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto Taxaton and Externaltes - Much recent dscusson of polcy towards externaltes, e.g., global warmng debate/kyoto - Increasng share of tax revenue from envronmental taxaton 6 percent n OECD - Envronmental

More information

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij 69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.

More information

CS 286r: Matching and Market Design Lecture 2 Combinatorial Markets, Walrasian Equilibrium, Tâtonnement

CS 286r: Matching and Market Design Lecture 2 Combinatorial Markets, Walrasian Equilibrium, Tâtonnement CS 286r: Matchng and Market Desgn Lecture 2 Combnatoral Markets, Walrasan Equlbrum, Tâtonnement Matchng and Money Recall: Last tme we descrbed the Hungaran Method for computng a maxmumweght bpartte matchng.

More information

Prospect Theory and Asset Prices

Prospect Theory and Asset Prices Fnance 400 A. Penat - G. Pennacch Prospect Theory and Asset Prces These notes consder the asset prcng mplcatons of nvestor behavor that ncorporates Prospect Theory. It summarzes an artcle by N. Barbers,

More information

Discussion Papers. Zhentang Zhang. Managerial Incentives, Innovation and Product Market Competition

Discussion Papers. Zhentang Zhang. Managerial Incentives, Innovation and Product Market Competition Dscusson Papers Zhentang Zhang Manageral Incentves, Innovaton and Product Market Competton Berln, August 00 Opnons epressed n ths paper are those of the author and do not necessarly reflect vews of the

More information

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost Tamkang Journal of Scence and Engneerng, Vol. 9, No 1, pp. 19 23 (2006) 19 Economc Desgn of Short-Run CSP-1 Plan Under Lnear Inspecton Cost Chung-Ho Chen 1 * and Chao-Yu Chou 2 1 Department of Industral

More information

Facility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh

Facility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh Antt Salonen Farzaneh Ahmadzadeh 1 Faclty Locaton Problem The study of faclty locaton problems, also known as locaton analyss, s a branch of operatons research concerned wth the optmal placement of facltes

More information

Bargaining agenda, timing, and entry

Bargaining agenda, timing, and entry MPRA Munch Personal RePEc Archve Barganng agenda, tmng, and entry Lucano Fant and Domenco Buccella Unversty of Psa, Kozmnsk Unversty, Warsa January 015 Onlne at http://mpra.ub.un-muenchen.de/64089/ MPRA

More information

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular?

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular? INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHATER 1) WHY STUDY BUSINESS CYCLES? The ntellectual challenge: Why s economc groth rregular? The socal challenge: Recessons and depressons cause elfare

More information

Flight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium

Flight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium Flght Delays, Capacty Investment and Welfare under Ar Transport Supply-demand Equlbrum Bo Zou 1, Mark Hansen 2 1 Unversty of Illnos at Chcago 2 Unversty of Calforna at Berkeley 2 Total economc mpact of

More information

Appendix for Solving Asset Pricing Models when the Price-Dividend Function is Analytic

Appendix for Solving Asset Pricing Models when the Price-Dividend Function is Analytic Appendx for Solvng Asset Prcng Models when the Prce-Dvdend Functon s Analytc Ovdu L. Caln Yu Chen Thomas F. Cosmano and Alex A. Hmonas January 3, 5 Ths appendx provdes proofs of some results stated n our

More information

Games and Decisions. Part I: Basic Theorems. Contents. 1 Introduction. Jane Yuxin Wang. 1 Introduction 1. 2 Two-player Games 2

Games and Decisions. Part I: Basic Theorems. Contents. 1 Introduction. Jane Yuxin Wang. 1 Introduction 1. 2 Two-player Games 2 Games and Decsons Part I: Basc Theorems Jane Yuxn Wang Contents 1 Introducton 1 2 Two-player Games 2 2.1 Zero-sum Games................................ 3 2.1.1 Pure Strateges.............................

More information

Incentives for Price Manipulation in Emission Permit Markets with Stackelberg Competition

Incentives for Price Manipulation in Emission Permit Markets with Stackelberg Competition Incentves for Prce Manpulaton n Emsson Permt Markets wth Stackelberg Competton Francsco J. André and Lus M. de Castro. Dept. of Economc Analyss. Unversdad Complutense de Madrd. Campus de Somosaguas, 83

More information

General Examination in Microeconomic Theory. Fall You have FOUR hours. 2. Answer all questions

General Examination in Microeconomic Theory. Fall You have FOUR hours. 2. Answer all questions HARVARD UNIVERSITY DEPARTMENT OF ECONOMICS General Examnaton n Mcroeconomc Theory Fall 2010 1. You have FOUR hours. 2. Answer all questons PLEASE USE A SEPARATE BLUE BOOK FOR EACH QUESTION AND WRITE THE

More information

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable

More information

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements LECTURE 3 Hamza Al alk Econ 3215: oney and ankng Wnter 2007 Chapter # 5: Understandng Interest Rates: Determnants and ovements The Loanable Funds Approach suggests that nterest rate levels are determned

More information

ON THE COMPLEMENTARITY BETWEEN LAND REFORMS AND TRADE REFORMS

ON THE COMPLEMENTARITY BETWEEN LAND REFORMS AND TRADE REFORMS ON HE COMPLEMENARIY BEWEEN LAND REFORMS AND RADE REFORMS Abhrup Sarkar Indan Statstcal Insttute Calcutta January, 1 December, 1 (Revsed) Abstract he purpose of the paper s to look at the welfare effects

More information

ECONOMISING, STRATEGISING AND THE VERTICAL BOUNDARIES OF THE FIRM

ECONOMISING, STRATEGISING AND THE VERTICAL BOUNDARIES OF THE FIRM ECONOMISING, STRATEGISING AND THE VERTICAL BOUNDARIES OF THE FIRM Dermot Leahy Natonal Unversty of Ireland Maynooth and Cata Montagna Unversty of Aberdeen and SIRE GEP (Nottngham) Abstract: May 06 We brdge

More information

Two Period Models. 1. Static Models. Econ602. Spring Lutz Hendricks

Two Period Models. 1. Static Models. Econ602. Spring Lutz Hendricks Two Perod Models Econ602. Sprng 2005. Lutz Hendrcks The man ponts of ths secton are: Tools: settng up and solvng a general equlbrum model; Kuhn-Tucker condtons; solvng multperod problems Economc nsghts:

More information

Single-Item Auctions. CS 234r: Markets for Networks and Crowds Lecture 4 Auctions, Mechanisms, and Welfare Maximization

Single-Item Auctions. CS 234r: Markets for Networks and Crowds Lecture 4 Auctions, Mechanisms, and Welfare Maximization CS 234r: Markets for Networks and Crowds Lecture 4 Auctons, Mechansms, and Welfare Maxmzaton Sngle-Item Auctons Suppose we have one or more tems to sell and a pool of potental buyers. How should we decde

More information

Corporate Finance: Capital structure and PMC. Yossi Spiegel Recanati School of Business

Corporate Finance: Capital structure and PMC. Yossi Spiegel Recanati School of Business Corporate Fnance: Captal structure and PMC Yoss Spegel ecanat School of Busness Brander and Lews AE 986 Olgopoly and Fnancal Structure: The Lmted Lablty Effect Cournot duopoly wth dfferentated products

More information

Solving a hold-up problem may harm all firms: Downstream R&D and transport-price contracts

Solving a hold-up problem may harm all firms: Downstream R&D and transport-price contracts Solvng a hold-up problem may harm all frms: Downstream R&D and transport-prce contracts Kazuhro Takauch Tomomch Mzuno March 2017 Dscusson Paper No.1707 GRADUATE SCHOOL OF ECONOMICS KOBE UNIVERSITY ROKKO,

More information

Interregional Trade, Industrial Location and. Import Infrastructure*

Interregional Trade, Industrial Location and. Import Infrastructure* Interregonal Trade, Industral Locaton and Import Infrastructure* Toru Kkuch (Kobe Unversty) and Kazumch Iwasa (Kyoto Unversty)** Abstract The purpose of ths study s to llustrate, wth a smple two-regon,

More information

Attorneys' Compensation in Litigation with Bilateral Delegation

Attorneys' Compensation in Litigation with Bilateral Delegation Attorneys' Compensaton n Ltgaton wth Blateral Delegaton by Kyung Hwan Bak * Department of Economcs, Sungkyunkwan Unversty, Seoul 110-745, South Korea and Department of Economcs, Vrgna Polytechnc Insttute

More information

Political Economy and Trade Policy

Political Economy and Trade Policy Poltcal Economy and Trade Polcy Motvaton When asked why no free trade?, most nternatonal economsts respond t must be poltcs In representatve democraces, trade polcy shaped not only by general electorate,

More information

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019 5-45/65: Desgn & Analyss of Algorthms January, 09 Lecture #3: Amortzed Analyss last changed: January 8, 09 Introducton In ths lecture we dscuss a useful form of analyss, called amortzed analyss, for problems

More information

The Effect of Market Structure and Conduct on the Incentive for a Horizontal Merger

The Effect of Market Structure and Conduct on the Incentive for a Horizontal Merger Volue 5, Nuber, June 000 The Effect of Market Structure and Conduct on the Incentve for a Horzontal Merger Hyukseung Shn In ths paper, we exane how arket structure and frs conduct affect the prvate ncentve

More information

In the 1990s, Japanese economy has experienced a surge in the unemployment rate,

In the 1990s, Japanese economy has experienced a surge in the unemployment rate, Productvty Growth and the female labor supply n Japan Yoko Furukawa * Tomohko Inu Abstract: In the 990s, Japanese economy has experenced a surge n the unemployment rate, and ths s due partly to the recent

More information

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id # Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.

More information

Applications of Myerson s Lemma

Applications of Myerson s Lemma Applcatons of Myerson s Lemma Professor Greenwald 28-2-7 We apply Myerson s lemma to solve the sngle-good aucton, and the generalzaton n whch there are k dentcal copes of the good. Our objectve s welfare

More information

Finance 402: Problem Set 1 Solutions

Finance 402: Problem Set 1 Solutions Fnance 402: Problem Set 1 Solutons Note: Where approprate, the fnal answer for each problem s gven n bold talcs for those not nterested n the dscusson of the soluton. 1. The annual coupon rate s 6%. A

More information

The Value of Negotiating Cost-Based Transfer Prices

The Value of Negotiating Cost-Based Transfer Prices Volume ssue November 00 -- The Value of Negotatng Cost-Based Transfer Prces Anne Chwolka, Department of Management and Economcs, Otto-von-Guercke-Unversty Magdeburg, Germany, E-mal: chwolka@ovgu.de Jan

More information

Optimal Service-Based Procurement with Heterogeneous Suppliers

Optimal Service-Based Procurement with Heterogeneous Suppliers Optmal Servce-Based Procurement wth Heterogeneous Supplers Ehsan Elah 1 Saf Benjaafar 2 Karen L. Donohue 3 1 College of Management, Unversty of Massachusetts, Boston, MA 02125 2 Industral & Systems Engneerng,

More information

Measures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode.

Measures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode. Part 4 Measures of Spread IQR and Devaton In Part we learned how the three measures of center offer dfferent ways of provdng us wth a sngle representatve value for a data set. However, consder the followng

More information

Introduction to game theory

Introduction to game theory Introducton to game theory Lectures n game theory ECON5210, Sprng 2009, Part 1 17.12.2008 G.B. Ashem, ECON5210-1 1 Overvew over lectures 1. Introducton to game theory 2. Modelng nteractve knowledge; equlbrum

More information

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE. Endogenous managerial incentive contracts in a differentiated duopoly, with and without commitment

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE. Endogenous managerial incentive contracts in a differentiated duopoly, with and without commitment DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE BE.NE.TeC. Workng Paper Seres Workng Paper: 2009-05 Endogenous manageral ncentve contracts n a dfferentated duopoly, wth and wthout commtment Constantne Manasaks,

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 A LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 C LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

Quadratic Games. First version: February 24, 2017 This version: December 12, Abstract

Quadratic Games. First version: February 24, 2017 This version: December 12, Abstract Quadratc Games Ncolas S. Lambert Gorgo Martn Mchael Ostrovsky Frst verson: February 24, 2017 Ths verson: December 12, 2017 Abstract We study general quadratc games wth mult-dmensonal actons, stochastc

More information

THE ECONOMICS OF TAXATION

THE ECONOMICS OF TAXATION THE ECONOMICS OF TAXATION Statc Ramsey Tax School of Economcs, Xamen Unversty Fall 2015 Overvew of Optmal Taxaton Combne lessons on ncdence and effcency costs to analyze optmal desgn of commodty taxes.

More information

Consumption Based Asset Pricing

Consumption Based Asset Pricing Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................

More information

Quadratic Games. First version: February 24, 2017 This version: August 3, Abstract

Quadratic Games. First version: February 24, 2017 This version: August 3, Abstract Quadratc Games Ncolas S. Lambert Gorgo Martn Mchael Ostrovsky Frst verson: February 24, 2017 Ths verson: August 3, 2018 Abstract We study general quadratc games wth multdmensonal actons, stochastc payoff

More information

3: Central Limit Theorem, Systematic Errors

3: Central Limit Theorem, Systematic Errors 3: Central Lmt Theorem, Systematc Errors 1 Errors 1.1 Central Lmt Theorem Ths theorem s of prme mportance when measurng physcal quanttes because usually the mperfectons n the measurements are due to several

More information

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on

More information

Explaining Movements of the Labor Share in the Korean Economy: Factor Substitution, Markups and Bargaining Power

Explaining Movements of the Labor Share in the Korean Economy: Factor Substitution, Markups and Bargaining Power Explanng Movements of the abor Share n the Korean Economy: Factor Substtuton, Markups and Barganng ower Bae-Geun, Km January 2, 26 Appendx A. Dervaton of the dervatve of et us start from eq. (). For notatonal

More information

/ Computational Genomics. Normalization

/ Computational Genomics. Normalization 0-80 /02-70 Computatonal Genomcs Normalzaton Gene Expresson Analyss Model Computatonal nformaton fuson Bologcal regulatory networks Pattern Recognton Data Analyss clusterng, classfcaton normalzaton, mss.

More information

NBER WORKING PAPER SERIES PRICES VS. QUANTITIES VS. TRADABLE QUANTITIES. Roberton C. Williams III. Working Paper

NBER WORKING PAPER SERIES PRICES VS. QUANTITIES VS. TRADABLE QUANTITIES. Roberton C. Williams III. Working Paper NBER WORKING PAPER SERIES PRICES VS. QUANTITIES VS. TRADABLE QUANTITIES Roberton C. Wllams III Workng Paper 983 http://www.nber.org/papers/w983 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue

More information

Is Social Welfare Increased By Private Firm Entry. Introduction

Is Social Welfare Increased By Private Firm Entry. Introduction Is Socal elfare Increased By Prvate Frm Entry From a coopetton vewpont Unversty of Hyogo graduate school doctoral course n economcs Takesh Yoshkawa Introducton Many studes on a mxed olgopoly manly deal

More information

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton

More information

Microeconomics: BSc Year One Extending Choice Theory

Microeconomics: BSc Year One Extending Choice Theory mcroeconomcs notes from http://www.economc-truth.co.uk by Tm Mller Mcroeconomcs: BSc Year One Extendng Choce Theory Consumers, obvously, mostly have a choce of more than two goods; and to fnd the favourable

More information

Spurious Seasonal Patterns and Excess Smoothness in the BLS Local Area Unemployment Statistics

Spurious Seasonal Patterns and Excess Smoothness in the BLS Local Area Unemployment Statistics Spurous Seasonal Patterns and Excess Smoothness n the BLS Local Area Unemployment Statstcs Keth R. Phllps and Janguo Wang Federal Reserve Bank of Dallas Research Department Workng Paper 1305 September

More information

Employee Bargaining Power, Inter-Firm Competition, and Equity-Based Compensation

Employee Bargaining Power, Inter-Firm Competition, and Equity-Based Compensation Employee Barganng Power, Inter-Frm Competton, and Equty-Based Compensaton Francesco Bova Joseph L. Rotman School of Management Unversty of Toronto Francesco.Bova@rotman.utoronto.ca January 4 th, 04 Abstract

More information

Optimal policy for FDI incentives: An auction theory approach

Optimal policy for FDI incentives: An auction theory approach European Research Studes, Volume XII, Issue (3), 009 Optmal polcy for FDI ncentves: An aucton theory approach Abstract: Israel Lusk*, Mos Rosenbom** A multnatonal corporaton s (MNC) entry nto a host country

More information

Endogenous timing game with non monotonic reaction functions.

Endogenous timing game with non monotonic reaction functions. CERDI, Etudes et Documents, E 2010.17 Document de traval de la sére Etudes et Documents E 2010.17 Endogenous tmng game wth non monotonc reacton functons. Magnus Hoffmann* and Grégore Rota Grazos *: Unversty

More information

Quiz 2 Answers PART I

Quiz 2 Answers PART I Quz 2 nswers PRT I 1) False, captal ccumulaton alone wll not sustan growth n output per worker n the long run due to dmnshng margnal returns to captal as more and more captal s added to a gven number of

More information

Allotment and Subcontracting in Procurement Bidding

Allotment and Subcontracting in Procurement Bidding Allotment and Subcontractng n Procurement Bddng Franços Marechal and Perre-Henr Morand May 2004 Abstract Allotment and subcontractng are the two alternatve mechansms enablng the partcpaton of SMEs n procurement.

More information

THE STRATEGIC CHOICE OF MANAGERS AND MANAGERIAL DISCRETION

THE STRATEGIC CHOICE OF MANAGERS AND MANAGERIAL DISCRETION THE STRATEGIC CHOICE OF MANAGERS AND MANAGERIAL DISCRETION XIANGKANG YIN* La Trobe Unversty Manageral dscreton s lkely to be benefcal to shareholders because of strategc cross-effects n an olgopoly. In

More information

OPTIMAL ALLOCATION OF TRADABLE EMISSION PERMITS UNDER UPSTREAM-DOWNSTREAM STRATEGIC INTERACTION

OPTIMAL ALLOCATION OF TRADABLE EMISSION PERMITS UNDER UPSTREAM-DOWNSTREAM STRATEGIC INTERACTION OPTIMAL ALLOCATION OF TRADABLE EMISSION PERMITS UNDER UPSTREAM-DOWNSTREAM STRATEGIC INTERACTION GIUSEPPE DE FEO 1 ; JOANA RESENDE 2 ; MARIA-EUGENIA SANIN 3 Verson: In ths paper we analyze envronmental

More information

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods)

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods) CONSUMPTION-SAVINGS FRAMEWORK (CONTINUED) SEPTEMBER 24, 2013 The Graphcs of the Consumpton-Savngs Model CONSUMER OPTIMIZATION Consumer s decson problem: maxmze lfetme utlty subject to lfetme budget constrant

More information

International technology licensing strategy under successive monopoly

International technology licensing strategy under successive monopoly Internatonal technology lcensng strategy under successve monopoly Pe-Cyuan Shh, * Tsung-Han Chou, ** Yan-Shu Ln and Hong Hwang Abstract Assume there s a foregn lcensor who owns a cost-reducng technology

More information

Who Wins a Trade War? Mark Melatos, Pascalis Raimondos-Møller and Matthew Gibson. August 31, 2007

Who Wins a Trade War? Mark Melatos, Pascalis Raimondos-Møller and Matthew Gibson. August 31, 2007 Who Wns a Trade War? Mark Melatos, Pascals Ramondos-Møller and Matthew Gbson August 31, 2007 Abstract. A trade war provdes an economc ratonale for the exstence of barrers to trade. The man result n ths

More information

Wages as Anti-Corruption Strategy: A Note

Wages as Anti-Corruption Strategy: A Note DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty

More information

How Do Local Governments Decide on Public Policy in Fiscal Federalism? Tax vs. Expenditure Optimization

How Do Local Governments Decide on Public Policy in Fiscal Federalism? Tax vs. Expenditure Optimization How Do Local Governments Decde on Publc Polcy n Fscal Federalsm? Tax vs. Expendture Optmzaton Marko Koethenbuerger Unversty of Venna and CESfo June 19, 2008 Abstract Prevous lterature wdely assumes that

More information

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE BE.NE.TeC. Workng Paper Seres Workng Paper: 007-06 Endogenous Strategc Manageral Incentve Contracts Constantne Manasaks, Evangelos Mtrokostas, Emmanuel Petraks

More information

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge Dynamc Analyss of Sharng of Agents wth Heterogeneous Kazuyo Sato Akra Namatame Dept. of Computer Scence Natonal Defense Academy Yokosuka 39-8686 JAPAN E-mal {g40045 nama} @nda.ac.jp Abstract In ths paper

More information