Incentive for Innovation and the Optimal Allocation of Patents

Size: px
Start display at page:

Download "Incentive for Innovation and the Optimal Allocation of Patents"

Transcription

1 Workng Paper Seres No.1, Faculty of Economcs, Ngata Unversty Incentve for Innovaton and the Optmal llocaton of Patents Kojun Hamada Seres No.1 ddress: Faculty of Economcs, Ngata Unversty 8050 Ikarash 2-no-cho, Nsh-ku, Ngata Cty , Japan Emal address: Tel. and fax:

2 Incentve for Innovaton and the Optmal llocaton of Patents Kojun Hamada Faculty of Economcs, Ngata Unversty 8050 Ikarash 2-no-cho, Nsh-ku, Ngata Cty , Japan Emal: ugust 12, 2011 bstract Ths paper dscusses the relatonshp between the ncentve for nnovaton and the optmal allocaton of patents by applyng a property rghts approach from the theory of ncomplete contract. We explore a model n whch two research laboratores make R&D nvestments to obtan an nnovatve patent and after successfully obtanng the patent, they determne an optmal ownershp structure of the patent by consderng the effect of ownershp allocaton on ther noncontractble relaton-specfc nvestments. Frst, we show that jont ownershp between two partes s the optmal ownershp structure for the patent. If a selfsh relatonspecfc nvestment s relatvely more mportant than a cooperatve one, a jont ownershp wth no veto power s the optmal allocaton of the patent, and conversely, f the cooperatve nvestment s relatvely mportant, jont allocaton wth blateral veto power s the optmal allocaton. Second, both laboratores have hgher ncentves to make R&D nvestments when no agreement has been reached between the partes wth regard to the ownershp of a patent than when an ex ante agreement s reached wth regard to the optmal allocaton of the patent. Keywords: Innovaton; Patents; Property rghts; Jont ownershp; R&D nvestment JEL classfcaton: L1, O32, D23 Correspondng author. ddress: 8050 Ikarash 2-no-cho, Nsh-ku, Ngata Cty , Japan Tel. and fax: Emal address: khamada@econ.ngata-u.ac.jp 1

3 1 Introducton The patent system has been establshed n almost all countres wth the ntenton of ncentvzng nnovaton among nventors and protectng them from ntellectual theft, by grantng exclusve rghts for the use of the nnovaton to nventors (or ther assgnees) for a lmted perod. Smlar to other ntellectual property rghts, the law guarantees that an nventor who has been granted a patent obtans exclusve control rghts over hs/her nventon as an ntangble asset, ncludng the rght to prevent others from makng, usng, sellng, or dstrbutng the patented nventon wthout permsson. n ssue concernng patent ownershp s who should own a patent from the perspectve of economc effcency, and ths ssue has been dscussed for a long tme by economsts and patent practtoners. Notably, jont ownershp of patents s a wdely prevalng busness practce. In partcular, the economc ratonale behnd the jont ownershp of patents chosen by research authortes needs to be explaned. Ths paper attempts to answer such a queston about the ownershp structure of patents by applyng a property rghts approach from the theory of ncomplete contract. Whle there s substantal exstng lterature on patent ownershp, partcularly jont ownershp, the research contaned n the exstng artcles manly takes two drectons. One s the drecton of ex ante jont ownershp before an nnovaton s completed, and the other s ex post jont ownershp after the nnovaton s completed. 1 The former analyzes the ex ante stuaton before a patent s obtaned, and t examnes how the decson to merge or form a jont venture between research nsttutes affects the ncentve to make R&D nvestments for nnovaton. The latter analyzes the ex post stuaton after a patent s obtaned, and t examnes how patents should be properly used ex post. The papers that deal wth the ex ante stuaton emphasze that a merger or a jont venture results n cost effcency. In several semnal papers, Gandal and Scotchmer (1993) show that a jont venture can mplement the nvestment levels that maxmze jont proft by the ablty to delegate research actvtes to more effcent frms. hattacharya et al. (1990) and rocas (200) clarfy that under jont ventures, researchers can foster sharng of nformaton for productve knowledge or skll that could not have been obtaned f they were competng wth each other. Several papers show that jont ventures allow researchers to 1 Scotchmer (200) contans a bref survey on both types of research artcles n Ch.6. 2

4 share the spllover of the newly generated knowledge (Katz and Shapro, 1987; d spremont and Jacquemn, 1988; Kamen et al., 1992; Suzumura, 1992; ok and Tauman, 2001). Lerner and Trole (200) whch deals wth the ex post stuaton, explore a model that specfes the condton under whch patent pools, whch are agreements among patent owners to lcense sets of ther patents, can enhance welfare. Most of the exstng lterature on patents focuses on the analyss of ether the ex ante or the ex post stuaton, wth regard to the tmng before or after a patent s obtaned. In contrast, ths paper attempts to analyze both stuatons, by ncludng both the ex ante stage n whch researchers make R&D nvestments to obtan a patent and the ex post stage n whch researchers commercalze the obtaned patent. Our paper explores a model that examnes not only how the ownershp structure for patents whch s determned at a later stage, affects the ncentve for R&D nvestments made wth the am of obtanng a patent but also how the determned ownershp structure affects the ncentve for the commercalzaton of the patent. Therefore, unlke the exstng lterature, by ncorporatng the nvestments made both before and after the ownershp structure of a patent s determned, n our model, we attempt to analyze both the ex ante and ex post stuatons before and after the patent has been obtaned. In the model, we apply a property rghts approach from the theory of ncomplete contract n order to clarfy the relatonshp between the ncentve for nnovaton and the optmal allocaton of patents. Snce the property rghts approach has been employed n the semnal artcles of Grossman and Hart (1986) and Hart and Moore (1990), a number of contrbutors have dscussed the optmal allocaton of ownershp rghts n the world of ncomplete contracts (see Hart (1995)). 2 Whle consderable exstng lterature on patents focuses on the stuaton of complete contracts, few papers deal wth the optmal allocaton of patents n the context of ncomplete contracts. In the world of complete contracts, for example, by concludng a lcensng contract approprately, researchers can share the proft generated from ther nnovaton even before the nnovaton s completed, and they can reduce the rsk of nnovaton even when the nnovaton s not successfully completed. However, as nnovaton s unpredctable n essence, t may 2 In the recent years, however, the theoretcal foundaton of the theory of ncomplete contracts has developed rapdly. The economc explanaton of the hold-up problem and asset ownershp has been reexamned through a new theoretcal dea, for example, the dea that contracts serve as reference ponts. For new theoretcal foundatons of the theory of ncomplete contracts, see Hart and Moore (2007, 2008) and Hart (2009). 3

5 not be approprate to lmt the analyss of patents resultng from nnovaton n the context of complete contracts, such that all future contngences are foreseeable for both partes. Moreover, as patents are essentally ntellectual property rghts even f ntangble, t s mportant for economsts and practtoners to answer the queston of who should own these rghts. Therefore, whle consderng the context of ncomplete contracts, we dscuss the relatonshp between the ncentve for nnovaton and the optmal allocaton of patents, by adoptng a property rghts approach to analyze patent ownershp. In the prevous studes dealng wth the context of complete contracts, among other papers, Faulí-Oller and Sandonís (2003) and Sandonís and Faulí-Oller (2006) compare a merger that s a jont venture wth a lcensng contract between research laboratores, by focusng on the effect of the merger on competton polcy. In ther models, when research laboratores undertake a jont venture by mergng, the structure of competton n a product dfferentated market changes from a duopoly to a monopoly (or n general, decreases the number of frms n the ndustry). Thus, n the settng of ther model, the jont venture s a mere nstrument to mtgate the compettve pressure n the fnal market. lcensng contract shares the fruts of nnovaton between research laboratores whle mantanng duopolstc competton. Therefore, f the laboratores can agree upon the lcensng contract wth no restrctons on contractble terms, the customer would always prefer ths contract to a jont venture, because consumer surplus s larger under a duopoly than under a monopoly. On the other hand, f a lcensng contract has some restrctons, t cannot completely restore the outcome of a jont venture. The abovementoned studes provde an economc ratonale for jont ventures, so that the researchng partes merge to ncrease the monopoly n the compettve market. However, f an nnovaton has not been completed, the market compettve poston of upcomng products that are a result of nnovaton wll be undetermned n the present. Therefore, n a case where the future s uncertan, the ratonale for undertakng a jont venture to decrease the compettve pressure may not be strong. ddtonally, as t s well known, n the exstng economc theores that are bult around the world of complete contracts, t s dffcult to explan the boundares of frms n a comprehensve manner. 3 y applyng a property rghts approach, we clarfy how patent ownershp affects the ncentve for nvestments and attempt to explan the boundares of frms wth regard to who 3 For a dscusson on the boundares of frms, see Hart (1995).

6 should own a patent. We show that jont ownershp between two partes can be the optmal ownershp structure of patents. n establshed concluson n the property rghts approach states that the jont ownershp of a physcal asset cannot be optmal. On the other hand, by changng the settngs of the basc model, several studes have proposed that jont ownershp can be optmal. Halonen (2002) consders an nfntely repeated game and argues that jont ownershp may be optmal because the worst ownershp structure n the one-shot game provdes the hghest punshment. De Meza and Lockwood (1998) change the presumpton about the renegotaton process by consderng dfferent outsde optons and show the possblty of an optmal jont ownershp. Rosenkranz and Schmtz (1999) show that when two partes nvest n human captal and decde on know-how dsclosure, jont ownershp wth blateral veto power can be optmal. Rosenkranz and Schmtz (2003) extend ther prevous research to a dynamc model wheren the optmal ownershp structure, ncludng jont ownershp, may change over tme. Schmtz (2008) explans the optmalty of jont ownershp on the bass of the prvate nformaton that the contractng partes have about the payoffs they can realze on ther own. In ths paper, we explan the optmalty of jont ownershp by usng a logc smlar to that of Rosenkranz and Schmtz (1999), because our paper examnes the ownershp of patents that are a result of technologcal nnovaton as well. However, the Rosenkranz and Schmtz s paper deals wth the specfc crcumstances of patent nformaton n whch two partes decde on the knowhow dsclosure of nnovaton. Moreover, the model n ther paper does not explctly nclude any nvestment behavor of the partes, despte the fact that the optmalty of jont ownershp s obtaned by the nature of know-how dsclosure as cooperatve nvestment, as n the sense of Che and Hausch (1999). Ths paper consders two types of nvestments, a selfsh one and a cooperatve one, n a more general settng and attempts to explan the optmalty of jont ownershp by consderng the relatve mportance between the two nvestments. We explore a model n whch two research laboratores make R&D nvestments to obtan an nnovatve patent, and after successfully obtanng the patent, they determne the optmal ownershp structure of the patent by consderng the effect of the ownershp allocaton on ther If we do not consder relaton-specfc nvestments n human captal, but nvestments n physcal captal, jont ownershp can be optmal. See Hart (1995, Ch.3). 5

7 noncontractble relaton-specfc nvestments. Frst, we show that jont ownershp between two partes s the optmal ownershp structure of patents. If the selfsh relaton-specfc nvestment s relatvely more mportant than the cooperatve one, jont ownershp wth no veto power s the optmal allocaton of patents, and conversely, f the cooperatve nvestment s relatvely mportant, jont ownershp wth blateral veto power s the optmal allocaton. Second, when no ownershp agreement has been reached between two partes before a patent s obtaned, both laboratores have a hgher ncentve to make R&D nvestments than when an ex ante agreement has been reached upon wth regard to the optmal allocaton of a patent. The second concluson s partcularly mportant n the context of ths paper, because unlke the exstng lterature, ths paper explans how the ex post ownershp allocaton of patents affects the ex ante ncentve for nnovaton. Ths concluson suggests that the ex post preferred ownershp allocaton, whch s jontly owned, does not necessarly ncrease the ex ante ncentve for nnovatve nvestment. The remander of the paper s organzed as follows. Secton 2 ntroduces the model n whch two research laboratores make ex ante and ex post nvestments before and after determnng the ownershp structure for a patent. Secton 3 dscusses the optmal ownershp structure for patents. Secton examnes the ncentve for the ex ante R&D nvestment for nnovaton. Secton 5 concludes the paper. 2 The model There are two rsk-neutral partes, and, whch represent two ndependent research laboratory managers. They engage n R&D actvtes ndependently and am to obtan a patent for an nnovaton at some pont n the future. The two partes recognze that at a future stage, they can generate some proft from ther nnovaton through a jont collaboraton between themselves, although the possblty of future collaboraton s not stpulated through any contract n the ntal stage. lthough t s usually thought that and own essental physcal assets that are necessary to successfully carry out ther R&D actvtes, we do not dscuss the ownershp of physcal assets n our analyss. 5 We dstngush between the two stages n the model as follows. 5 lternatvely, t s thought that on the ntal date t = 0, and each own a physcal asset necessary to carry out the R&D actvtes, and on the followng date t = 1, the partes renegotate the effcent ownershp 6

8 The frst stage (the ex ante stage) precedes the tme when the success or falure of the R&D actvtes s determned and a patent s obtaned. In the second stage (the ex post stage), both partes make relaton-specfc nvestments to commercalze the patent after t has been obtaned. In the frst stage, on date t = 1, and choose R&D nvestment levels e 0 and e 0, respectvely, ndependently and noncooperatvely, whch are measured by ther costs. We assume that the nvestment levels are observable by the partes but not verfable by the courts. fter both and make R&D nvestments on date t = 2, the success or falure of the R&D actvtes of each party s determned. Wth probablty π (e ) (resp.π (e )), (resp.) becomes a successful nventor and can obtan a patent, whch s consdered ntellectual property for an ntangble asset that has the propertes of an excludable publc good. π (e ) (0, 1), π (e ) > 0, and π (e ) < 0 are assumed. Moreover, n order for the soluton to be nteror, we assume that lm e 0 π (e ) s suffcently larger than unty and for the suffcently large e = e, lm e e π (e ) = 0. Wth probablty π (e ) π (e ), both and succeed n nnovatng and can obtan a patent. In ths case, both nvestors have the rghts to freely access the patent. Wth probablty π (e ) (1 π (e )), only succeeds n nnovatng and can own the obtaned patent. Wth probablty (1 π (e )) π (e ), only succeeds n nnovatng and can own the obtaned patent. Wth probablty (1 π (e )) (1 π (e )), both and fal to nnovate and no patent can be obtaned. In each case n whch the party (or partes) succeed(s) n nnovatng, the successful nnovator(s) obtan(s) the rghts to access the patent ntally because a patent has the propertes of an excludable publc good. We assume that the probablty structure s common knowledge for the partes but not verfable by the courts. Only when a patent s obtaned on date t = 2, the ownershp structure of the patent can be dscussed on date t = 3. In the second stage, after a patent s obtaned on date t = 2, on date t = 3, the nventor(s) own(s) the patent ntally. On date t = 3, the partes agree to renegotate the ownershp structure of the patent. We consder four dfferent property rghts regmes for patent o {,, J, N}. Frst, consder two vertcal ownershp structures that gve one of the two partes veto power over the use of the asset. o = denotes the ownershp structure n whch party s the owner, and when the partes do not collaborate, t can prevent the other party from usng the asset. nalogously, o = denotes the ownershp structure n whch party s the owner. structure of two physcal assets. 7

9 Next, consder two knds of horzontal partnershps. Usually, f there s a physcal asset, jont ownershp means that each party has veto power such that t can block the other party from usng the asset. However, f the asset s a patent, jont ownershp can also mply that each party can use the asset on ts own. o = J denotes jont ownershp wth blateral veto power for both partes. On the other hand, o = N denotes jont ownershp wth no veto power for both partes. We denote the ntal ownershp structure by ô on date t = 3, when the nventor(s) own(s) the patent ntally, and denote the fnal ownershp structure after renegotatng over o. On date t =, after renegotatng the ownershp structure of the patent, and make relaton-specfc nvestments to commercalze the patent, (x, y ) and (x, y ), respectvely, whch are measured by ther costs. x 0; =, denotes the selfsh nvestment and y 0 denotes the cooperatve nvestment, n the sense that Che and Hausch (1999) frst categorzed and examned. On the fnal date t = 5, the partes can decde whether to collaborate, and when the collaboraton s realzed, the payoffs of partes are determned through barganng on ths date. The addtonal value generated under the relaton-specfc collaboraton wll be splt between both partes accordng to the Nash barganng soluton wth equal barganng powers. The tme structure s llustrated n Fgure 1. 1st (ex ante) stage 2nd (ex post) stage R&D nvestment patent s created renegotaton of ownershp relaton-specfc nvestments payoffs are realzed Fgure 1: The sequence of events We now descrbe the payoff structure. When a patent s generated on date t = 2, and am to generate a surplus of V (x, x, y, y ) = v (x, y ) + v (x, y ) through a collaboraton between the two, by commercalzng the patent. On date t =, when the ownershp s renegotated, f party s the owner (o = ), t earns w (x, y ) when the partes do not collaborate, and t can prevent the other party from usng the asset such that s default payoff s 0. If party s the owner (o = ), t earns w (x, y ), whle gets a payoff of 0 when the partes do not collaborate. If both players have blateral veto power (o = J), each party receves 8

10 a payoff of 0 f they do not collaborate, whle n the case of no veto power (o = N), s and s default payoffs are w (x, y ) and w (x, y ), respectvely. When no patent s obtaned on date t = 2, collaboraton does not generate any value. In ths case, both partes get payoffs of 0. In order to guarantee nteror solutons, we assume that v (x, y j ) 0;, j =,, j s strctly concave n (x, y j ). x denotes the selfsh nvestment by party and y 0 denotes the cooperatve nvestment by the other party j n the sense of Che and Hausch (1999). Throughout, all functons are assumed to be twce contnuously dfferentable. In order for the soluton to satsfy the frst-order and second-order condtons, we assume that v x > 0, v y > 0, v xx < 0, v yy < 0, and v xxv yy (v xy) 2 > 0. 6 Lkewse, we assume that w x > 0, w y > 0, w xx < 0, w yy < 0, and w xxw yy (w xy) 2 > 0. To presume that the nvestment s relatonally specfc, we make the usual assumpton that the total surplus as well as margnal surplus are always larger f the partes collaborate: V (x, x, y, y ) = v (x, y ) + v (x, y ) > w (x, y ) + w (x, y ), v x > w x > 0, and v y > w y > 0. efore concludng the model descrpton, we present the frst-best outcome of the relatonspecfc nvestment levels n order to compare them wth those n the ncomplete contracts examned n the followng secton. Gven the above assumptons, the frst-best nvestment levels are unquely defned: x F = arg max v (x, yj F ) x and y F frst-order condtons for party are v x (x F frst-order condtons for party are v y (x F, yf, yf ) = 1 and v x (x F = arg max v j (x F j, y ) y. The ) = 1 and v y (x F, yf ) = 1., yf ) = 1. Lkewse, the 3 Optmal ownershp of patents We examne the optmal ownershp allocaton of patents on date t = n the 2nd stage by usng backward nducton. fter the partes agree upon the fnal decson on the optmal ownershp allocaton, o {,, J, N}, on date t = 3, they choose the nvestment levels (x, y ) on date t =. Provded the partes antcpate that the surplus from barganng on date t = 5 wll be 6 Subscrpts denote partal dervatves wth respect to correspondng varables. 9

11 splt accordng to the Nash barganng soluton wth equal barganng powers, the payoffs of party and on date t = 5 gven an ownershp structure o are U (x, x, y, y o) and U (x, x, y, y o), where U (x, x, y, y o) = 1 2 [V (x, x, y, y ) + w (x, y )] x y f o = 1 2 [V (x, x, y, y ) w (x, y )] x y f o = 1 2 V (x, x, y, y ) x y f o = J 1 2 [V (x, x, y, y ) + w (x, y ) w (x, y )] x y f o = N (1) and lkewse U (x, x, y, y o) = 1 2 [V (x, x, y, y ) w (x, y )] x y f o = 1 2 [V (x, x, y, y ) + w (x, y )] x y f o = 1 2 V (x, x, y, y ) x y f o = J 1 2 [V (x, x, y, y ) + w (x, y ) w (x, y )] x y. f o = N (2) Gven an ownershp structure o, the partes optmal nvestment levels (x, y ) are unquely determned by the followng frst-order condtons: U (x, x, y, y o) = 0, U (x, x, y, y o) = 0, x y (3) U (x, x, y, y o) = 0, U (x, x, y, y o) = 0. x y () Let the nvestment levels (x, y ) be mplctly defned as follows: (a) Under o =, (x o= v x (x o= v y (x o=, yo=, yo= (b) Under o =, (x o= v x (x o=, yo=, yo= ) + w x (x o= ) and (xo=, yo= ) = 2, and v y (x o=, yo= ) = 2, v x (x o=, yo= ) = 2, v x (x o=, yo= ) and (xo=, yo= ) satsfy the followng equatons:, yo= ) w y (x o= ) = 2,, yo= ) = 2., yo= ) satsfy the followng equatons: ) + w x (x o=, yo= ) = 2, 10

12 v y (x o=, yo= (c) Under o = J, (x o=j v x (x o=j v y (x o=j, yo=j, yo=j (d) Under o = N, (x o=n v x (x o=n v y (x o=n, yo=n, yo=n ) w y (x o=, yo=j, yo= ) and (xo=j ) = 2, and v y (x o=, yo= ) = 2. ) = 2, v x (x o=j, yo=j ) = 2, ) = 2, and v y (x o=j, yo=j ) = 2., yo=n ) + w x (x o=n ) w y (x o=n ) and (x o=n, yo=n, yo=n, yo=j ) satsfy the followng equatons:, yo=n ) satsfy the followng equatons: ) = 2, v x (x o=n, yo=n ) = 2, and v y (x o=n ) + wx (x o=n, yo=n ) = 2,, yo=n y comparng these equatons, we can obtan the followng lemma. ) w y (x o=n, yo=n ) = 2. Lemma 1. The followng equatons are satsfed: (x o= (x o=, yo=, yo= ) = (xo=j ) = (xo=n, yo=j, yo=n ), (xo=, yo= ), and (xo= ) = (xo=j, yo=j ),, yo= ) = (xo=n, yo=n ). Proof. See ppendx. Ths lemma has the followng mplcatons: The level of selfsh nvestment s the same when a party does not own a patent and when jont ownershp wth blateral veto power s establshed (x o=j = x o=j ). 7 The level of cooperatve nvestment s the same when a party owns a patent and when jont ownershp wth blateral veto power s establshed (y o= = y o=j ). The level of selfsh nvestment s the same when a party owns a patent and when jont ownershp wth no veto power s establshed (x o= = x o=n ). The level of cooperatve nvestment s the same when a party does not own a patent and when jont ownershp wth no veto power s establshed (y o=j = y o=n ). These results are explaned by the fact that the dfference n the ownershp structure of property makes a dfference n the threat ponts when partes fal to negotate proft sharng accordng to the property rghts approach. Other relatonshps depend on the functonal characterstcs of v (x, y j ) and w (x, y j ). For analytcal smplfcaton, we assume the followng. 7 x o=j denotes the level of selfsh nvestment of party when party j owns a patent. Other notatons are appled n the same manner. 11

13 ssumpton 1. w (x, y ) = k v (x, y ), k [0, 1), j =,, j, and v (, ) s dentcal for both partes. 8 Under ssumpton 1, the nvestment levels under each ownershp allocaton of patent satsfy the followng condtons: (a) Under o =, (x o= (1 + k )v x (x o= v y (x o=, yo=, yo=, yo= (b) Under o =, (x o= v x (x o=, yo= (1 k )v y (x o= (c) Under o = J, (x o=j v x (x o=j v y (x o=j, yo=j, yo=j ) and (xo= ) = 2, v x (x o=, yo=, yo= ) = 2, and (1 k )v y (x o=, yo= ) and (xo= ) satsfy the followng equatons: ) = 2,, yo= ) = 2. ) = 2, (1 + k )vx (x o=, yo= ) = 2,, yo= (d) Under o = N, (x o=n (1 + k )v x (x o=n (1 k )v y (x o=n, yo=j, yo= ) satsfy the followng equatons: ) = 2, and v y (x o=, yo= ) = 2. ) and (xo=j ) = 2, v x (x o=j, yo=j ) = 2, ) = 2, and v y (x o=j, yo=j ) = 2., yo=n, yo=n, yo=n ) and (x o=n, yo=j ) satsfy the followng equatons:, yo=n ) satsfy the followng equatons: ) = 2, (1 + k )vx (x o=n, yo=n ) = 2, ) = 2, and (1 k )vy (x o=n, yo=n ) = 2. Under ssumpton 1, by comparng the above equatons wth those of the frst-best nvestment, we can obtan the followng lemma wth regard to nvestment levels. Lemma 2. Under ssumpton 1, the followng nequaltes are satsfed: () x F > xo, yf > yo, xf () If v xy s suffcently small, x o= Proof. See ppendx. > xo, and yf > yo o {,, J, N}. > x o=j, yo= < y o=j, xo= > x o=j, and yo= < y o=j. Part () of ths lemma mples that the frst-best nvestments are larger than the second-best ones, rrespectve of whether the nvestment s selfsh or cooperatve. Ths result s a typcal 8 lthough we consder ssumpton 1 for smplcty, t s mpled that there s no qualtatve dfference n results even wthout ths assumpton. 12

14 example of the hold-up problem, whch leads to undernvestment n relaton-specfcty. Part () of the lemma mples the followng: Consder a case n whch there are few substtutable or complementary relatonshps between the selfsh nvestment and the cooperatve one. In other words, the change n y j has a lmted effect on the margnal ncrease n v accordng to the ncrease n x. In ths case, the selfsh nvestment when a party owns a patent s greater than when jont ownershp wth blateral veto power s establshed (x o= > x o=j ). On the other hand, the cooperatve nvestment when a party does not own a patent s smaller than when jont ownershp wth blateral veto power s establshed (y o=j < y o=j ). The result of part () n Lemma 2 states that f a party can have exclusve rghts for the use of a patent property, the party has a large ncentve for the relaton-specfc selfsh nvestment compared to the jont ownershp wth blateral veto power. The reason for ths s that when a party obtans a patent, the party can ncrease ts own threat pont, and ths leads to the mprovement of the ncentve for selfsh nvestment. Moreover, t s stated that f a party possesses exclusve rghts for the use of the patent, the other party has a small ncentve for the relaton-specfc cooperatve nvestment compared to the jont ownershp wth blateral veto power. The reason for ths s that when the other party obtans a patent, a party can obtan no gan even f the other s threat pont s better by makng a cooperatve nvestment. 9 From Lemma 1 and Lemma 2, we can summarze the relatonshp among nvestment szes under the frst-best nvestment and four dfferent ownershp structures for the second-best nvestment as follows: Summary of relaton-specfc nvestments () x F () x F () y F (v) y F > xo= > xo= > yo= > yo= = x o=n = x o=n = y o=j = y o=j > x o= > x o= > y o= > y o= = x o=j = x o=j = y o=n = y o=n 9 However, t should be noted that f we extend the analyss to the more general case when substtutablty (v xy < 0) or complementarty (x xy > 0) between two nvestments s possble, we may obtan dfferent nequaltes from those of Lemma 2. Whether the same result as Lemma 2 can be obtaned when v xy < 0 or v xy > 0 depends on the functonal characterstcs of v (x, y j ), and a detaled calculaton s rather complcated. Throughout the paper, we assume that v xy s suffcently close to zero. 13

15 On the bass of the dscusson on the relatonshp concernng the sze of relaton-specfc nvestments summarzed above, we present the followng proposton. Proposton 1. If the selfsh nvestment s relatvely mportant, jont ownershp wth no veto power s the optmal allocaton of a patent. On the other hand, f the cooperatve nvestment s relatvely mportant, jont ownershp wth blateral veto power s the optmal allocaton of a patent. Proposton 1 mples that jont ownershp s always the optmal allocaton of a patent, rrespectve of whether the selfsh nvestment s relatvely mportant. In the context of the property rghts approach, t s well known that f partes engage n actvtes of relaton-specfc nvestments n human captal that cannot be specfed n the ex ante contract, jont ownershp of a physcal asset cannot be optmal. In contrast, Proposton 1 clarfes that when we consder the ownershp of a patent as an ntangble nonexcludable asset, jont ownershp between two partes can be optmal. Ths proposton explans why jont ownershp of patents s wdespread. The ratonale for the establshment of a jont venture for R&D actvtes as an actual form of jont ownershp s presented whle consderng the ncentves for relaton-specfc nvestments. Rosenkranz and Schmtz (1999) present a concluson that s smlar to Proposton 1. They show that when two partes nvest n human captal and decde on know-how dsclosure, jont ownershp wth blateral veto power can be optmal. However, Rosenkranz and Schmtz (1999) deals wth the specfc crcumstances of patent nformaton n whch two partes decde on knowhow dsclosure of nnovaton, and they do not analyze the know-how dsclosure as an nvestment behavor by partes explctly n ther model, despte the fact that the optmalty of jont ownershp s obtaned by the nature of know-how dsclosure as a cooperatve nvestment n the sense of Che and Hausch (1999). We explore a model n whch two types of nvestment, selfsh nvestment and cooperatve nvestment, are explctly dealt wth and explan the optmalty of jont ownershp on the bass of the relatve mportance between the two nvestments. s stated n Proposton 1, the ncentve for nvestment s dfferent between selfsh nvestment and cooperatve nvestment. Whle the party to whch patent ownershp s allocated has a hgher ncentve for selfsh nvestment than otherwse, the other party that does not own a patent has 1

16 the smaller ncentve for selfsh nvestment than otherwse. If both partes do not have veto power under jont ownershp, nether one of the partes s allowed to use the patent. Therefore, under jont ownershp wth no veto power, both partes can have large ncentves for selfsh nvestment. On the other hand, whle a party has a hgher ncentve for cooperatve nvestment when the opponent owns a patent than otherwse, the other party has the smaller ncentve for cooperatve nvestment, because the opponent does not own a patent. If both partes have blateral veto power under jont ownershp, they can ensure that the opponent has the rght to use the patent. Therefore, under jont ownershp wth blateral veto power, both partes can have large ncentves for cooperatve nvestment. s a result, on the bass of the relatve mportance between the two nvestments, jont ownershp wth or wthout veto power s chosen as the optmal ownershp structure by both partes. Now, we present an example that specfes the functonal form of v (x, y j ) n order to provde a more concrete result for Proposton 1. Specfy the functon as v (x, y j ) = x + a yj (= x a y 1 2 j ), a > 0. (5) a s a parameter that represents whether the selfsh nvestment x or the cooperatve nvestment y j has a more sgnfcant nfluence on the surplus v. 10 If a < 1, the selfsh nvestment s relatvely more mportant than the cooperatve nvestment, and vce versa f a > 1. The equlbrum nvestment levels n the frst-best and the second-best cases are as follows: The frst-best nvestment: x F = 1, xf = 1, yf The second-best nvestment: = a2, and y F = a2. x o= = (1+k ) 2, x o= = 1, yo= = (1 k ) 2 a 2, and y o= = a2. x o= = 1, xo= = (1+k ) 2, y o= = a2, and y o= = (1 k ) 2 a 2. x o=j = 1, xo=j = 1, yo=j = a2, and y o=j = a2. x o=n = (1+k ) 2, x o=n = (1+k ) 2, y o=n = (1 k ) 2 a 2, and y o=n = (1 k ) 2 a 2. In ths example, we can confrm that Lemma 1 and Lemma 2 hold. That s, the followng equatons are satsfed: 10 v x > 0, v y > 0, v xx < 0, v yy < 0, v xy = 0, and v xxv yy (v xy) 2 > 0 are satsfed. 15

17 x F = 1 > xo= = x o=n = (1+k ) 2 > x o= = x o=j = 1 x F = 1 > xo= = x o=n = (1+k ) 2 > x o= = x o=j = 1 y F = a2 > y o= = y o=j = a2 > y o= = y o=n = (1 k ) 2 a 2 y F = a2 > y o= = y o=j = a2 > y o= = y o=n = (1 k ) 2 a 2 We can calculate the value of v (x, y j ) n the frst-best and the second-best cases as follows: The frst-best value: v,f = 1+a2 2 and v,f = 1+a2 2 The second-best value: v,o= = 1+k +a 2 and v,o= = 1+(1 k )a 2 v,o= = 1+(1 k )a 2 and v,o= = 1+k +a 2 v,o=j = 1+a2 and v,o=j = 1+a2 v,o=n = 1+k +(1 k )a 2 and v,o=n = 1+k +(1 k )a 2 We can obtan the total surplus from collaboraton, V = v + v. The frst-best total surplus: V F = 2+a2 +a2 2 The second-best total surplus: V o= = 2+k +a 2 +(1 k )a 2 V o= = 2+k +a 2 +(1 k )a 2 V o=j = 2+a2 +a2 V o=n = 2+k +k +(1 k )a 2 +(1 k )a 2 y smple calculaton, t s confrmed that V F > V o o {,, J, N}. y comparng V under dfferent ownershp structures n the second-best case, we can obtan the followng corollary for Proposton 1. Corollary 1. Gven v (x, y j ) = x +a yj, suppose that both partes are dentcal wth regard to ther payoff functon. That s, assume that a = a a and k = k k. () If a < 1, V o=n > V o= = V o= > V o=j. () If a > 1, V o=j > V o= = V o= > V o=n. Proof. See ppendx C.

18 Corollary 1 has the followng mplcatons: When a functon s specfed as v (x, y j ) = x + a y j, a < 1 (resp. a > 1) means that selfsh nvestment s relatvely more (resp. less) mportant than cooperatve nvestment. s shown n Proposton 1, n Corollary 1, f selfsh nvestment s relatvely mportant (a < 1), jont ownershp wth no veto power can realze the hghest surplus n all possble ownershp allocatons. On the other hand, f cooperatve nvestment s relatvely mportant (a > 1), jont ownershp wth blateral veto power can realze the hghest surplus. In Corollary 1, t s confrmed that when the value functon v (x, y j ) s denoted by (5), jont ownershp ether wth or wthout veto power s always optmal, rrespectve of whch, the selfsh or cooperatve nvestment, s relatvely mportant. It should be noted that Proposton 1 and Corollary 1 hold under the assumpton that both partes are dentcal. If we extend the analyss to the stuaton where both partes are not dentcal, the ownershp allocaton of patents, whch s dfferent from jont ownershp, can be possble. In the above example, n whch v (x, y j ) satsfes (5), we consder the general case n whch a a and k k hold. That s, both partes dffer n the relatve mportance between two nvestments and the sze of an outsde opton as the threat pont. When partes are not dentcal n ths example, we can put forth the followng proposton, whch generalzes Corollary 1. Proposton 2. Gven v (x, y j ) = x + a yj, suppose that both partes are not dentcal, that s, a a and k k. The total surpluses under four dfferent ownershp allocatons of patents satsfy the followng nequaltes: () If a < 1 and a < 1, V o=n > max{v o=, V o= } > mn{v o=, V o= } > V o=j. V o= V o= f and only f k (1 a 2 ) k (1 a 2 ). () If a < 1 and a > 1, V o= > max{v o=j, V o=n } > mn{v o=j, V o=n } > V o=. V o=j V o=n f and only f k (1 a 2 ) k (1 a 2 ). () If a > 1 and a < 1, V o= > max{v o=j, V o=n } > mn{v o=j, V o=n } > V o=. V o=j V o=n f and only f k (1 a 2 ) k (1 a 2 ). (v) If a > 1 and a > 1, V o=j > max{v o=, V o= } > mn{v o=, V o= } > V o=n. V o= V o= f and only f k (1 a 2 ) k (1 a 2 ). Proof. See ppendx D. 17

19 Proposton 2 has the followng mplcatons: () If the selfsh nvestment s relatvely more mportant for both partes than the cooperatve nvestment, jont ownershp wthout veto power s the optmal allocaton of patent rghts. Ths result corresponds to part () of Corollary 1. On the other hand, (v) f cooperatve nvestment s relatvely more mportant for both partes than selfsh nvestment, jont ownershp wth blateral veto power s the optmal allocaton of patent rghts. Ths result corresponds to part () of Corollary 1. Under the assumpton that the partes are dentcal, only these two results are presented. However, f we extend the analyss to treat both partes dfferently wth respect to the relatve mportance between two nvestments, another ownershp allocaton besdes jont ownershp can be optmal. s shown n parts () and (), f two partes dffer n the relatve mportance between selfsh and cooperatve nvestments, the optmal ownershp allocaton of patent rghts s the exclusve ownershp by a party such that the other s cooperatve nvestment has a more sgnfcant mpact on ts surplus than ts own selfsh nvestment. It s shown that when both partes are not dentcal n the mpact of two nvestments, exclusve ownershp by a party can be optmal. Exclusve ownershp s optmal because, when the party that beleves that cooperatve nvestment s more mportant than selfsh nvestment owns a patent, the other party that does not own the patent has the largest ncentve for cooperatve nvestment n all possble ownershp structures. s the mpact of cooperatve nvestment exceeds that of selfsh nvestment, the largest surplus s realzed under ths exclusve ownershp. Incentve for nnovaton In ths secton, we examne the ncentve for the ex ante R&D nvestment n the frst stage when both partes make R&D nvestments for nnovaton and the outcome of R&D actvtes s determned. If a patent was obtaned on date t = 2, the nventor(s) who succeed(s) n nnovaton own(s) the patent for the nnovaton (or more precsely, has the rght to freely access the patent) ntally on date t = 3. On date t = 3, the partes agree to renegotate the optmal ownershp structure o {,, J, N} for the patent. 18

20 On date t = 2, the followng four dfferent scenaros emerge as a result of the partes R&D actvtes: Case I: Wth probablty π (e ) π (e ), both partes and succeed n nnovaton and a patent s obtaned. oth nvestors have the rght to freely access the patent. Case II: Wth probablty π (e ) (1 π (e )), only party succeeds n makng an R&D nvestment and t owns a patent. Case III: Wth probablty (1 π (e )) π (e ), only succeeds n makng an R&D nvestment and t owns a patent. Case IV: Wth probablty (1 π (e )) (1 π (e )), both R&D nvestments fal to create an nnovaton and no patent s obtaned. Provded that the surplus from ownershp renegotaton on date t = 3 s splt accordng to the Nash barganng soluton, the prvate payoffs of and on date t = 3 are gven as follows: U,bo = U ( ô) [U ( o ) + U ( o ) U ( ô) U ( ô)], (6) U,bo = U ( ô) [U ( o ) + U ( o ) U ( ô) U ( ô)], (7) where ô denotes the ntal ownershp structure before the optmal ownershp allocaton s renegotated, and o s the optmal ownershp allocaton after renegotaton. s stated n Secton 3, the optmal ownershp allocaton o depends on the relatve mportance between selfsh and cooperatve nvestments. In the followng subsectons, we lmt the dscusson to the stuaton n whch both partes are dentcal. s shown n Proposton 1, f the selfsh nvestment s relatvely more mportant than the cooperatve nvestment, jont ownershp wth no veto power s the optmal allocaton of the patent (o = N), and f the cooperatve nvestment s relatvely more mportant, jont ownershp wth blateral veto power s the optmal allocaton of the patent (o = J). We frst examne the prvate payoff of each party that s obtaned by renegotatng the optmal ownershp allocaton on t = 3 n the former case n whch selfsh nvestment s relatvely mportant. Then, we subsequently examne the prvate payoff n the latter case n whch cooperatve nvestment s relatvely mportant. 19

21 .1 Case wheren selfsh nvestment s relatvely mportant In ths case, the optmal ownershp allocaton s o = N. In Case I, when both partes succeed n nnovaton, the ntal ownershp structure s ô = N. Thus, as ô = o = N, U,bo=N = U ( N). Renegotaton over ownershp allocaton does not take place. In other words, renegotaton does not rase the prvate payoff. The nventors have the rght to freely access the patent, rrespectve of whether they renegotate the ownershp of the patent. The same logc s appled to. In sum, n Case I, the prvate payoff of party remans U,bo=N = U ( N). In Case II, when only succeeds, the ntal ownershp structure s ô =. Thus, the prvate payoff of s U,bo= = U ( ) [U ( N) + U ( N) U ( ) U ( )]. Ownershp allocaton s renegotated, and nventor agrees to gve non-nventor the rght to freely access the patent by obtanng some transfer. On the other hand, as fals to nnovate, t owns nothng ntally. However, n the next stage, stands n need of collaboraton wth n order to accomplsh the commercalzaton of the patented nnovaton. Thus, the threat pont (the standng pont) of s U ( ). Thus, the prvate payoff of n Case II s U,bo= = U ( ) [U ( N) + U ( N) U ( ) U ( )]. Case III s the mrror mage of Case II. Therefore, the prvate payoffs of and are U,bo= = U ( ) [U ( N) + U ( N) U ( ) U ( )] and U,bo= = U ( ) [U ( N) + U ( N) U ( ) U ( )], respectvely. Fnally, n Case IV, both partes do not obtan patents. Thus, of course, no ownershp allocaton agreement s made. The prvate payoff of party s U,bo=? = Case wheren cooperatve nvestment s relatvely mportant In the second case, the optmal ownershp allocaton s o = J. In Case I, when both partes succeed n nnovatng, the ntal ownershp structure s ô = N. Thus, the prvate payoff of s U,bo=N = U ( N) [U ( J) + U ( J) U ( N) U ( N)]. Ownershp allocaton s renegotated. The nventors that have the rght to freely access the patent agree to jont ownershp wth blateral veto power. The same logc s appled to. In Case II, when only succeeds, the ntal ownershp structure s ô =. Thus, the prvate payoff of party s U,bo= = U ( ) [U ( J) + U ( J) U ( ) U ( )]. Ownershp 11 bo =? mples that there s no patent to be allocated by both partes. 20

22 allocaton s renegotated, and nventor, who has the rght to freely access the patent, agrees to jontly own the patent wth blateral veto power by obtanng some transfer. On the other hand, as fals to nnovate, t owns nothng ntally. y a logc smlar to that n subsecton.1, the prvate payoff of n Case II s U,bo= = U ( ) [U ( J) + U ( J) U ( ) U ( )]. Case III s the mrror mage of Case II. Therefore, the prvate payoffs of and are U,bo= = U ( ) [U ( J) + U ( J) U ( ) U ( )] and U,bo= = U ( ) [U ( J) + U ( J) U ( ) U ( )], respectvely. Fnally, as both partes fal to obtan patents n Case IV, the prvate payoff of party s U,bo=? = 0..3 Comparson of R&D nvestment levels Frst, as an deal benchmark, we derve the frst-best R&D nvestment levels. The frst-best total surplus net of the costs of relaton-specfc nvestments s V F (x F x F xf yf, xf, yf, yf ) yf. If both partes choose ther R&D nvestment levels by consderng the frst-best net total surplus and wthout consderng how the total surplus s dstrbuted between partes, they must maxmze the followng expected total surplus. [π (e ) + π (e ) π (e )π (e )](V F x F x F y F y F ) e e. (8) The frst-best R&D nvestment levels (e F, ef ) satsfy the followng frst-order condtons. π (e F π (e F )(1 π (e F ))(V F x F x F y F y F ) = 1. (9) )(1 π (e F ))(V F x F x F y F y F ) = 1. (10) However, n the real world of ncomplete contracts, the frst-best R&D nvestment levels are far from feasble. Next, we consder a more realstc benchmark case for comparson. In ths benchmark case, we presume that rrespectve of whether each party succeeds or fals to nnovate. In other words, rrespectve of who owns a patent ntally, both partes can carry out the ex post optmal ownershp allocaton at no addtonal cost n advance. That s, on date t = 1, both partes can agree the contract that specfes the ex post optmal allocaton of the patent 21

23 as a jont ownershp before the success or falure of the partes nnovatons s determned. Such an ex ante agreement on optmal ownershp allocaton can be mplemented at no addtonal cost and wthout any ncome transfer. We name ths benchmark the commtment case. s shown n Proposton 1, f selfsh nvestment s relatvely more (resp. less) mportant than cooperatve nvestment, jont ownershp wth no (resp. full) veto power s the optmal ownershp allocaton. In the commtment case, the prvate payoff of party s U ( N) f selfsh nvestment s more mportant, and U ( J) f cooperatve nvestment s more mportant. In the commtment case, party maxmzes the followng net expected prvate payoff wth regard to R&D nvestment. [π (e ) + π (e ) π (e )π (e )]U ( N) e, (11) f selfsh nvestment s more mportant, and [π (e ) + π (e ) π (e )π (e )]U ( J) e, (12) f cooperatve nvestment s more mportant. The net expected prvate payoff of party s descrbed n a smlar manner. The R&D nvestment levels n the commtment case (e, e ) satsfy the followng frst-order condtons: π (e )(1 π (e ))U ( N) = 1, (13) π (e )(1 π (e ))U ( N) = 1, (1) f selfsh nvestment s more mportant, and π (e )(1 π (e ))U ( J) = 1, (15) π (e )(1 π (e ))U ( J) = 1, () f cooperatve nvestment s more mportant. Now, we examne the R&D nvestment levels chosen by both partes on the frst date. On date t = 1, and choose R&D nvestment levels e and e, respectvely, ndependently and 22

24 noncooperatvely. The expected prvate payoff of net of the cost of R&D nvestment s as follows: π (e )π (e )U,bo=N + π (e )(1 π (e ))U,bo= +(1 π (e ))π (e )U,bo= + (1 π (e ))(1 π (e )) 0 e. (17) The net expected prvate payoff of s descrbed n a smlar manner. The R&D nvestment levels wth no commtment wth regard to patent allocaton (ê, ê ) satsfy the followng frstorder condtons. π (ê )[π (ê )U,bo=N + (1 π (ê ))U,bo= π (ê )U,bo= ] = 1. (18) π (ê )[π (ê )U,bo=N + (1 π (ê ))U,bo= π (ê )U,bo= ] = 1. (19) We compare three dfferent R&D nvestment levels the frst-best one (e F, ef ), the one n the commtment case (e, e ), and the one n a no commtment case (ê, ê ). ssume that not only the payoff functons but also the probablty functons are dentcal between both partes, that s, π( ) π ( ) = π ( ). s the R&D nvestment levels of both partes are always equal, that s, e e = e, we compare three nvestment levels, e F, e, and ê. Under dentcal condtons, the frst-best nvestment level e F satsfes the followng equaton. π (e F )(1 π(e F ))(V F x F x F y F y F ) = 1. (20) The nvestment level n the commtment case e s rearranged as follows: π (e )(1 π(e ))U ( N) = 1, (21) f selfsh nvestment s more mportant, and π (e )(1 π(e ))U ( J) = 1, (22) f cooperatve nvestment s more mportant, where U ( N) U ( N) = U ( N) and U ( J) 23

25 U ( J) = U ( J). Fnally, the equlbrum nvestment level ê wth no commtment s rearranged as follows: π (ê)[π(ê)u,bo=n + (1 π(ê))u,bo= π(ê)u,bo=j ] = 1, (23) where U,bo=N U,bo=N = U,bo=N, U,bo= U,bo= = U,bo=, and U,bo=j U,bo= = U,bo=. y comparng (20) wth (21) or (22), we present the followng lemma for a comparson between e F and e. Lemma 3. Suppose that both partes are dentcal. The frst-best R&D nvestment level s larger than when partes can commt ex ante to the ex post optmal ownershp allocaton. That s, e F > e. Proof. See ppendx E. The result of Lemma 3 s obvous. The ex post net total surplus n the frst-best case s always larger than the net prvate payoff that s gven to a party through ex post Nash barganng n the second-best case. When the expected return from R&D nvestment s large, the ncentve for nvestment s hgh. Therefore, Lemma 3 mples that the ncentve for nnovaton s larger when nnovators can properly acqure all the expected proft from nnovaton than n the commtment case of patent allocaton n the context of ncomplete contracts. Next, by comparng (23) wth (21) or (22), we can obtan the followng proposton regardng the comparson between e and ê. Proposton 3. Suppose that both partes are dentcal and w (x, y j ) s relatvely large. The equlbrum R&D nvestment level s larger when partes cannot commt ex ante to the ex post optmal patent ownershp than when they can commt to t. That s, ê > e. Proof. See ppendx F. Proposton 3, whch s the man result of ths paper, states that both partes have a hgh ncentve to make R&D nvestments to obtan a patent when no agreement on the ownershp of the patent has been reached between two partes before a patent s obtaned, compared to when 2

26 an ex ante agreement on the optmal allocaton of the patent has been reached. oth partes recognze n advance that jont ownershp wth or wthout veto power s the ex post optmal ownershp allocaton, whch s determned dependng on the relatve mportance between selfsh and cooperatve nvestments. However, f they can commt ex ante to establsh jont ownershp as the optmal ownershp allocaton of the patent before the nnovaton, the ncentve for the R&D nvestment to obtan a patent for nnovaton dmnshes. If the research laboratores pay more attenton to the ncentve for ex ante R&D nvestment, t s not necessarly desrable for them to determne the ownershp allocaton of the patent at the ex ante stage, even f ts allocaton s optmal from the ex post vewpont. Proposton 3 suggests that t s possble that the partes wll not determne an ownershp allocaton ex ante f t s desrable that t be determned ex post. 12 esdes, we cannot obtan any explct results for the comparson between e F and ê. Thus, t may be possble that e F < ê. Ths s because t may be possble that the net prvate payoff of a party after the optmal ownershp allocaton has been renegotated exceeds the ex post net total surplus. Fnally, let us provde a numercal example n order to llustrate the result of Proposton 3 n a specfed functonal form. Under the assumpton that both partes are dentcal, consder the above analyzed surplus functon, v (x, y ) = x + a y. If a < 1 (resp. a > 1), selfsh (resp. cooperatve) nvestment s relatvely more mportant. 13 Specfy an dentcal probablty functon as π(e ) = he (2 e ) = h[ (e 1) 2 +1], where h > 1 s a parameter that represents the degree of the mpact on probablty of R&D nvestment. 1 Under ths functonal specfcaton, the R&D nvestment levels satsfy the followng equatons. 12 The result of Proposton 3 may be affected by the rsk atttude of partes that make R&D nvestments. If the partes are rsk averse, they prefer obtanng a fxed amount of prvate payoff that s expected on a later date f they succeed n nnovatng, U ( N or J), to gan a fluctuatng prvate payoff, dependng on whether they succeed n nnovatng, U,bo. However, research nsttutes are more lkely to seek rsks when faced wth uncertanty. There may be no need to consder a stuaton wheren they behave as rsk averters. 13 The prvate payoffs of party are calculated n ppendx G. 1 In order to guarantee that π (e ) = 2h(1 e ) > 0, e must be n the range of [0, 1). π (e ) = 2h < 0 s always satsfed. In order to guarantee that π(e ) les n (0, 1), the doman of e must le n the nterval of [0, e], h(h 1) e 1 h π (0) = 2h > 1. (< 1). The assumpton that lm e 0 π (e ) s suffcently larger than unty s satsfed because 25

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

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

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

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

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

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

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

ASSET OWNERSHIP AND IMPLICIT CONTRACTS*

ASSET OWNERSHIP AND IMPLICIT CONTRACTS* - 1 - ASSET OWNERSHIP AND IMPLICIT CONTRACTS* Iver Bragelen December 1998 Department of Fnance and Management Scence Norwegan School of Economcs and Busness Admnstraton N-5035 Bergen-Sandvken, Norway.

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

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

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

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

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

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

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

Domestic Savings and International Capital Flows

Domestic Savings and International Capital Flows Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal

More information

Competition, Human Capital and Innovation Incentives

Competition, Human Capital and Innovation Incentives Competton, Human Captal and Innovaton Incentves Competton, Human Captal and Innovaton Incentves Abstract Ths paper sheds lght on the changng nature of the frm and offers an explanaton for why nnovatve,

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

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

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

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

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

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

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

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

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

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

Chapter 15: Debt and Taxes

Chapter 15: Debt and Taxes Chapter 15: Debt and Taxes-1 Chapter 15: Debt and Taxes I. Basc Ideas 1. Corporate Taxes => nterest expense s tax deductble => as debt ncreases, corporate taxes fall => ncentve to fund the frm wth debt

More information

Random Variables. b 2.

Random Variables. b 2. Random Varables Generally the object of an nvestgators nterest s not necessarly the acton n the sample space but rather some functon of t. Techncally a real valued functon or mappng whose doman s the sample

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

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

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

REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY

REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY 1 Table of Contents INTRODUCTION 3 TR Prvate Equty Buyout Index 3 INDEX COMPOSITION 3 Sector Portfolos 4 Sector Weghtng 5 Index Rebalance 5 Index

More information

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999 FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS by Rchard M. Levch New York Unversty Stern School of Busness Revsed, February 1999 1 SETTING UP THE PROBLEM The bond s beng sold to Swss nvestors for a prce

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

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

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

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

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

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

TAXATION AS AN INSTRUMENT OF STIMULATION OF INNOVATION-ACTIVE BUSINESS ENTITIES

TAXATION AS AN INSTRUMENT OF STIMULATION OF INNOVATION-ACTIVE BUSINESS ENTITIES TAXATIO AS A ISTRUMET OF STIMULATIO OF IOVATIO-ACTIVE BUSIESS ETITIES Андрей Сергеевич Нечаев Andrej Sergeevch echaev Summary: The analyss of the theoretcal materal revealed the lack of consensus on defnton

More information

Proceedings of the 2nd International Conference On Systems Engineering and Modeling (ICSEM-13)

Proceedings of the 2nd International Conference On Systems Engineering and Modeling (ICSEM-13) Proceedngs of the 2nd Internatonal Conference On Systems Engneerng and Modelng (ICSEM-13) Research on the Proft Dstrbuton of Logstcs Company Strategc Allance Based on Shapley Value Huang Youfang 1, a,

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

Benefit-Cost Analysis

Benefit-Cost Analysis Chapter 12 Beneft-Cost Analyss Utlty Possbltes and Potental Pareto Improvement Wthout explct nstructons about how to compare one person s benefts wth the losses of another, we can not expect beneft-cost

More information

FM303. CHAPTERS COVERED : CHAPTERS 5, 8 and 9. LEARNER GUIDE : UNITS 1, 2 and 3.1 to 3.3. DUE DATE : 3:00 p.m. 19 MARCH 2013

FM303. CHAPTERS COVERED : CHAPTERS 5, 8 and 9. LEARNER GUIDE : UNITS 1, 2 and 3.1 to 3.3. DUE DATE : 3:00 p.m. 19 MARCH 2013 Page 1 of 11 ASSIGNMENT 1 ST SEMESTER : FINANCIAL MANAGEMENT 3 () CHAPTERS COVERED : CHAPTERS 5, 8 and 9 LEARNER GUIDE : UNITS 1, 2 and 3.1 to 3.3 DUE DATE : 3:00 p.m. 19 MARCH 2013 TOTAL MARKS : 100 INSTRUCTIONS

More information

A Theory of Predation Based on Agency Problems in Financial Contracting

A Theory of Predation Based on Agency Problems in Financial Contracting A Theory of Predaton Based on Agency Problems n Fnancal Contractng Patrck Bolton, Davd S. Scharfsten The Amercan Economc evew, Volume 80, Issue Mar., 990, 93-06. Presented by Tatana Levna The Borrower-Lender

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

More information

MEMORANDUM. Department of Economics University of Oslo. Cathrine Hagem

MEMORANDUM. Department of Economics University of Oslo. Cathrine Hagem MEMORANDUM No 19/26 Clean development mechansm (CDM) vs. nternatonal permt tradng the mpact on technologcal change. Cathrne Hagem ISSN: 89-8786 Department of Economcs Unversty of Oslo Ths seres s publshed

More information

Linear Combinations of Random Variables and Sampling (100 points)

Linear Combinations of Random Variables and Sampling (100 points) Economcs 30330: Statstcs for Economcs Problem Set 6 Unversty of Notre Dame Instructor: Julo Garín Sprng 2012 Lnear Combnatons of Random Varables and Samplng 100 ponts 1. Four-part problem. Go get some

More information

Economics of Open Source Technology: A Dynamic Approach

Economics of Open Source Technology: A Dynamic Approach Economcs of Open Source Technology: A Dynamc Approach Jeongmeen Suh Soongsl Unversty Murat Yılmaz Boğazç Unversty February 8, 2018 Abstract We analyze open source lcensng and ts effects on frms decsons

More information

Tests for Two Correlations

Tests for Two Correlations PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.

More information

arxiv:cond-mat/ v1 [cond-mat.other] 28 Nov 2004

arxiv:cond-mat/ v1 [cond-mat.other] 28 Nov 2004 arxv:cond-mat/0411699v1 [cond-mat.other] 28 Nov 2004 Estmatng Probabltes of Default for Low Default Portfolos Katja Pluto and Drk Tasche November 23, 2004 Abstract For credt rsk management purposes n general,

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

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

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

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773

More information

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers II. Random Varables Random varables operate n much the same way as the outcomes or events n some arbtrary sample space the dstncton s that random varables are smply outcomes that are represented numercally.

More information

A Utilitarian Approach of the Rawls s Difference Principle

A Utilitarian Approach of the Rawls s Difference Principle 1 A Utltaran Approach of the Rawls s Dfference Prncple Hyeok Yong Kwon a,1, Hang Keun Ryu b,2 a Department of Poltcal Scence, Korea Unversty, Seoul, Korea, 136-701 b Department of Economcs, Chung Ang Unversty,

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

Advisory. Category: Capital

Advisory. Category: Capital Advsory Category: Captal NOTICE* Subject: Alternatve Method for Insurance Companes that Determne the Segregated Fund Guarantee Captal Requrement Usng Prescrbed Factors Date: Ths Advsory descrbes an alternatve

More information

Maturity Effect on Risk Measure in a Ratings-Based Default-Mode Model

Maturity Effect on Risk Measure in a Ratings-Based Default-Mode Model TU Braunschweg - Insttut für Wrtschaftswssenschaften Lehrstuhl Fnanzwrtschaft Maturty Effect on Rsk Measure n a Ratngs-Based Default-Mode Model Marc Gürtler and Drk Hethecker Fnancal Modellng Workshop

More information

ECON 4921: Lecture 12. Jon Fiva, 2009

ECON 4921: Lecture 12. Jon Fiva, 2009 ECON 4921: Lecture 12 Jon Fva, 2009 Roadmap 1. Introducton 2. Insttutons and Economc Performance 3. The Frm 4. Organzed Interest and Ownershp 5. Complementarty of Insttutons 6. Insttutons and Commtment

More information

Creating a zero coupon curve by bootstrapping with cubic splines.

Creating a zero coupon curve by bootstrapping with cubic splines. MMA 708 Analytcal Fnance II Creatng a zero coupon curve by bootstrappng wth cubc splnes. erg Gryshkevych Professor: Jan R. M. Röman 0.2.200 Dvson of Appled Mathematcs chool of Educaton, Culture and Communcaton

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

Chapter 10 Making Choices: The Method, MARR, and Multiple Attributes

Chapter 10 Making Choices: The Method, MARR, and Multiple Attributes Chapter 0 Makng Choces: The Method, MARR, and Multple Attrbutes INEN 303 Sergy Butenko Industral & Systems Engneerng Texas A&M Unversty Comparng Mutually Exclusve Alternatves by Dfferent Evaluaton Methods

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

Chapter 5 Bonds, Bond Prices and the Determination of Interest Rates

Chapter 5 Bonds, Bond Prices and the Determination of Interest Rates Chapter 5 Bonds, Bond Prces and the Determnaton of Interest Rates Problems and Solutons 1. Consder a U.S. Treasury Bll wth 270 days to maturty. If the annual yeld s 3.8 percent, what s the prce? $100 P

More information

The Economics of Inter-City Competition in Financial and Distribution Markets

The Economics of Inter-City Competition in Financial and Distribution Markets Journal of Economcs and Management, 016, Vol. 1, o. 1, 85-117 The Economcs of Inter-Cty Competton n nancal and strbuton Markets Eddery Lam epartment of Economcs, Rochester Insttute of Technology, U..A.

More information

The effect of group size on public good provision in a repeated game setting

The effect of group size on public good provision in a repeated game setting Journal of Publc Economcs 72 (1999) 121 134 The effect of group sze on publc good provson n a repeated game settng Paul Pecorno* epartment of Economcs, Fnance and Legal Studes, Box 870224, Unversty of

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

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

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES ECO 209 MACROECONOMIC THEOR AND POLIC LECTURE 8: THE OPEN ECONOM WITH FIXED EXCHANGE RATES Gustavo Indart Slde 1 OPEN ECONOM UNDER FIXED EXCHANGE RATES Let s consder an open economy wth no captal moblty

More information

Special Interest Politics: Contribution Schedules versus Nash Bargaining

Special Interest Politics: Contribution Schedules versus Nash Bargaining Specal Interest Poltcs: Contrbuton Schedules versus Nash Barganng Achm Voss School of Economcs and Socal Scences, Unversty of Hamburg, Von-Melle-Park 5, 20146 Hamburg, Germany. Tel.: +49 40 42838 4529.

More information

Global Optimization in Multi-Agent Models

Global Optimization in Multi-Agent Models Global Optmzaton n Mult-Agent Models John R. Brge R.R. McCormck School of Engneerng and Appled Scence Northwestern Unversty Jont work wth Chonawee Supatgat, Enron, and Rachel Zhang, Cornell 11/19/2004

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

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

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

IND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A)

IND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A) IND E 20 Fnal Exam Solutons June 8, 2006 Secton A. Multple choce and smple computaton. [ ponts each] (Verson A) (-) Four ndependent projects, each wth rsk free cash flows, have the followng B/C ratos:

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

Timing of wage setting when firms invest in R&D

Timing of wage setting when firms invest in R&D Tmng of wage settng when frms nvest n R&D Juan Carlos Bárcena-Ruz * and María Luz Campo Dpto. de Fundamentos del Análss Económco I. Unversdad del País Vasco. Avda. Lehendakar Agurre, 83. 48015 Blbao, Span.

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

Financial mathematics

Financial mathematics Fnancal mathematcs Jean-Luc Bouchot jean-luc.bouchot@drexel.edu February 19, 2013 Warnng Ths s a work n progress. I can not ensure t to be mstake free at the moment. It s also lackng some nformaton. But

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

COST ALLOCATION IN PUBLIC ENTERPRISES: THE CORE AND ISSUES OF CROSS-SUBSIDIZATION. Haralambos D Sourbis*

COST ALLOCATION IN PUBLIC ENTERPRISES: THE CORE AND ISSUES OF CROSS-SUBSIDIZATION. Haralambos D Sourbis* COST ALLOCATION IN PUBLIC ENTERPRISES: THE CORE AND ISSUES OF CROSS-SUBSIDIZATION By Haralambos D Sourbs* Abstract Ths paper examnes the mplcatons of core allocatons on the provson of a servce to a communty

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

A Bootstrap Confidence Limit for Process Capability Indices

A Bootstrap Confidence Limit for Process Capability Indices A ootstrap Confdence Lmt for Process Capablty Indces YANG Janfeng School of usness, Zhengzhou Unversty, P.R.Chna, 450001 Abstract The process capablty ndces are wdely used by qualty professonals as an

More information

Solution of periodic review inventory model with general constrains

Solution of periodic review inventory model with general constrains Soluton of perodc revew nventory model wth general constrans Soluton of perodc revew nventory model wth general constrans Prof Dr J Benkő SZIU Gödöllő Summary Reasons for presence of nventory (stock of

More information

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal

More information

Bargaining over Strategies of Non-Cooperative Games

Bargaining over Strategies of Non-Cooperative Games Games 05, 6, 73-98; do:0.3390/g603073 Artcle OPEN ACCESS games ISSN 073-4336 www.mdp.com/ournal/games Barganng over Strateges of Non-Cooperatve Games Guseppe Attanas, *, Aurora García-Gallego, Nkolaos

More information

Markovian Equilibrium in a Model of Investment Under Imperfect Competition

Markovian Equilibrium in a Model of Investment Under Imperfect Competition Markovan Equlbrum n a Model of Investment Under Imperfect Competton Thomas Fagart 8th January 2014 Abstract In ths paper, we develop and analyze a classc dynamc model of rreversble nvestment under mperfect

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

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

SIMPLE FIXED-POINT ITERATION

SIMPLE FIXED-POINT ITERATION SIMPLE FIXED-POINT ITERATION The fed-pont teraton method s an open root fndng method. The method starts wth the equaton f ( The equaton s then rearranged so that one s one the left hand sde of the equaton

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

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

Tests for Two Ordered Categorical Variables

Tests for Two Ordered Categorical Variables Chapter 253 Tests for Two Ordered Categorcal Varables Introducton Ths module computes power and sample sze for tests of ordered categorcal data such as Lkert scale data. Assumng proportonal odds, such

More information

Lecture Note 1: Foundations 1

Lecture Note 1: Foundations 1 Economcs 703 Advanced Mcroeconomcs Prof. Peter Cramton ecture Note : Foundatons Outlne A. Introducton and Examples B. Formal Treatment. Exstence of Nash Equlbrum. Exstence wthout uas-concavty 3. Perfect

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

Control vs. Incentive the Optimal Allocation of Ownership

Control vs. Incentive the Optimal Allocation of Ownership Control vs Incentve the Optmal Allocaton of Ownershp Tanx Wang London School of Economcs The paper frst dfferentates control and ncentve Then t shows that ntegraton n whch the prncpal gets ownershp of

More information