Cooperative vs. non-cooperative R&D incentives under incomplete information
|
|
- Herbert Benjamin Butler
- 5 years ago
- Views:
Transcription
1 MPRA Munh Personl RePE Arhve oopertve vs. non-oopertve R&D nentves under nomplete nformton Trun Kbr nd Srobont httopdhyy Indn Sttstl Insttute, Kolkt, Vdysgr ollege for Women, Kolkt 30 September 014 Onlne t MPRA Pper No. 55, posted 13 Otober :48 UT
2 oopertve vs. Non-oopertve R&D Inentves under Inomplete Informton* Trun Kbr Indn Sttstl Insttute, Kolkt nd Srobont httopdhyy Vdysgr ollege for Women, Kolkt Otober 014 *Aknowledgement: We would lke to thnk n nonymous referee of the ournl, who hs provded detled omments nd suggestons on the erler drft of the pper. However, ny remnng errors re ours. orrespondene to: Trun Kbr, Eonom Reserh Unt, Indn Sttstl Insttute, 03 B. T. Rod, Kolkt , Ind. E-ml Trun Kbr: trunkbr@hotml.om; Fx: E-ml Srobont httopdhyy: srobont@gml.om.
3 oopertve vs. Non-oopertve R&D Inentves under Inomplete Informton Abstrt Ths pper studes nentves for oopertve reserh vs-à-vs non-oopertve reserh n n nomplete nformton frmework. We show tht wth untty ompetton under symmetr nformton, the expeted pyoff from non-oopertve reserh goes down ompred to the se of symmetr nformton; hene RJV nentves of the frms re lrger under symmetr nformton. In ether se, however, the lrger s the sze of the ost-redung nnovton the lower s the nentve for oopertve reserh. Fnlly n our model, nomplete nformton does not ffet the onsumers welfre, but the frms beome worse off. Key words: oopertve R&D, non-oopertve R&D, RJV, nomplete nformton, onsumers welfre. JEL lssfton Index: D43, L13, O31. 1
4 1. Introduton Tehnologl progress nd eonom development go hnd n hnd. However, tehnologl progress reures well-dreted nd well-oordnted R&D efforts nd t nvolves huge nvestment nd unertnty n hevng suess. Even when the R&D sueeds, there s no gurntee tht the nnovtors wll be ble to reover the osts of R&D nvestment nd efforts beuse of the possblty of mtton, spllovers nd lekng out of knowledge. So provdng reured mount of R&D nentves to the prvte nvestors s n mportnt poly onern. To prevent or redue the thret of mtton nd lekng out of knowledge, strong nd enforeble ptent proteton my be lled for fter ll, ptent proteton mkes mtton ostly. As wy out of the problem of hgh R&D ost nd unertnty, poly mkers enourge oopertve reserh, or n prtulr, reserh ont venture RJV n whh the prvte nvestors shre the R&D ost s well s the reserh outome. 1 Free rdng problem s then lso redued. There s lredy n extensve lterture on the hoe of R&D orgnzton. Ths lterture dsusses, n prtulr, the hoe between oopertve nd non-oopertve R&D. For nstne, Mrt 11 ntrodues unertnty n R&D outome. d Aspremont nd Juemn 188 nd Suzumur 1 dsuss the hoe under spllovers. Mott 1 dsusses the hoe when produts re vertlly dfferentted. ho 1, 13 studes oopertve R&D wth morl hzrd. ombs 1 extends the model to the se when R&D ooperton mens oordntng multple reserh proets. Kbr nd Mukheree 000 dsuss the hoe between oopertve nd ndependent reserh n three-frm frmework. Mukheree nd Mrt 004 ntrodue tehnology trnsfer wth the hoe of R&D orgnzton. Slpo nd Wess 005 onsder the problem wth both spllovers nd unertnty. Kbr 006 studes the effet of mtton nd ptent proteton n the ontext of nnovtons of two produts nd Kbr 007 ntrodues synergy n R&D ooperton. On the other hnd, Mukheree nd Ry 00 onsder the 1 Followng the Ntonl oopertve Reserh At 184 lrge number of oopertve ventures hve been regstered n the US. For nstne, see Vonorts 17 nd Deoury 005. Also see Slpo 008 for dfferent forms of reserh ooperton nd the relted ssues.
5 problem when the R&D outome s ertn but there s unertnty n ptent pprovls. Suh n unertnty, t s shown, my ndue the frms to do oopertve reserh. Surprsngly, no work so fr hs studed the effet of nomplete nformton n the hoe between oopertve nd non-oopertve R&D. One we norporte symmetr nformton nto the problem, the mportnt uestons tht one my rse re the followng: Wht s the nentve for non-oopertve R&D under nomplete nformton? Does t go up or down ompred to the se of omplete nformton? Does ths lter the hoe of R&D orgnzton? How does ths omprson depend on the sze of the nnovton nd probblty of suess? Wht ould be the possble welfre effet of nomplete nformton for the onsumers nd produers? And so on. Hene the purpose of the present pper s to extend the nlyss of Mrt 11 to the se of symmetr nformton bout the R&D outome nd then dsuss the hoe between oopertve nd non-oopertve reserh. We ssume tht under nonoopertve R&D eh frm n observe only whether t tself s suessful, nd gven the nformton bout ts own suess or flure, t knows only the ondtonl probbltes of suess or flure of ts rvl frm. The mount of ost reduton resultng from suessful R&D effort, however, s eul for both the frms. Thus, two possble unt osts re relevnt for onsderton, the ost when R&D sueeds nd tht when R&D fls. When the gme rehes the stge of ompetton n the produt mrket, eh frm hs prvte nformton bout ts own unt ost, nd only probblst noton bout ts rvl frm s unt ost. Thus, bsed on the levels of unt osts, eh frm n hve two dsrete types: low, when R&D hs been suessful, nd hgh, when R&D hs fled. 3 On the other hnd, sne under RJV frms ondut ther reserh n sngle lb nd ontrbute to R&D efforts, ll the prtners hve eul knowledge of nd ess to the R&D outomes. 3 In dfferent ontext though, Ds Vrm 003 lso trets ost reduton due to dopton of proess nnovton s prvte nformton whh onsttutes types of frms whh ompete n n mperfetly ompettve mrket nd bd for obtnng the proess nnovton. He heks for the exstene of Byesn- Nsh eulbrum of the uton whh ensures n effent lloton of the onerned proess nnovton. The dfferene n tretment wth our pper s tht we onsder ost reduton due to own R&D efforts rther thn n dopton of proess nnovton through uton nd we onsder dsrete types. Also n our ontext the mount of ost reduton s ommon knowledge, but when the gme proeeds to the stge of 3
6 Then the frms re to dede ex nte whether they wll ooperte n R&D nd shre R&D osts nd outomes. They wll ooperte n reserh f nd only f the ex-nte the expeted pyoff from ooperton s strtly lrger. We derve the followng results. Frst, the presene of nomplete nformton redues the expeted pyoff of non-oopertve reserh; hene nentves for oopertve reserh vs--vs non-oopertve reserh re lrger under nomplete nformton. Seond, f the R&D ost s not lrge, oopertve reserh ours f nd only f the probblty of suess n R&D s ether low or hgh. On the other hnd, the lrger the sze of the nnovton, the lower s the nentve for oopertve R&D. Note tht symmetr nformton hs two opposng effets. It benefts the frm to the extent t holds prvte nformton. It hurts the frm beuse t does not extly know the rvl s type. Fnlly, the exstene of nomplete nformton hurts the frms, not the onsumers; hene the overll welfre of the eonomy my fll. 4 The pper s orgnzed s follows. In seton we set up the model nd dsuss the problem. Seton 3 derves welfre mpltons of nomplete nformton. Seton 4 onludes the pper.. Model We onsder n nterton of two symmetr frms both n R&D nd produton. ll them frm 1 nd frm. In the frst stge the frms ondut R&D nd n the seond stge they ompete n the produt mrket non-oopertvely. R&D, however, n be ether oopertve or non-oopertve. In ether se, the R&D outome s stohst. We ssume tht f n mount R > 0 s nvested n R&D nd the R&D s suessful, the unt ost of produton flls from the present unt ost > 0 to. Here > 0 represents the mount of ost reduton due to the suessful nnovton. Let 0,1 be the produt mrket ompetton, eh frm s unertn bout the type of ts ontender, nd thus eh frm hs prvte nformton bout ts tul unt ost. 4 See, n ths ontext, Mukheree nd Ry 007 whh dsusses the effets of proess ptents on nnovton nd welfre. 4
7 probblty of suess; therefore, flure ours wth probblty 1. 5 Throughout the nlyss we ssume tht the nnovton s mnor or non-drst n the sense tht even f only one frm sueeds n the nnovton effort, t stll nnot emerge s monopolst. Hene produt mrket ompetton s lwys duopoly n our model. Further, oopertve reserh s n the form of reserh ont venture RJV by whh the frms shre the R&D osts s well s R&D outomes, but under non-oopertve reserh eh frm nvests n ts own lb. Under RJV, sne both the frms ondut reserh ontly, they hve symmetr nformton bout the outome of the reserh. But under non-oopertve reserh, the reserh outome s perfetly observed by respetve frms lone nd not by ther ontenders. Hene, t the produton stge, there s symmetry of nformton bout the R&D outome. Eh frm knows whether t s tself suessful or not, but t knows only pror probblty dstrbuton over the outomes of the other frm s reserh, nd ths probblty dstrbuton long wth ts domn s ommon knowledge. Hene, wth nonoopertve reserh, the frms n the produt mrket wll ply Byesn gme. Therefore the frms wll hve to dede ex nte whether they wll ooperte n R&D or not. We ssume tht both the frms re rsk neutrl. We onsder the followng seuentl move gme. In the begnnng.e., t the R&D stge the frms dede whether they wll go for oopertve or non-oopertve R&D bsed on ther expeted pyoff estmton. Then t the produton stge they wll hoose unttes smultneously. If t s non-oopertve R&D n the frst stge, then they ply the Byesn Nsh gme n the seond stge, nd f t s oopertve R&D n the frst stge, t s smple Nsh gme n the seond stge. In the followng nlyss we onsder untty ompetton n the produt mrket wth perfet substtute goods. Let the mrket demnd for the produts be gven by p mx{ 0, 1 }; > 1 5 We dsuss the se of ontnuous dstrbuton of the R&D outome n dfferent pper. 5
8 where p s the pre of the produt nd s the supply of frm. We now estmte the expeted pyoffs of the frms from the hoe of eh of oopertve nd non-oopertve R&D..1 Benhmrk se: omplete Informton Ths s borrowed from Mrt 11. The expeted pyoff of eh frm under nonoopertve R&D s, π, 1 [ π, π, ] 1 π, R nd tht under oopertve reserh, π, 1 π, R / 3 Then the frms wll go for oopertve reserh f nd only f >, tht s, R / > [ π, π, π, π, ] 1 4 Gven the demnd funton 1, f nd be the unt osts of frms nd respetvely, the pyoff expresson of frm s gven by Hene the neulty 4 n be redued to obtn π,. 4 R / > 1 5 Sne the RHS of 5 s strtly onve n wth unue mxmum t 1/ nd RHS s 0 t both 0 nd 1, then f R s not very lrge, the bove neulty holds for both smll nd lrge, tht s, f the probblty of suess s ether hgh or low, oopertve reserh s preferred over non-oopertve reserh. We n now see the effet of nomplete nformton on the hoe of R&D orgnzton.. Inomplete nformton Non-oopertve R&D 6
9 At the end of the R&D stge eh frm knows whether t s suessful n R&D or not flure, but the other frm does not know, tht s, eh frm knows whether t hs hgh or low unt ost of produton, but ts rvl knows only the probblty dstrbuton; hene there s symmetr nformton. We need to fnd out the Byesn Nsh eulbrum n unttes. Here eh plyer s of two types, vz., suessful S or fled F, hene the S F Byesn Nsh eulbrum strtegy of plyer s,. Sne the plyers re otherwse symmetr, the symmetr strtegy hoe wll be S S 1 nd S F F 1 where see Appendx 1 S F F [ 3 ] 6 [ ] 6 The orrespondng pyoff of eh plyer n ses of suess nd flure re respetvely, S F π S nd π F. Now under non-oopertve reserh when frm nvests > 0 6 R, S F t gets gross pyoff of π wth probblty nd π wth probblty 1. Hene ex nte the expeted pyoff of frm from non-oopertve reserh s ~ S F π 1 π R 7 On substtuton, the expresson n be redued to obtn, ~ 5 R oopertve R&D Here eh frm nvests R / n the RJV nd whether the RJV sueeds or fls, the frms re lwys symmetr wth respet to R&D outome. Sne suess ours wth probblty nd flure wth probblty 1, ex nte the expeted pyoff of eh frm from R&D ooperton s, ~ [ ] R / 7
10 oopertve vs Non-oopertve R&D We re now n poston to stte the results n terms of the followng propostons. Proposton 1: Inomplete nformton bout the R&D outome redues the expeted pyoff under non-oopertve R&D. oopertve R&D nentves vs-à-vs nonoopertve R&D nentves re, therefore, lrger under nomplete nformton. Proof: The expeted pyoff from non-oopertve R&D under omplete nformton s gven by En. whh n be redued to get see Appendx Then we n esly hek tht Fnlly, we hve ~ ~ 5 4 R 10 > ~ <. therefore, oopertve R&D nentves vs-à-vs non-oopertve R&D nentves re lrger under nomplete nformton. Note tht the expeted pyoff under oopertve R&D remns unffeted wth the ntroduton of symmetry of nformton. Proposton : If R s not very lrge, then oopertve R&D s preferred to nonoopertve R&D f the probblty of suess s ether low or hgh. Non-oopertve R&D s preferred f the probblty of suess s of the ntermedte level. Proof: The result holds beuse ~ 5 / > 1 36 ~ > f nd only f, R 11 nd the RHS of 11 s nverted U-shped over 0,1. 8
11 Note tht neulty 11 s ute smlr to neulty 5. Hene the result underlyng Proposton 3 holds rrespetve of whether nformton s symmetr or symmetr. If R s lrge enough, oopertve R&D s lwys preferred. Now to see the effet of symmetry of nformton on the hoe of R&D orgnzton, we ompre neultes 5 nd 11. The RHS of eh of 5 nd 11 s strtly onve over 0,1 wth unue mxmum t 1/, but the RHS of 5 s lrger thn the RHS of 11 0,1. Thus nomplete nformton enhnes the sope for oopertve reserh. Ths result follows from the ft tht symmetr nformton extends the probblty ntervl for whh the expeted pyoff under oopertve reserh s lrger. In tht sense lso nomplete nformton nreses nentves for oopertve reserh. In Fgure 1, ondton 5 s stsfed for ll 0, U,1, nd ondton 11 holds for 0, U,1 ; < < <. Thus for, U,, oopertve R&D ours under nomplete nformton but not under omplete nformton. Sne symmetr nformton genertes unertnty for the plyers bout the extent of effeny of the rvls, they redue rsk by mens of oopertng n R&D. ondtons 5 nd 11 together suggest tht the lrger the sze of the nnovton, the lower s the nentve for oopertve reserh; however, nentves for oopertve reserh fll t slower rte under nomplete nformton. 3. Welfre Implton Gven the nlyss of the prevous seton, onsder the followng ses, dependng on the vlues of,.e., the probblty of suess n redung the unt ost by n mount. se 1: 0, U,1 Here under both omplete nd nomplete nformton the optml hoe of R&D orgnzton s oopertve reserh. Hene the expeted pyoff of eh frm under
12 omplete nd nomplete nformton re eul.e., ~ nd gven by. The orrespondng ndustry output n ether stuton s gven by [, 1, ]. Hene when the probblty of suess n R&D s too low or too hgh, nomplete nformton hs no effet on onsumer s welfre nd produers profts. se :, In ths se under both omplete nd nomplete nformton the frms wll hoose nonoopertve R&D. Then the pyoffs of eh frm under omplete nd nomplete nformton re respetvely gven by nd 7 or lterntvely, by 10 nd 8. We hve lredy shown n Proposton 1 tht ~ nformton redues eh frm s expeted proft. <. Therefore nomplete Now to see the effet on onsumers welfre, onsder the expeted ndustry output under these stutons. The ggregte output under omplete nformton s, Q [, 1,, 1, ] - [ ] 3 3 nd tht under nomplete nformton ~ Q Hene, nformton. 1 [ S 1 S F 1 F ] - [ ] 3 3 ~ Q Q, tht s, onsumers welfre s not ffeted by nomplete se 3:, U, Ths s the most nterestng se n the sense tht for these vlues of the frms wll hoose non-oopertve R&D under omplete nformton but oopertve R&D under nomplete nformton, tht s, nomplete nformton hnges the hoe of R&D orgnzton. Then the expeted pyoffs of eh frm under these regmes re gven by 10
13 nd ~. These re gven by the expressons 10 nd, respetvely. Sne for these vlues of we hve nd we hve ~ < >,.e., R < 1 / 4, then omprng ~, tht s, nomplete nformton not only hnges the hoe of R&D orgnzton but t lso redues eh frm s expeted pyoff. To see the effet on ggregte output, we hve Q gven by euton 1, but Q ~ s gven by - Q ~ [, 1, ] [ ] ~ Hene, Q Q, tht s, gn nomplete nformton hs no effet on output. The welfre results re summrzed n the followng proposton. Proposton 3: Gven the probblty of suess n R&D, s we move from omplete nformton to nomplete nformton regme, onsumers welfre remns unffeted; b The frms beome strtly worse off exept for very low or hgh probbltes of suess; nd The overll welfre of the eonomy goes down exept when the probblty of suess s ether too smll or too lrge. Note tht n Mukheree nd Ry 00, unertnty n ptent pprovls my ndue oopertve reserh, nd ompred to non-oopertve R&D regme, under oopertve reserh both onsumers nd produers strtly gn. On the ontrry, n our pper nomplete nformton my lso ndue oopertve reserh se 3 bove, but under ths stuton frms re strtly worse off lthough the onsumers welfre remns unhnged. Hene nomplete nformton tht ndues oopertve reserh my led to lower level of sol welfre. 6 6 In dfferent ontext, wth symmetr R&D osts, Mukheree nd Ry 014 hve shown tht entry redues the profts of the numbents nd hene t n redue welfre. 11
14 4. onluson In ths pper we hve extended the model of Mrt 11 to the se of symmetr nformton bout the R&D outome n the ontext of the hoe of R&D orgnzton. We hve derved two key results. Frst, f the frms do not know eh other s osts post R&D, then they hve n dded nentve to ooperte nd enter nto n RJV greement. Seond, the frms my beome worse off under ths senro whle onsumers my not get better off. As result, totl sol welfre, onsstng of both onsumers nd produers surplus my fll. Ths leds to poly dlemm n the ontext of the hoe of R&D orgnzton. Whle poles re dreted gnst produt mrket ooperton, R&D ooperton s generlly enourged. But, followng our results, f the frms pereve symmetr nformton t the stge of fnl goods produton wth respet to the R&D outomes of the rvl, oopertve reserh my be welfre redung. 1
15 13 Appendx Appendx 1 Let e be the expeted output of frm s pereved by frm. If t the end of R&D stge frm omes up wth unt ost, ts problem s : e ] [ mx. Ths leds to ts reton funton, e. Then 1 E e e. Under symmetry ssumpton e e e, hene 3 e. Ths gves ] 3 [ 6 1 ] 3 [ 1 S Smlrly, ] [ 6 1 F. Appendx Under untty ompetton,, π. Hene, R R R , 1 ],, [ 1, π π π π
16 Referenes ho, J.P. 1, oopertve R&D wth morl hzrd, Eonoms Letters 3, ho, J.P. 13, oopertve R&D wth produt mrket ompetton, Interntonl Journl of Industrl Orgnzton 11, ombs, K.L. 1, ost shrng vs. multple reserh proets n oopertve R&D, Eonoms Letters 3, D Aspremont,. nd A. Juemn 188, oopertve nd non-oopertve R&D n duopoly wth spllovers, Amern Eonom Revew 5, Ds Vrm, G. 003 Bddng for Proess Innovton Under Alterntve Modes of ompetton, Interntonl Journl of Industrl Orgnzton, 1, Deoury, J. 005, orporte R&D nd strteg trde poly, ndn Journl of Eonoms 38, Kbr, T. 007, On the nentves for oopertve reserh, Reserh n Eonoms 61, Kbr, T. 006, On the nentves for oopertve nd non-oopertve R&D n duopoly, Arthnt New Seres 5, Kbr, T. nd A. Mukheree 000, ooperton n R&D nd produton --- A threefrm nlyss, Journl of Eonoms 71, Mrt, S. 11, Inentves for oopertve nd non-oopertve R nd D n duopoly, Eonoms Letters 37,
17 Mott, M. 1, oopertve R&D nd vertl produt dfferentton, Interntonl Journl of Industrl Orgnzton 10, Mukheree, A nd S. Mrt 004, R&D orgnzton nd tehnology trnsfer, Group Deson nd Negotton 13, Mukheree, A. nd A. Ry 007, Ptents, mtton nd welfre, Eonoms of Innovton nd New Tehnology 16, Mukheree, A. nd A. Ry 00, Unsuessful ptent pplton nd oopertve R&D, Journl of Eonoms 7, Mukheree, A. nd A. Ry 014, Entry, proft nd welfre under symmetr R&D osts, the Mnhester Shool 8, Slpo, D.B. 008, Inentves nd forms of ooperton n reserh nd development, Reserh n Eonoms 6, Slpo, D.B. nd A. Wess 005, ooperton nd ompetton n n R&D mrket wth spllovers, Reserh n Eonoms 5, Suzumur, K. 1, oopertve nd non-oopertve R&D n n olgopoly wth spllovers, Amern Eonom Revew 8, Vonorts, N 17, Reserh ont ventures n the U.S., Reserh Poly 6,
18 LHS & RHS of 5 nd 11 RHS of 5 R / RHS of 11 0 ½ 1 Fgure 1: hoe of oopertve nd Non-oopertve R&D 16
Working Paper No. 245
ISSN No 5 7 CDE August 05 Optiml Vlue of Ptent in n Asymmetri Cournot Duopoly Mrket Udy Bhnu Sinh Emil: udy@eondseorg Deprtment of Eonomis Delhi Shool of Eonomis Working Pper No 5 http://wwwdedseorg/working-pper-frmesethtm
More informationEFFECTS OF THE SINGLE EUROPEAN MARKET ON WELFARE OF THE PARTICIPATING COUNTRIES (theoretical approach)
EFFECTS OF THE SINGLE EUROEAN MARKET ON ELFARE OF THE ARTICIATING COUNTRIES theoretil pproh O ELHD&DU\:DUVDZ6FKRRORIFRRLFV:DUVDZRODG Agnieszk Rusinowsk, rsw Shool of Eonomis, rsw, olnd In this note we
More informationThe vertical differentiation model in the insurance market
The vertal dfferentaton model n the nsurane market Mahto Okura * bstrat Ths note exlores the vertal dfferentaton model n the nsurane market. The man results are as follows. Frst, the eulbrum re dfferental
More information1 Manipulation for binary voters
STAT 206A: Soil Choie nd Networks Fll 2010 Mnipultion nd GS Theorem Otoer 21 Leturer: Elhnn Mossel Srie: Kristen Woyh In this leture we over mnipultion y single voter: whether single voter n lie out his
More informationDynamic model of funding in interbank payment systems
5 th Bn of Fnlnd s Pyment nd Settlement Smulton Semnr August 2007 Dscusson of Mrco Glbt nd Kmmo Sormä s Dynmc model of fundng n nterbn pyment systems By Fben Renult (Bnque de Frnce) The vews expressed
More informationStatic (or Simultaneous- Move) Games of Incomplete Information
Stti or Simultneous- Move Gmes of Inomlete Informtion Introdution to Stti Byesin Gmes Teori dos Jogos - Filomen Gri Tody s Agend Wht is stti gme of inomlete informtion? Prisoners dilemm of inomlete informtion
More informationConflict in Cross Border Mergers Effect in Firm and Market Size
P-- Conflit in Cross order ergers Effet in Firm nd rket Size Poonm ehr Indir Gndhi Institute of Development Reserh, umbi Deember http://www.igidr..in/pdf/publition/p--.pdf Conflit in Cross order ergers
More informationUNIVERSITY OF NOTTINGHAM. Discussion Papers in Economics BERTRAND VS. COURNOT COMPETITION IN ASYMMETRIC DUOPOLY: THE ROLE OF LICENSING
UNIVERSITY OF NOTTINGHAM Discussion Ppers in Economics Discussion Pper No. 0/0 BERTRAND VS. COURNOT COMPETITION IN ASYMMETRIC DUOPOLY: THE ROLE OF LICENSING by Arijit Mukherjee April 00 DP 0/0 ISSN 160-48
More informationStrategic Dynamic Sourcing from Competing Suppliers with Transferable Capacity Investment
Strateg Dynam Sourng from Competng Supplers wth Transferable Capaty nvestment Cuhong L Laurens G. Debo Shool of Busness, Unversty of Connetut, Storrs, CT 0669 The Booth Shool of Busness, Unversty of Chago,
More informationTHREE-STAGE ENTRY GAME: THE STRATEGIC EFFECTS OF ADVERTISING
Yugoslv Journl of Opertons Reserch (0), Number, 63-85 DOI: 0.98/YJOR063K THREE-STAGE ENTRY GAME: THE STRATEGIC EFFECTS OF ADVERTISING Mrj KUZMANOVIĆ, Ver KOVAČEVIĆ-VUJČIĆ, Mln MARTIĆ Unversty of Belgrde,
More informationChapter 02: Determination of Interest Rates
Finnil Mrkets nd Institutions 12th Edition Mdur TEST BANK Full ler downlod (no formtting errors) t: https://testnkrel.om/downlod/finnil-mrkets-institutions-12th-edition-mdur-testnk/ Finnil Mrkets nd Institutions
More informationPrice 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 information3-D Grid-Based Localization Technique in Mobile Sensor Networks
Wreless Sensor Network, 2010, 2, 828-837 do:10.4236/wsn.2010.211100 Publshed Onlne November 2010 (http://www.srp.org/journl/wsn) 3-D Grd-Bsed Lolzton Tehnque n Moble Sensor Networks Abstrt J L 1, Le Sun
More informationOverview. Economics Chapter 10. Normal Form Game. A Normal Form Game. Normal Form Game: Scenario Analysis. Normal Form Game: Scenario Analysis
Eonomis 3030 Chpter Gme Theory: Inside Oligopoly Overview I. Introdution to Gme Theory II. Simultneous-Move, One-Shot Gmes III. Infinitely Repeted Gmes IV. Finitely Repeted Gmes V. Multistge Gmes 2 rml
More informationUNIVERSITY OF NOTTINGHAM. Discussion Papers in Economics BERTRAND AND COURNOT COMPETITIONS IN A DYNAMIC GAME
UNIVERSITY OF NOTTINGHAM Dsusson Paers n Eonoms Dsusson Paer No. 03/06 BERTRAND AND COURNOT COMPETITIONS IN A DYNAMIC GAME y Arjt Mukherjee Arl 003 DP 03/06 ISSN 360-438 UNIVERSITY OF NOTTINGHAM Dsusson
More informationE-Merge Process Table (Version 1)
E-Merge Proess Tle (Version 1) I 1 Indiies Trgets Stte Energy Environmentl ESTABLISHING GOALS & BASELINES Identify gols from stte energy offie perspetive Identify stte puli helth nd welfre gols ffeted
More informationInequality, imperfect competition, and fiscal policy
MRA Munch ersonl ReEc Archve Inequlty, mperfect competton, nd fscl polcy vlos Blmtss 4 October 07 Onlne t https://mpr.ub.un-muenchen.de/8556/ MRA per No. 8556, posted 0 November 07 07:09 UTC Inequlty,
More informationKeele Economics Research Papers
KERP 00/0 Innovaton Lensng and Welfare Art Mukheree Keele Eonoms Researh Paers Keele February 00 KERP Keele Eonoms Researh Paers The Keele Eonoms Deartment rodues ths seres of researh aers n order to stmulate
More informationTwo-Settlement Electricity Markets with Price Caps and Cournot Generation Firms
Two-Settlement Eletrty Markets wth Pre Caps and Cournot Generaton Frms Jan Yao, Shmuel S. Oren, Ilan Adler Department of Industral Engneerng and Operatons Researh 4141 Etheverry Hall, Unversty of Calforna
More informationImpacts of Changes in Exchange Rate and International Prices on Agriculture and Economy of the Sudan: Computable General Equilibrium Analysis
Sustnble Agrulture Reserh; Vol. 1, No. 2; 2012 ISSN 1927-050X E-ISSN 1927-0518 Publshed by Cndn Center o Sene nd Eduton Impts o Chnges n Exhnge Rte nd Interntonl Pres on Agrulture nd Eonomy o the Sudn:
More informationProximate Determinants of Fertility in Ghana: An Analysis of Method of Estimation
Proxmte Determnnts o Fertlty n Ghn: An Anlyss o Method o Estmton Edmund Essh Ameyw*, Mrgret Dell Bdsu**, Smuel N.A. odjoe** *Dertment o Mthemts, Howrd Unversty, Wshngton, D 20059, USA **Regonl nsttute
More informationMaximizing Profit: Chapter 9: Weekly Revenue and Cost Data for a Gold Miner. Marginal Revenue:
Chpter : Mximizing rofit: rofit = Totl Revenue - Totl Cost Mrginl Revenue: It mesures the hnge in totl revenue generted y one dditionl unit of goods or servies. Totl Revenue (TR) = Averge Revenue (AR)
More informationChoice of strategic variables under relative profit maximization in asymmetric oligopoly
Economics nd Business Letters () 5-6 04 Choice of strtegic vriles under reltive profit mximiztion in symmetric oligopoly Atsuhiro Stoh Ysuhito Tnk * Fculty of Economics Doshish University Kyoto Jpn Received:
More informationTwo-settlement electricity markets with price caps and Cournot generation firms q,qq
European Journal of Operatonal Researh 181 (2007) 1279 1296 www.elsever.om/loate/ejor Two-settlement eletrty markets wth pre aps and Cournot generaton frms q,qq Jan Yao *, Shmuel S. Oren, Ilan Adler Department
More informationCorporate 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 informationSection 2.2 Trigonometry: The Triangle Identities
Se. 2.2 Trigonometry: The Tringle Identities 7 Setion 2.2 Trigonometry: The Tringle Identities DJENT ND OPPOSITE SIDES The study of tringle trigonometry is entered round the ute ngles in right tringle.
More informationChapter I. Please purchase PDF Split-Merge on to remove this watermark.
Chpter I 16 CHATER I Dodge (1969) ponts out tht The eptne qulty ontrol system tht ws developed enompssed the onept of protetng the onsumer from gettng uneptbly defetve mterl, nd enourgng the proedure n
More informationElements 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 informationAirport s Profit Sharing: Effects on Investment Incentives, Competition and Social Welfare
EJTIR Issue 4 0 pp. 9-4 ISSN: 567-74.ejtir.tbm.tudelft.nl irport s Profit Shring: Effets on Investment Inentives Competition nd Soil Welfre Pul Srmento ntónio Brndão CE.UP nd ulty of Eonomis of University
More informationAn Economic Analysis of Interconnection Arrangements between Internet Backbone Providers
ONLINE SUPPLEMENT TO An Eonom Analyss of Interonneton Arrangements between Internet Bakbone Provders Yong Tan Unversty of Washngton Busness Shool Box 353 Seattle Washngton 9895-3 ytan@uwashngtonedu I Robert
More informationAre Gas Release Auctions Effective? Are Gas Release Auctions Effective? Friedel Bolle Yves Breitmoser. November Abstract:
2 Are as Release Autons Effetve? Fredel Bolle Yves Bretmoser November 2006 Are as Release Autons Effetve? Fredel Bolle Yves Bretmoser Abstrat: European and natonal artel authortes have requred domnant
More informationRevision Topic 14: Algebra
Revision Topi 1: Algebr Indies: At Grde B nd C levels, you should be fmilir with the following rules of indies: b b y y y i.e. dd powers when multiplying; y b b y y i.e. subtrt powers when dividing; b
More informationDifferential rain attenuation
Recommendton ITU-R.85-0/009) Dfferentl rn ttenuton Seres Rdowve propgton Rec. ITU-R.85- Foreword The role of the Rdocommuncton Sector s to ensure the rtonl, equtble, effcent nd economcl use of the rdo-frequency
More informationCountry Portfolios. Aart Kraay, The World Bank. Norman Loayza, The World Bank. Luis Servén, The World Bank
orthcomng, Journl of the Europen Economc Assocton Country Portfolos Art Kry, The World Bnk Normn Loyz, The World Bnk Lus Servén, The World Bnk Jume Ventur, CREI nd Unverstt Pompeu br Revsed verson: October
More informationElton, Gruber, Brown, and Goetzmann. Modern Portfolio Theory and Investment Analysis, 7th Edition. Solutions to Text Problems: Chapter 14
Elton, Gruer, Brown, nd Goetznn odern Portfolo Theory nd Investent Anlyss, 7th Edton Solutons to Text Proles: hpter 14 hpter 14: Prole 1 Gven the zero-et securty rket lne n ths prole, the return on the
More informationChapter 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 informationDynamic Analysis for Voluntary Import Expansions (VIEs) in the "Post GATT/WTO Era": Free Trade Promoter or Trade Barrier
ynam nalyss for Voluntary Import xpansons VIs n the "Post GTT/WTO ra": Free Trade Promoter or Trade arrer aopeng Yn * MGll Unversty Marh 001 bstrat Voluntary Imports xpansons VIs are nreasngly beomng an
More informationApplications 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 informationUniversité Paris I Panthéon Sorbonne UFR de Sciences Economiques 02 MASTER Recherche : Analyse et Politiques Macroéconomiques.
Unversté Pars Panthéon orbonne UFR de enes Eonomques 02 MATER Reherhe : Analyse et Poltques Maroéonomques Modèles ord-ud: Endogènsaton des omportements mgratores des travalleurs qualfes nduts par l mplantaton
More informationUNIT 5 ACCEPTANCE SAMPLING PLANS 5.1 INTRODUCTION. Structure. 5.1 Introduction. 5.2 Inspection 5.3 Acceptance Sampling Plan
UNIT 5 ACCEPTANCE SAMPLING PLANS Struture 5.1 Introdution Objetives 5.2 Inspetion 5.3 Aeptne Smpling Pln Advntges nd Limittions of Aeptne Smpling Types of Aeptne Smpling Plns 5.4 Implementtion of Aeptne
More informationT4.3 - Inverse of Matrices & Determinants
() Review T. - nverse of Mtries & Determinnts B Mth SL - Sntowski - t this stge of stuying mtries, we know how to, subtrt n multiply mtries i.e. if Then evlute: () + B (b) - () B () B (e) B n B (B) Review
More information3/1/2016. Intermediate Microeconomics W3211. Lecture 7: The Endowment Economy. Today s Aims. The Story So Far. An Endowment Economy.
1 Intermedite Microeconomics W3211 Lecture 7: The Endowment Economy Introduction Columbi University, Spring 2016 Mrk Den: mrk.den@columbi.edu 2 The Story So Fr. 3 Tody s Aims 4 Remember: the course hd
More informationProblem Set 2 Suggested Solutions
4.472 Prolem Set 2 Suggested Solutions Reecc Zrutskie Question : First find the chnge in the cpitl stock, k, tht will occur when the OLG economy moves to the new stedy stte fter the government imposes
More information1%(5:25.,1*3$3(56(5,(6 &28175<3257)2/,26. $DUW.UDD\ 1RUPDQ/RD\]D /XLV6HUYpQ -DXPH9HQWXUD :RUNLQJ3DSHU KWWSZZZQEHURUJSDSHUVZ
1%(5:5.,1*3$3(56(5,(6 &8175
More informationArithmetic and Geometric Sequences
Arithmetic nd Geometric Sequences A sequence is list of numbers or objects, clled terms, in certin order. In n rithmetic sequence, the difference between one term nd the next is lwys the sme. This difference
More informationThe Strategic Role of Public R&D in Agriculture
The Strate Role of Publ R&D n Arulture Alejandro Onofr Departent of Arultural Eonos Unversty of Nebraska-noln Konstantnos Gannakas Departent of Arultural Eonos Unversty of Nebraska-noln Abstrat - The role
More informationTiming 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 informationStudy on Trade Restrictiveness of Agricultural Policies in Iran
Internatonal Journal of Agrultural Sene and Researh Volume, Number 1, Wnter 011(Seral #) Study on Trade Restrtveness of Agrultural Poles n Iran G. rouz 1 *; R. Moghaddas 1 ; S. Yazdan 1: Department of
More informationA Novel Method for Ranking Generalized Fuzzy Numbers *
JOUN OF INFOMTION SCIENCE ND ENGINEEING 3 373-385 05 Novel Metho for nng Generlze Fuzzy Numers PUSHPINDE SINGH Deprtment of Computer Sene Ply Unversty CZ-7746 Olomou Czeh epul E-ml: {pushpnersnl}@gml.om;
More informationLinear 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 informationSTRATEGY CHOICE IN TOURISM SUPPLY CHAINS FOR PACKAGE HOLIDAYS: A GAME-THEORETIC APPROACH
Unversty of Massahusetts Amherst SholarWorks@UMass Amherst Toursm Travel and esearh Assoaton: Advanng Toursm esearh Globally 007 ttra Internatonal Conferene STATEGY CHOICE I UISM SULY CIS FO ACKAGE HOLIDAYS:
More informationDry Matter Intake Decreases Shortly After Initiation of Feeding Zilmax During the Summer
Dry Mtter Intke Dereses Shortly After Initition of Feeding Zilmx During the C.D. Reinhrdt, C.I. Vhl, nd B.E. Depenush Introdution Sine Zilmx (zilpterol hydrohloride, ZIL; Merk Animl Helth, Summit, NJ)
More informationConvex Hull Pricing in Electricity Markets: Formulation, Analysis, and Implementation Challenges
Conve Hull Prng n Eletrty Markets: Formulaton, Analyss, and Implementaton Challenges Dane A. Shro, Tongn Zheng, Feng Zhao, Eugene Ltvnov 1 Abstrat Wdespread nterest n Conve Hull Prng has unfortunately
More informationProblem 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 informationProblem 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 informationAddition and Subtraction
Addition nd Subtrction Nme: Dte: Definition: rtionl expression A rtionl expression is n lgebric expression in frction form, with polynomils in the numertor nd denomintor such tht t lest one vrible ppers
More informationBROOKINGS DISCUSSION PAPERS IN INTERNATIONAL ECONOMICS
BROOKINGS DISCUSSION PAPERS IN INTERNATIONAL ECONOMICS No. 55 CHANGES IN EQUITY RISK PERCEPTIONS: GLOBAL CONSEQUENCES AND POLICY RESPONSES Warwk J. MKbbn and Davd Vnes February Warwk J. MKbbn s a professor
More informationChapter 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 informationFinancial 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 informationLecture 8. Introduction to New Trade Theory: Intra-industry trade
eture 8. Introduton to e Trade Theory: Intra-ndustry trade The lassal and neolassal trade theores resented establshed a lnk beteen ross-ountry dfferenes n ether effeny or fator endoments and the dreton
More informationPatents, R&D investments, and Competition
Ptents, R&D investments, nd Competition Tois Mrkepnd June 8, 2008 Astrct We nlyze the incentives of firm to crete sleeping ptents, i.e., to tke out ptents which re not exploited. We show tht sleeping ptents
More informationProject Investment Decision-Making
Zgreb Interntonl Revew of Economcs & Busness, Vol. 0, No., pp. 95-05, 007 SHORT ARTICLE 007 Economcs Fculty Zgreb All rghts reserved. Prnted n Crot ISSN 33-5609; UDC: 33+65 Proect Investment Decson-Mkng
More informationPutting Your Money Where Your Mouth Is A Betting Platform for Better Prediction. Abstract
Revew of Network Eonoms Vol.6, Issue June 007 Puttng Your Money Where Your Mouth Is A Bettng Platform for Better Predton FANG FANG College of Busness Admnstraton, Calforna State Unversty at San Maros MAXWELL
More informationWORKING PAPER SERIES TO SURCHARGE OR NOT TO SURCHARGE? A TWO-SIDED MARKET PERSPECTIVE OF THE NO-SURCHARGE RULE NO 1388 / OCTOBER 2011
CONFERENCE ON THE FUTURE OF RETAIL PAYMENTS: OPPORTUNITIES AND CHALLENGES WORKING PAPER SERIES NO 1388 / OCTOBER 2011 TO SURCHARGE OR NOT TO SURCHARGE? A TWO-SIDED MARKET PERSPECTIVE OF THE NO-SURCHARGE
More informationImportantly, note that prices are not functions of the expenditure on advertising that firm 1 makes during the first period.
ECONS 44 STRATEGY AND GAME THEORY HOMEWORK #4 ANSWER KEY Exerise - Chapter 6 Watson Solving by bakward indution:. We start from the seond stage of the game where both firms ompete in pries. Sine market
More informationEUI Working Papers. RSCAS 2012/40 ROBERT SCHUMAN CENTRE FOR ADVANCED STUDIES Loyola de Palacio Programme on Energy Policy
ROBERT SCHUMAN CENTRE FOR ADVANCED STUDIES EUI Working Ppers RSCAS 2012/40 ROBERT SCHUMAN CENTRE FOR ADVANCED STUDIES Loyol de Plio Progrmme on Energy Poliy DISTRIBUTED LOAD-SHEDDING IN THE BALANCING OF
More informationLicensing and Patent Protection
Kennesaw State University DigitalCommons@Kennesaw State University Faulty Publiations 00 Liensing and Patent Protetion Arijit Mukherjee University of Nottingham Aniruddha Baghi Kennesaw State University,
More informationInformation Acquisition and Disclosure: the Case of Differentiated Goods Duopoly
Informtion Acquisition nd Disclosure: the Cse of Differentited Goods Duopoly Snxi Li Jinye Yn Xundong Yin We thnk Dvid Mrtimort, Thoms Mriotti, Ptrick Rey, Wilfried Snd-Zntmn, Frnces Xu nd Yongsheng Xu
More informationA Closer Look at Bond Risk: Duration
W E B E X T E S I O 4C A Closer Look t Bond Risk: Durtion This Extension explins how to mnge the risk of bond portfolio using the concept of durtion. BOD RISK In our discussion of bond vlution in Chpter
More informationEffects of Entry Restriction on Free Entry General Competitive Equilibrium. Mitsuo Takase
CAES Working Pper Series Effects of Entry Restriction on Free Entry Generl Competitive Euilirium Mitsuo Tkse Fculty of Economics Fukuok University WP-2018-006 Center for Advnced Economic Study Fukuok University
More informationValue of L = V L = VL = VU =$48,000,000 (ii) Owning 1% of firm U provides a dollar return of.01 [EBIT(1-T C )] =.01 x 6,000,000 = $60,000.
OLUTION 1. A company wll call a bond when the market prce of the bond s at or above the call prce. For a zero-coupon bond, ths wll never happen because the market prce wll always be below the face value.
More informationMIXED OLIGOPOLIES AND THE PROVISION OF DURABLE GOODS. Baranovskyi Volodymyr. MA in Economic Analysis. Kyiv School of Economics
MIXED OLIGOPOLIES AND THE PROVISION OF DURABLE GOODS by Brnovskyi Volodymyr A thesis submitted in prtil fulfillment of the requirements for the degree of MA in Economic Anlysis Kyiv School of Economics
More informationIntellectual Property Rights. One of the fundamental characteristics, which differentiates humankind
Greg Colson Eon 555 Aprl 5, 00 Intelletul Property Rghts One o the unmentl hrtersts, whh erenttes humnkn ntelletully rom other spees, hs een our lty to ontnully nnovte n ul upon soety s ever-growng se
More informationA new balancing approach in Balanced Scorecard by applying cooperative game theory
IEOM 011 A new balanng approah n Balaned Soreard by applyng ooperatve game theory M. Jafar-Eskandar Department of Industral Engneerng Iran Unversty of Sene and Tehnology, Narmak, Tehran 16846-13114, Iran
More informationProblem Set 8 Topic BI: Externalities. a) What is the profit-maximizing level of output?
Problem Set 8 Topi BI: Externalities 1. Suppose that a polluting firm s private osts are given by TC(x) = 4x + (1/100)x 2. Eah unit of output the firm produes results in external osts (pollution osts)
More informationMutual Funds and Management Styles. Active Portfolio Management
utual Funds and anagement Styles ctve Portfolo anagement ctve Portfolo anagement What s actve portfolo management? How can we measure the contrbuton of actve portfolo management? We start out wth the CP
More information(a) by substituting u = x + 10 and applying the result on page 869 on the text, (b) integrating by parts with u = ln(x + 10), dv = dx, v = x, and
Supplementry Questions for HP Chpter 5. Derive the formul ln( + 0) d = ( + 0) ln( + 0) + C in three wys: () by substituting u = + 0 nd pplying the result on pge 869 on the tet, (b) integrting by prts with
More informationFinite Math - Fall Section Future Value of an Annuity; Sinking Funds
Fnte Math - Fall 2016 Lecture Notes - 9/19/2016 Secton 3.3 - Future Value of an Annuty; Snkng Funds Snkng Funds. We can turn the annutes pcture around and ask how much we would need to depost nto an account
More informationDefault, Electoral Uncertainty and the Choice of Exchange Regime
Default, Eletoral Unertanty and the Choe of Exhange egme Carsten Hefeker HWWA DISCUSSION PAPE 98 Hamurgshes Welt-Wrtshafts-Arhv (HWWA) Hamurg Insttute of Internatonal Eonoms 004 ISSN 1616-4814 Hamurgshes
More informationENHANCING BASEL METHOD VIA CONDITIONAL DISTRIBUTIONS THAT CAPTURE STRONGER CONNECTION AMONG CREDIT LOSSES IN DOWNTURNS
ENHANCING BASEL METHOD VIA CONDITIONAL DISTRIBUTIONS THAT CAPTURE STRONGER CONNECTION AMONG CREDIT LOSSES IN DOWNTURNS Fernando F. Morera Credt Researh Centre, Unversty of Ednburgh Emal: F.F.Morera@sms.ed.a.uk
More informationOptimal licensing contract in an open economy. Abstract
Optiml licensing contrct in n open economy Arijit Mukerjee University of Nottingm Abstrct Empiricl evidences sow tt tecnology licensing contrcts differ significntly nd my consist of only up-front fixed-fee,
More informationRatio and Proportion Long-Term Memory Review Day 1 - Review
Rtio nd Proportion Dy 1 - Review 1. Provide omplete response to eh of the following: ) A rtio ompres two. ) A proportion sets two rtios to eh other. ) Wht re similr figures? 2. Drw two similr figures.
More informationRicardian Model. Mercantilism: 17 th and 18 th Century. Adam Smith s Absolute Income Hypothesis, End of 18 th Century: Major Shift in Paradigm
Mercntilism: th nd th Century Ricrdin Model lesson in Comprtive dvntge Trde ws considered s Zero-Sum Gme It ws viewed mens to ccumulte Gold & Silver Exports were encourged Imports were discourged End of
More informationYORK UNIVERSITY Faculty of Science Department of Mathematics and Statistics MATH A Test #2 November 03, 2014
Famly Name prnt): YORK UNIVERSITY Faculty of Scence Department of Mathematcs and Statstcs MATH 2280.00 A Test #2 November 0, 2014 Solutons Gven Name: Student No: Sgnature: INSTRUCTIONS: 1. Please wrte
More informationUnilateral and Regional Trade Liberalization: China s WTO Accession and FTA with ASEAN *
Unlterl nd Regonl Trde Lberlzton: Cn s WTO Aesson nd FTA wt ASEAN * By Mesut Sygl nd Kr-yu Wong Unversty of Wsngton Aprl 20, 2005 (Coents Most Weloe.) * Ts projet s supported n prt by grnt fro te Interntonl
More informationPerformance Evaluation using Balanced Scorecard (BSC) and Fuzzy TOPSIS technique Case Study : National Iranian Gas Company
Performne Evluton usng Blned Sorerd (BSC) nd Fuzzy TOPSIS tehnque Cse Study : Ntonl Irnn Gs Compny Moslem Prs MS n Industrl Engneerng Lorestn Gs Compny Khorrmbd, Irn Prs_moslem@yhoo.om Ftemeh Jfer Deprtment
More informationA Theoretical and Empirical Analysis of Expected Sarsa
A Theoretcl nd Emprcl Anlyss of Expected Srs Hrm vn Sejen, Hdo vn Hsselt, Shmon Whteson nd Mrco Werng Abstrct Ths pper presents theoretcl nd emprcl nlyss of Expected Srs, vrton on Srs, the clssc onpolcy
More informationProbabilistic Graphical Models
Probblstc Grphcl Models Brown Unversty CSCI 950-P Sprng 03 Pr. Erk Sudderth Lecture : Convexty Dulty nd Men Feld Methods Some fgures nd exmples courtesy M. Wnwrght & M. Jordn Grphcl Models Exponentl Fmles
More informationMergers in Multidimensional Competition
Mergers n Multdmensonal Cometton Carl Davdson Mhgan State Unversty and GEP, Unversty of Nottngham Ben Ferrett GEP, Unversty of Nottngham ABSTRACT In realty, horzontal mergers are often drven by the oortuntes
More information2) 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 informationSurvey of Math Test #3 Practice Questions Page 1 of 5
Test #3 Practce Questons Page 1 of 5 You wll be able to use a calculator, and wll have to use one to answer some questons. Informaton Provded on Test: Smple Interest: Compound Interest: Deprecaton: A =
More informationPensions Increase (Annual Review) Order 2015 PENSIONS INCREASE (ANNUAL REVIEW) ORDER 2015
Pensions Inrease (Annual Review) Order 2015 Index PENSIONS INCREASE (ANNUAL REVIEW) ORDER 2015 Index Artile Page 1 Title... 3 2 Commenement... 3 3 Interpretation.3 4 Pension Inrease.. 4 5 Inrease in ertain
More informationOutline. CSE 326: Data Structures. Priority Queues Leftist Heaps & Skew Heaps. Announcements. New Heap Operation: Merge
CSE 26: Dt Structures Priority Queues Leftist Heps & Skew Heps Outline Announcements Leftist Heps & Skew Heps Reding: Weiss, Ch. 6 Hl Perkins Spring 2 Lectures 6 & 4//2 4//2 2 Announcements Written HW
More informationWelfare impact of broadening VAT by exempting local food markets: The case of Bangladesh
Welfre impt of brodening VAT by exempting lol food mrkets: The se of Bngldesh Jörgen Levin nd Yesmin Syeed Örebro University Shool of Business Abstrt The spred of vlue-dded tx (VAT) in developing ountries
More informationElton, Gruber, Brown, and Goetzmann. Modern Portfolio Theory and Investment Analysis, 7th Edition. Solutions to Text Problems: Chapter 16
lton, Gruer, rown, and Goetzmann Modern Portfolo Theory and Investment nalyss, 7th dton Solutons to Text Prolems: hapter 6 hapter 6: Prolem From the text we know that three ponts determne a plane. The
More informationA ppendix to. I soquants. Producing at Least Cost. Chapter
A ppendix to Chpter 0 Producing t est Cost This ppendix descries set of useful tools for studying firm s long-run production nd costs. The tools re isoqunts nd isocost lines. I soqunts FIGURE A0. SHOWS
More informationReinforcement Learning. CS 188: Artificial Intelligence Fall Grid World. Markov Decision Processes. What is Markov about MDPs?
CS 188: Artificil Intelligence Fll 2010 Lecture 9: MDP 9/2/2010 Reinforcement Lerning [DEMOS] Bic ide: Receive feedbck in the form of rewrd Agent utility i defined by the rewrd function Mut (lern to) ct
More information2.2 Students registered on programmes delivered at Partner Organisations which lead to awards of the University of Hertfordshire
Student Complnts Effetve: 19 Novemer 2012 STUDENT COMPLAINTS SUMMARY OF PRINCIPAL CHANGES Generl hnges Ths doument hs een revsed to reflet the mplementton on 1 Septemer 2012 of the Unversty s new, Shool-sed
More informationOn the Block-cut Transformation Graphs
Journal of Couter and Matheatal Senes, Vol.66,354-36, June 015 An Internatonal Researh Journal, www.oath-ournal.org ISSN 0976-577 Prnt ISSN 319-8133 Onlne On the Blok-ut Transforaton Grahs B. Basaanagoud
More informationCH 71 COMPLETING THE SQUARE INTRODUCTION FACTORING PERFECT SQUARE TRINOMIALS
CH 7 COMPLETING THE SQUARE INTRODUCTION I t s now time to py our dues regrding the Qudrtic Formul. Wht, you my sk, does this men? It mens tht the formul ws merely given to you once or twice in this course,
More information