Tariff Cooperation in Free Trade Areas

Size: px
Start display at page:

Download "Tariff Cooperation in Free Trade Areas"

Transcription

1 MPRA Munch Personal RePEc Archve Tarff Cooperaton n Free Trade Areas Joseph Ma and Andrey Stoyanov 6 February 2018 Onlne at MPRA Paper No , posted 7 February :49 UTC

2 Tar Cooperaton n Free Trade Areas Joseph Ma Andrey Stoyanov y Abstract Ths paper develops a model of endogenous trade polcy formaton to study the mpact of preferental trade agreements (PTA) on members external trade polces when members nternalze the ntra-bloc welfare e ects. Ths model s emprcally tested usng global trade data coverng 170 countres and 177 PTAs establshed between 1988 and Ths paper nds emprcal evdence of tar cooperaton between members of FTAs. Usng three d erent measures of poltcal relatons (the a nty scores from the UN General Assembly Votng Data, dyad allances data, and blateral events and nteractons data), we show that members wth good poltcal relaton cooperate more on external tar polcy after formaton of FTAs. On average, an ncrease n market share of PTA partners rms by one standard devaton s assocated wth about 3 percentage ponts ncrease n external tar n ndustres that matter for ntra-bloc members. 1 Introducton Do members n Free Trade Area (FTA) cooperate on ther external tar polcy? Ths queston s centrc to polcy makers who want to understand the welfare mplcatons of FTA for ts members. If FTA members cooperate on the level of ther external tar s, they would behave smlarly to those n Customs Unon (CU), and become more protectonst aganst outsders after the formaton of the trade agreement. 1 As a result, trade creaton wthn the trade bloc can be plausbly generated at the cost of trade loss from the outsders of the bloc. Theoretcal lterature have shown that FTA leads to further reducton n trade protecton among ts members but ths result s manly bult on the assumpton of Tongj Unversty, Department of Economcs and Fnance, School of Economcs and Management, 808/Block A Tongj Tower, 1 Zhangwu road, Shangha, Chna. E-mal: josephm@tongj.edu.cn y York Unversty, Department of Economcs, Faculty of Lberal Arts and Professonal Studes, 1084 Var Hall, 4700 Keele St., M3J 1P3, Toronto, Canada. E-mal: andreyst@yorku.ca 1 See Syropoulos (2002), Facchn et al. (2013), Kennan and Rezman (1990), Bagwell and Stager (1997), Ornelas (2005) and Freund and Ornelas (2010). 1

3 non-cooperatve polcy of FTA members. However, emprcally there has been very lttle known on ths matter. In ths paper, we attempt the emprcal study on ths matter. To do so, rst we construct a model of endogenous trade polcy formaton that ncorporates some of the channels, dent ed n prevous lterature, through whch FTA can a ect the external tar s of a FTA member. Ths base model provdes a testable predcton on how tar complementarty and tar revenue a act the choce of external tar polcy for FTA members through terms-of-trade e ects. Smlar results are found n Bond, Rezman, and Syropoulos (2004), Ornelas (2005b), and Estevadeordal, Freund, and Ornelas (2008). These results show that FTA nduces acceleraton on external tar lberalzaton among ts members, and ths result s consstent to the ndngs n prevous lterature about the buldng block e ect of FTA. Next, we extend ths model by ntroducng a poltcal factor that allows us to capture and d erentate the motve for tar cooperaton between FTA members. FTA members wll nternalze the e ect of ther external tar polcy on ther partner s welfare f they are concerned about each others. The nternalzaton takes the form of jontly optmzaton of external tar by ncorporatng the partner s welfare functon nto each other s objectve functons. We allow heterogenety n the degree of nternalzaton whch s weghted by ths poltcal factor. We use poltcal relaton between FTA partners as the measure for ths poltcal factor. Ths poltcal feature of the model shows that FTA members coordnate more on external tar settng when ther poltcal relatons are closer. It also mples that when a FTA s formed by close poltcal partners, ther external trade polcy tends to be more protectonst as what we would expect to nd among CU members. To test for tar cooperaton among FTA members, we formulate our emprcal spec caton based on the predctons of the equlbrum external tar polcy from the structural model. From the theoretcal model, we derve two equlbrum polces: () equlbrum external tar polcy under non-cooperatve setup; () equlbrum external tar polcy under cooperatve setup. We derve the d erence n external tar polcy from the equlbrum under these two setups and specfy our emprcal strategy to test the d erence as the e ect of tar cooperaton on external tar. The data we use for ths project come from several sources. Data on tar cover 170 d erent countres for the perod from 1988 to 2011 at HS 6-dgt level. Durng ths tme perod, a total of 177 free trade agreements have been establshed. Industral data n manufacturng sector coverng these countres durng the perods are at ISIC 3-dgt level. To approxmate poltcal relatons between 2

4 countres we employ three measures: () the a nty scores from the UN General Assembly Votng Data; () the formal allance status from the Correlates of War Formal Allance data; and () blateral poltcal events and nteractons from the Con ct and Peace Data Bank. 2 We then estmate our emprcal spec caton usng the data. Our results provde strong evdence for tar cooperaton among the FTA formed durng the perod from 1988 to On average, the external tar s on the rent-generatng ndustres for FTA partners lberalze 20% slower compared to other ndustres. The results also show that poltcal relaton plays an mportant role n determnng FTA partners external tar polcy. Comparng to the results wthout the poltcal factor as the benchmark, we nd an addton of 8% slower lberalzaton n external tar s on the rent-generatng ndustres among the FTA partners who share smlar economc and poltcal nterests, and an addton of 20% slower lberalzaton among those who have formal allance wth mltary defense treaty. Our work s related to the strand of lterature on the mpact of regonalsm on multlateralsm. As n Grossman and Helpman (1994) and Stoyanov (2009), RTA weakens the motvaton for tar protecton by creatng leakage n ths protectonst trade polcy so that reduces the ncentve for specal poltcally actve group lobbyng for protecton. Levy (1997) shows that blateral trade agreement may dsproportonally bene ts the countres medan voters, thus ncreasng the support aganst protecton lberalzaton. Krshna (1998) suggests that f RTA creates large gans to some powerful economc groups, reducton s external protecton becomes poltcally nfeasble. Our work s also related to the studes on ncentves to alter external tar s n RTAs. Kennan and Rezman (1990) show that n a three-country general equlbrum endowment economy, equlbrum external tar s are hgher when countres movng from FTA to CU. Rchardson (1993) nds that FTA members tend to lower external tar s to mtgate the negatve mpact from trade dverson generated by RTA. Bagwell and Stager (1997), Freund (2000), Bond, Rezman, and Syropoulos (2004), Ornelas (2005a, 2005b), and Sagg and Yldz (2010) llustrate how FTA nduces ncentve for multlateral trade through terms-of-trade e ect. Our paper s also related to Lmao (2007) s study. He looks at tar cooperaton of FTA partners n non-trade ssues. Preferental treatment s o ered to RTA partners n exchange for cooperaton on, for example, drug trade ssues. A reducton on external tar protecton would dmnsh the bene t the RTA partners from ths preferental treatment, so that t could erode the ncentve for the partners to mantan ther cooperaton on non-trade ssues. Ths paper s closely related to Ma and Stoyanov 2 Detal descrptons of the data can be found n Secton 4. 3

5 (2015) s study, whch analyses the e ect of CUSFTA on Canadan external trade polcy. In ths study, they categorze Canadan ndustres n quartles ranked by the rent generated to US, and they nd that the ndustres whch create the least rent to US have exhbted fastest lberalzaton n external tar s. The paper s organzed as the follows. In the next secton, we present the model of endogenous trade polcy formaton and derve the equlbrum external tar polcy under tar cooperaton. In Secton 3, we present the emprcal spec caton and the nterpretatons of the key varables. In Secton 4, we dscuss the data used for ths project. In Secton 5, we present the emprcal results and the dscusson of the results. Secton 6 concludes. 2 The Theory In ths secton, we study the channels through whch d erent degrees of poltcal relaton can a ect a country s choce on ts external tar s. We present a monopolstc competton model wth d erentated products and free market entry, and derve the equlbrum trade polcy for a country whch faces heterogeneous poltcal a nty to her partners wth preferental trade agreements (PTA). The theortcal model wll lay foundatons for our emprcal spec catons. To dentfy tar cooperaton wthn a FTA, our strategy s to ncorporate a measurement for poltcal relatons among FTA partners as the weghts for the mportance of the partners natonal welfares that are taken nto consderaton nto government s decson of the formaton of ts external trade polcy. Then derve and compare the equlbrum trade polcy wth and wthout tar cooperaton. Consder a model wth a Home country, H, tradng wth R partner countres wth PTA and F countres wthout PTA, hereafter ndexed by H, f and r respectvely. Note that f = 1; :::; F and r = 1; :::; R, and country j 2 fh; f; rg. All countres produce and trade N + 1 goods, wth the rst good beng a numerare, traded at no costs and produced by perfectly compettve rms. For all other ndustry the number of rms n each country j s xed and equal to n j, and each rm produces a dstnct varety of a good. All rms n ndustry are assumed to be symmetrc wthn country j, therefore they share the same demand functon, producton technology and charge the same prce. There are (n H + P F f=1 n f + P R r=1 n r) varetes n ndustry avalable to consumers n country H for H 6= f and H 6= r. Suppose that the preferences of a representatve agent n country j can be denoted by a quaslnear 4

6 utlty functon wth a constant elastcty of substtuton for varetes n ndustry nx U = X 0 + ln X ; =1 nx a = 1 (1) =1 where s the fracton of total expendture the agent spends on ndustry goods. X 0 s consumpton of the numerare good. X s the sub-utlty derved from the consumpton of d erentated product produced at home and abroad, and assumed to take the non-symmetrc CES form, whch can be represented by 0 X H d 1 1 H x H 1 1 r x r + r=1 f=1 R + X n r d n fj d 1 1 f x f 1 A 1 (2) where > 1 s the elastcty of substtuton among varetes of good, d j denotes the taste parameter for from country j, and x j s the demand for produced n country j. Maxmzng equaton (1) subject to standard budget constrant, we obtan the demand functon and aggregate prce ndex for the d erentated product : x j = a d j p 8 j 2 fh; f; rg (3) R 1 P H d H p 1 + X n r d r p 1 n f d f p 1 A : (4) j P 1 H r + r=1 f=1 f Home country government sets two types of ad valorem tar s - preferental tar, r, on mports from country r and MFN tar, f, on mports from country f. The pro t functon facng d erent rms n Home country can be wrtten as: H = (p H c H ) q H (5) j = ((1 j )p j c j ) q j 8 j 2 ff; rg where q j s the quantty suppled and c j s the margnal costs of producton. Assumng the number of rms s large enough that an ndvdual rm s decson on prcng has no mpact on the aggregate prce ndex P, each rm takes the prce ndex as gven. Knowng the demand functon, each rm 5

7 maxmzes pro t by settng ts prce: p H = 1 c H, p j = 1 ( 1) (1 j ) c j 8 j 2 ff; rg (6) where j s the ad valorem tar collected by the Home country government. Each rm sets ts prce by a mark-up over ts margnal cost. Substtutng equaton (6) nto (5), the pro t functons can be wrtten n a convenent form: H = 1 p H x H (7) j = (1 j ) 1 p j q j 8 j 2 ff; rg: The next step towards dervng the optmal trade polcy on external tar s to set up government s objectve functon. One ssue s that we do not know the form of the objectve functon. Partcpaton n any trade agreement s afterall a poltcal decson therefore ths functon can take varous forms dependng on the objectves of governments. 3 socally desrable for ther domestc welfare. For now, we assume that governments objectves are Let the objectve functon, G, consst of the sum of consumer surplus from consumpton of d erentated goods (CS), tar revenue (T R), and pro ts of domestc rms ( H ): where and G = CS( j ) + T R( j ) + CS( j ) = U(X 0 ; X ; j ) T R() = nx n H H ( j ) (8) =1 nx =1 H;F;R X j=1 p j n j x j ; (9) nx XF;R j n j x j : (10) =1 j=1 2.1 Tar cooperaton n FTA One dstncton between members of FTA and CU s that FTA members mantan autonomous external tar polces whle CU members jontly set and share common external tar s. Ths subtle d erence creates the tendency for members of CUs to coordnate and adopt hgher external tar s than those of 3 Grossman and Helpman (1994), (1995), Krshna (1998), and Stoyanov (2009) show that specal nterest groups n uence governments objectves. Lmao (2007) shows that RTAs can be used by governments as motves to nduce partner country to cooperate n non-trade areas. 6

8 FTAs. 4 Tar coordnatons among CUs have been crtczed because they could hnder the vablty of multlateral free trade. However, t s not yet clear whether tar coordnaton exsts among FTAs because government can adjust external tar rates to accommodate the mpact from the changes n preferental polcy and reassure ts objectves. 5 Next, we look at the case when a government of FTA members s concerned about the welfare of other members of the FTA, t ncorporates the welfare of other members nto ts objectve functon (8), t becomes: nx RX G = CS( f ) + T R( f ) + n H H ( f ) + r W r ; (11) =1 r j=1 where W r s the welfare of partner country r and r 2 [0; 1] measures the degree of concern country H to W r. Snce the external polcy of H wll a ect the pro ts of exportng rms of r n H and not a ect the consumer surplus and tar revenue of partner r, we can smplfy expresson (11) as the followng: nx nx RX G = CS( f ) + T R( f ) + n H H ( f ) + r n r r ( f ); (12) =1 =1 r=1 where n r r s the total pro ts of rms from partner r n ndustry n H. Government of H nternalzes the pro ts of rms from partner r (essentally partner s welfare) nto consderaton when optmzng ts objectve functon, and the larger s r the hgher degree of nternalzaton takes place for ts partner r s welfare n H s objectve functon. By choosng the level of external tar rate f, H maxmzes ts object n (12), and after collectng terms, we obtan the followng equlbrum external tar polcy: where s H = nrprxr a f f = 1 s H + ( 1) RX r=1 r s r + 1 RX r (1 r ) s r (13) s the market share of domestc rms n ndustry and s r = nrprxr a r=1 s market share of rms n ndustry from partner country r n H. On the left hand sde of equaton (13) s external tar rate f multpled by f, whch s the mport demand elastcty for goods mported from outsders. In (13), s H and s r are postvely related to external tar f. The postve relaton between s H and f suggests that f the market share of domestc rms n ndustry s low after the formaton of FTA, t s optmal to have a low external tar rate for. One explanaton for ths 4 See Kennan and Rezman (1990) and Facchn et al. (2013) among others for ratonales for hgher external tar s under CUs. Estevadeordal et al. (2008) nd tar complementarty only n FTAs. 5 See for example of optmal external tar s settngs Kennan and Rezman (1990), Rchardson (1993), Y (1996), Bagwell and Stager (1999), Cadot et al. (1999), Freund (2000) and more recently Ornelas (2005a, 2005b), (2007), Facchn et al. (2009). 7

9 postve relaton s the protecton leakage e ect. If s H s small n H, protecton from hgh f wll be an ne cent rent-generator for domestc rms, nstead, part of the rents would go to the partners rms. Because protecton for rents to domestc rms becomes less e ectve when s H s small, H would be better o to shft some of the rents from FTA partners back to CS by lowerng f. The second term n (13) re ects the e ect of tar complementarty such as n Rchardson (1993). If preferental tar s are low - large preferental margns, t s optmal for government to lower the correspondng external tar s. The complementary e ect s stronger wth larger market share of partner rms and closer substtude of product. Intutvely, a drop n ntra-bloc tar nduces a shft of mports from outsders, who have comparatve advantage n producton of, to less e cent partner r thanks to preferental tar treatment. Thus, the trade dverson reduces overall welfare. To mtgate the welfare lost from the dstorton of trade pattern, governments can lower external tar s to redrect some of the mports back to ther orgnal sources. 6 The last term n (13) ndcates the e ect from tar cooperaton. The postve relaton between f and s r suggests that, f H s concerned about partner r s welfare, t s optmal to coordnate wth hgh external tar for ndustry f the market shares of rms from partner r n ndustry s large after the formaton of FTA. The ntensty for tar cooperaton s strong f r s hgh. Reducng the external tar n would nduce competton comng from external rms and thus reduce the rents of the partner s rms. For the case when r = 0, t mples no tar cooperaton between FTA members. The welfare functon of FTA partner W r n (11) does not enter the objectve functon of H government. In such case, the external tar polcy n equlbrum becomes ROW ROW = 1 s H + ( 1) RX r s r : (14) r=1 3 Emprcal spec caton Polcy response often may not be nstantaneous. To allow for polcy response delays, we ntroduce tme dmenson to both (13) and (14). Next, we move to estmate tar cooperaton among FTA partners. Frst, suppose H and r form a trade agreement at tme t. If H coordnates ts external tar for r nto 6 Other researchers also provde d erent explanatons for tar complementarty, for example Bagwell and Stager (1999) n terms of trade motvatons; Grossman and Helpman (1994) and Ornelas (2005a) n poltcal economy factors; Sagg and Yldz (2010) n endowment models wth endogenous trade agreements. 8

10 perod t + 1, from (13), we have f f;t+1 = 1 s H;t+1 + ( 1) RX r=1 r;t+1 s r;t RX r (1 r;t+1 ) s r;t+1 : (15) Comparng (15) to the equlbrum external tar polcy represent by (14) n perod t, and tme d erencng gves us the followng: r=1 f 1 f ;t = 1 1 s H;t + ( 1) RX r=1 1 r;t s r;t + 1 RX r (1 r;t ) s r;t (16) where 1 represent tme d erence by 1 perod. Note that the last term on the rght hand sde of (16) s the market share from r n level, for whch, one nterpretaton can be that t captures the mportance of ndustry to partner r. Equaton (16) outlnes the two forces drvng external tar s n opposte drectons - tar complementarty and tar coordnaton. Wth our man goal focused on testng tar coordnaton among FTAs, and motvated by (16), our emprcal framework s the followng: r=1 1 f 1 f ;t = s H;t + 2 RX 1 r;t s r;t + 3 R X r=1 r=1 r;t (1 r;t ) s r;t + ;t (17) where s r;t s measured by the value of mports of good from partner r over the total domestc spendng on at tme t and s H;t s the domestc output over the total domestc spendng on at t. Equaton (17) assembles the relatonshp between external tar and the key explanatory varables from the model nto an econometrc form. Note that for the FTAs where r;t mmedately reduce to zero, for followng years r;t become zero. In such case, the term P R r j=1 r j;ts rj;t dsappears and P R r j=1 r j;t 1 rj;t srj;t becomes P R r j=1 r j;t s rj;t. In prevous lterature, the role of poltcal a nty s often overlooked when nvestgatng the relatonshps between preferental tar and MFN tar for ndustres traded wth FTA partners and outsders. 7 The e ects of preferental tar from d erent FTA partners on MFN tar are treated homogeneously. However, relatons of countres are heterogeneous and thus there s a strong reason to beleve the e ect of tar cooperaton on external tar must be d erent by country f poltcal relatonshp between partner countres matters when a country sets up ts external polces. One novelty of ths study s that we estmate the e ect 7 For example, Lmao s (2006) approach s to assgn a dummy varable that equals one for ndustres US mports from ts PTA partner and compare the change n MFN tar s n these ndustres to those that do not mport from PTA partners post- and pre- Uruguay Round. 9

11 of preferental tar on external tar s under a poltcal economc perspectve by d erentatng the mportance of FTA partners welfare to government H so that the mpact on ts external polcy s weghted d erently by how close the poltcal relatons are ts partners. In equaton (17), r s a partner country spec c poltcal parameter that weghts the mportance of the market shares from r n H. The dea s that, f partner country r s poltcally close to H, r s hgh and share of partner rms s r;t matters more n the relaton to f ;t ceters parbus, we would expect a more sgn cant of 3 n the estmaton of (17). To test whether or not poltcal relaton r matters for tar cooperaton, we estmate two sets of results on (17) - one treatng all r homogeneously (e.g. r = 1 for all r), and another allowng r to vary. Consder four scenaros - a par FTA partners can have hgh or low r pre- or post- FTA formaton. Fgure 1 llustrates the level of MFN tar of H for non-members before and after the formaton of FTA. External tar, f ;t, on country f s at f ;t 0 ( L r j;t0 ; H r j;t0 ) from tme t 0. Suppose H and r forms a FTA at tme t 1, the external tar on f can ether go up or down or reman unchanged. 8 The average MFN tar rate s 9:6% for the perod from 1988 to 2011, and have decreased by 0:35% per year. Fgure 1 shows ths general downward trend of global MFN tar s. The dea s that f Home and country r j are close poltcal partners, Home s concerned about r j s welfare and adopts a more protectve external polcy after the formaton of FTA. In such case, f s hgher than t would otherwse be n post PTA perod t 1. For the country par, poltcal a nty set ( H r j;t0 ; H r j;t1 ) and ( L r j;t0 ; H r j;t1 ), f ;t+1 wll be at f Hgh ;t 1. External tar s lower at f Low ;t 1 f Hgh ;t 1 and f Low ;t 1 for ( H r j;t0 ; L rj;t 1 ) and ( L r j;t0 ; L rj;t 1 ). The d erence between s the stumblng e ect on external lberalzaton comng from tar cooperaton based on ther level of poltcal a nty rj;t. More mportantly, a statstcally sgn cant rj;t would provde a possble answer to the puzzle why some nd stumblng block e ect n FTAs whle others nd buldng block e ect. If tar cooperaton exsts, we would be more lkely to nd t n ndustres that mport under PTA. We expect there s no tar cooperaton for ndustres that have no mports from PTA partners because the hgher external tar rate does not ncrease the pro ts of partner countres rms, and t s not n the nterest of the Home government too. We expect the e ect of cooperaton wll be stronger f the sze of market share of partners rms n s large. 9 The the e ect of PTA on external tar would 8 WTO member conutres have legally bound commtments on tar rates, whch act as the celngs on tar s. Governments can adjust tar rates upward only f the appled rates are lower than the bound rates. 9 Usng mport share of PTA partner rms n Home may not be the best way to measure the mportance of ndustry to partner country as some suggest the mportance of ndustry n Home for PTA partner country should be measured by the export share of n partner country to Home. However, we argue ths s a reasonable measure for capturng tar cooperaton because f Home s concerned about welfare of partner country, t cares the most for large ndustres n the 10

12 probably be undermned because the dummy varable forgoes the sze e ect. The key varable of nterest s P R r=1 r ;t (1 r;t ) s r;t because we are nterested to know how f ;t responds n ndustres that are bene cal to r. For capturng the potental further delays n polcy responds, we nclude 6 more lag perods of P R r=1 r ;t (1 r;t ) s r;t n (17). Changes n preferental polcy wll force partners rms to adjust ther producton and management, and the process lkely take tme. Any changes n Home s market condtons comng from the mpact of partners rms adjustments are more lkely to emerge n later perods. We expect government s response through external polcy to any market condton changes wll not happen smultaneously so we lag all explanatory varables to one perod tme. After mplementng the lag perods, the estmaton equaton becomes Y ;t = X 1 ;t X 2 ;t X 3 ;t X 3 ;t 2 + ::: + 8 X 3 ;t 6 + ;t (18) where Y ;t = X 3 ;t 1 f 1 f ;t, X1 ;t 1 = 1s H;t = s H;t s H;t 1, X;t 2 1 = P R r=1 P R r;ts r;t r=1 r;t 1s r;t 1, 1 = P R r=1 r ;t 1 (1 r;t 1 ) s r;t 1 and X 3 ;t 2 = P R r=1 r ;t 2 (1 r;t 2 ) s r;t 2. Also note that tme d erence n equaton (18) can also help remove any country-ndustry xed e ects. 3.1 Estmaton ssues Endogenety s a serous concern when estmatng the e ect of market share on external tar polcy because the level of external tar can reversely a ect the market shares of both domestc and foregn rms. Snce we are nterested n establshng the causal relatonshp, a good nstrument for the market shares of PTA partners n Home becomes very mportant. To do ths we construct an nstrument varable for traded goods from PTA partners followng the methodology detaled n Frankel and Romer (1999). We predct trade ows between countres usng geographc characterstcs from gravty equaton. Ths s a vald approach because trade ows between countres are hghly correlated to ther geographcal characterstcs, whch are unlkely correlated to any trade polces. We regress the values of mports n log for every ndustry on dyadc gravty varables. We perform the followng: ln(m j ) = a 0 + a 1 ln D j + a 2 ln N + a 3 ln N j + a 4 ln A + a 5 ln A j (19) Home market. +a 6 (L + L j ) + a 7 B + a 8 B ln D j + a 9 B ln A + a 10 B ln A j +a 11 B ln N + a 12 B ln N j + a 14 B (L + L j ) : 11

13 In equaton (19), D j s the dstance between country and j, N and A are the populaton and area n country repectvely, and L ndcates whether country s landlocked. The tted values of equaton (19) are used as our nstrument varable (IV ) for mports of Home from partner r j, denoted by mport_v1 n Table 1. We construct three addtonal IV to ensure results wll be not senstve to the way we construct the IV. For the second IV, we extend equaton (19) to nclude controlng for hgh dmensonal country-year xed e ects for country and j followng the estmaton procedure n Martyn et al. (2006). The tted values are denoted by mport_v2 n Table 1. The thrd IV and the fourth IV, nclude controls for ndustry-year xed e ects and country-ndustry-year xed e ects respectvely and are denoted by mport_v3 and mport_v4. 4 Data Ths paper uses data from several d erent sources. Tar data comes from UN Comtrade Database, coverng 177 free trade agreements nvolved 170 d erent countres for the tme perod from 1988 to 2011, avalable at the 6-dgt HS class caton level. Tar rates are aggregated to ISIC 3-dgt level based on Product Concordance from World Integrated Trade Soluton (WITS). The data on output, mports, exports and mport demand elastctes f are obtaned from Ncta, and Olarreaga (2006). Domestc share, s H;t, s constructed by the value of domestc output n ndustry over the total domestc spendng on. Smlarly, the share of PTA partner, s rj;t, s the rato of the value of mports from partner r j to domestc spendng n. The mssng values n output data s mputed wth the tted value from regressng output data to ndustry ndex. The data on elastcty of substtuton,, s obtaned from Broda and Wensten (2006) at ISIC 3-dgt level. The data on geographcal characterstcs s from Mayer and Zgnago (2011). Gravty equaton varables come from Head and Mayer (2013). We employ several approaches to measure blateral poltcal relaton rj;t. For our rst measure, we use the a nty score ndex constructed by Voeten (2013) based on the Unted Natons General Assembly Votng Data (UNGAVD). The data records votng nformaton on General Assembly resolutons for each UN member country. UN members can approve, abstan, or dsapprove of each resoluton. Based on the votng data, the dyadc a nty scores s constructed as the share of smlar votes between country and country j over the total of country s votes. The a nty score ndex s often used to measure the degree of smlarty n the economc and geopoltcal nterests of a par of countres (Alesna and Dollar, 2000). For example, the average magntude of the a nty score ndex 12

14 for US and ts major poltcal alles (Canada, France, Israel, UK, and Australa) ranges from 0:58 to 0:86 for the perod between 2000 and 2012, and the score ranges from 0:17 to 0:21 for countres such as Iraq, Afghanstan, Cuba, Indonesa, and Chna durng these perods. Common poltcal nterests between countres s an mportant ndcator of good nternatonal relatons, yet not a perfect one. As Voeten (2013) ponts out, some countres may have share smlar votng patterns n the UN on global matters but have poor poltcal relatons (e.g. Inda and Pakstan). Therefore, t s necessary to have addtonal poltcal relaton proxes to complement UN a nty scores. Our second measure of poltcal relatons s the formal allance status between two countres. We retreve allances data from the Correlates of War Formal Allance (COWFA) v4.1 data set rst constructed by Small and Snger (1969) and mantaned by Gbler and Press (2009). Ths dataset covers the perods from 1835 to The COWFA dvdes country s allances nto 3 categores - defense pact, neutralty (non-aggresson) treaty, and entente agreement. We use an ndcator varable to classfy countres are n good poltcal relaton f there s defense pact, whch s the hghest level of mltary commtment among these three classes and t requres ntense poltcal cooperaton. For the thrd measure of poltcal relatons, we use the frequences of blateral events and nteractons from the Con ct and Peace Data Bank (COPDAB), whch records actons of approxmately 135 countres toward one another on a daly bass. The majorty of the nternatonal events that nvolve countres are related to poltcal relatons (37:6%), economoc relatons (27:5%), mltary and strategc relatons (14:9%), and cultural and scent c relatons (10%). The blateral nteractons are categorzed as cooperatve, neutural or uncooperatve. The events are recorded for the perod from 1948 to 1978, a bt over 20 years pror to the rst year of our data set, and the relevance of these events for the current poltcal relatons s certanly a concern. However, we argue that the nternatonal relatons between countres have remaned relatvely stable snce the end of the Second World War and the frequency of dplomatc nteractons from 1950s to 1970s can stll be nformatve of the current nternatonal relatons. 10 In order to solate the role of poltcal relatons from other n uences to the frequency of blateral events, such as the relatve sze of two countres, we rst regress the number of dplomatc cooperatve nteractons on the log of populaton, GDP, geographc area, and the log of dstance from one another usng the full sample of country-pars. 11 Because the dependent varable s a count varable wth a 10 Ths may not be the case for relatonshp wth countres from the former Sovet Block, so we excluded them from ths analyss. 11 These varables are retreved from Research and Expertse on the World Economy (CEPII). 13

15 large dsperson, the model s estmated by negatve bnomal regresson wth country-year xed e ects. We use the resduals from the regresson as our measure of poltcal relatons, whch s essentally the frequency of blateral events purged from the scale e ect. Fgure 2 plots poltcal nteractons ndex aganst the a nty scores for US and other countres n our sample. It reveals that the frequency of dplomatc nteractons s postvely correlated wth a nty scores, suggestng that the two measures capture smlar aspects of poltcal relatons. Table 1 summarzes the varables of nterests n ths study. The average MFN tar n our sample s 7.3% durng the perod from 1988 to The average reducton of MFN tar s about 0.4% each year durng ths perod. The shares of domestc output over domestc consumptons are just over 60% and shrnks at about 1% per year on average for countres n our sample. The poltcal relaton proxes from UN a nty scores, defense pack, poltcal nteractons are summarzed n UN, Defense, and Interacton respectvely. 5 Results In ths secton, we wll provde results from estmatng spec caton (18) and dscuss ther economc mplcatons. Frst, we want to learn whether n general countres are concerned wth the welfare of ther PTA partners. One way s to test f countres o er protectonst trade polcy to umbrella the ndustres that are mportant to ther PTA partners. We begn wth estmatng spec caton (18) wthout ncludng any poltcal relaton proxy. Ths estmaton shows how external tar of each country H responds n the ndustres whch have presence from ther PTA partners rms. If there s tar coordnaton between PTA members, we would expect external tar s to be relatvely hgher n these ndustres or they are lberalzed slower than they would otherwse be. Lnear regresson results are provded n Table 2. Column (1) reports the result on how changes n external tar respond n ndustres wth market presence of partners rms for lagged 6 perods. Results n column (2) and column (3) are adjusted by elastcty of substtuton and mport demand elastcty respectvely. Results n column (4) are adjusted by both types of elastcty. All these results are controlled for country-ndustry xed e ects. Results n Table 2 show that there are postve assocatons between changes n external tar s and market presence of PTA partner countres rms. The e ects are stronger n the 2 nd and the 3 rd lagged perods wth coe cents statstcally sgn cant at 0:01. The results suggest that an ncrease n market share of PTA partners rms by one standard devaton s assocated wth about 3 percentage 14

16 ponts ncrease n external tar n ndustry for the 3 rd perod after formaton of PTA. We report the panel structure regresson results from estmatng spec caton (18) wth d erent poltcal relaton proxes n Table 3. Column (1) provdes the results unweght by any poltcal relaton measures as the benchmark. For estmaton results n Column (2) to (4), the market share from PTA partners rms are weghted by poltcal relaton proxes. For example, when s rj;t s weghted by defense treaty Defense;r (n Column 3), t estmates the e ect of those ndustres mports from country H s poltcal allances. The estmaton results relaxng the elastcty are reported n column (5) - (8). If close poltcal relaton between countres nduces hgher co-operaton on external trade polcy, we would expect the e ect of weghted s rj;t on changes n external tar to be stronger. Comparng to the benchmark results n Column (1), we nd results weghted by poltcal relaton proxes are stronger especally for the 2 nd and 3 rd perods nto PTA. For example, results n Column (2) suggests that those ndustres wth rms from PTA partner countres whch share smlar geopoltcal and economc nterests enjoy about 50% more tar protecton at 3 rd year nto PTA. We nd smlar e ects when s rj;t s weghted by Defense;r and Interacton;r. Next, we report the IV estmaton results for Imports from PTA partners. Frst, we estmate the benchmark model usng unweght s rj;t and whch s nstrumented by four d erent IV s whch dscussed n the prevous secton. Results are reported ntable 4 Column (1) - (4). Column (5) - (8) report the estmaton results excludng the elastcty. In Table 5, we show the IV estmaton results for spec caton (18) usng three poltcal relaton proxes. The results from IV estmators are robust and consstent to the prevous ndngs. 6 Concluson In ths paper, we develop an endogenous trade polcy formaton model n a monopolstc competton framework wth d erentated products and free market entry. We derve the equlbrum trade polcy that ncorporates a poltcal factor to captures tar cooperaton between FTA member countres. Usng ths model, we show that multlateral lberalzaton s slower f FTA partners are concerned about the welfare of other members when settng ther external trade polcy. We test ths the predcton of the model usng comprehensve trade and ndustry data, and nd evdence that supports the tar cooperatve hypothess. In addton, we nd that the closer are the two FTA partners n poltcal relatons the more lkely these two members coordnate ther external trade polcy to bene t the natonal welfare of the other. 15

17 References Alesna, A., and D. Dollar (2000): Who Gves Foregn Ad to Whom and Why?, Journal of Economc Growth, 5(1), Andrews, M., T. Schank, and R. Upward (2006): Practcal Fxed-E ects Estmaton Methods for the Three-Way Error Components Model, Stata Journal, 6(4), 461. Bagwell, K., and R. W. Stager (1997): Multlateral Tar Cooperaton durng the Formaton of Free Trade Areas, Internatonal Economc Revew, 38(2), pp Bond, E. W., R. G. Rezman, and C. Syropoulos (2004): A Strategc and Welfare Theoretc Analyss of Free Trade Areas, Journal of Internatonal Economcs, 64(1), Broda, C., J. Greenfeld, and D. Wensten (2006): From Groundnuts to Globalzaton: A Structural Estmate of Trade and Growth, Dscusson paper, Natonal Bureau of Economc Research. Cadot, O., J. De Melo, and M. Olarreaga (1999): Regonal Integraton and Lobbyng for Tar s Aganst Nonmembers, Internatonal Economc Revew, 40(3), Estevadeordal, A., C. Freund, and E. Ornelas (2008): Does Regonalsm A ect Trade Lberalzaton Toward Nonmembers?, The Quarterly Journal of Economcs, 123(4), Facchn, G., P. Slva, and G. Wllmann (2013): The Customs Unon ssue: Why do we observe so few of them?, Journal of Internatonal Economcs, 90(1), Feenstra, R. C. (1994): New Product Varetes and the Measurement of Internatonal Prces, Amercan Economc Revew, pp Frankel, J. A., and D. Romer (1999): Does Trade Cause Growth?, Amercan Economc Revew, pp Freund, C. (2000): Multlateralsm and the Endogenous Formaton of Preferental Trade Agreements, Journal of Internatonal Economcs, 52(2), Freund, C., and E. Ornelas (2010): Regonal trade agreements, Annu. Rev. Econ., 2(1), Gbler, D. M., and C. Press (2009): Internatonal Mltary Allances, CQ Press Washngton, DC. 16

18 Grossman, G. M., and E. Helpman (1994): Protecton for Sale, Amercan Economc Revew, 84(4), (1995): The Poltcs of Free-Trade Agreements, Amercan Economc Revew, 85(4), Head, K., and T. Mayer (2013): Gravty Equatons: Workhorse, Toolkt, and Cookbook, Handbook of Internatonal Economcs, 4, Kennan, J., and R. Rezman (1990): Optmal Tar Equlbra wth Customs Unons, Canadan Journal of Economcs, pp Krshna, P. (1998): Regonalsm And Multlateralsm: A Poltcal Economy Approach, The Quarterly Journal of Economcs, 113(1), Levy, P. I. (1997): A Poltcal-Economc Analyss of Free-Trade Agreements, Amercan Economc Revew, pp Lmao, N. (2007): Are Preferental Trade Agreements wth Non-trade Objectves a Stumblng Block for Multlateral Lberalzaton?, Revew of Economc Studes, 74, Ma, J., and A. Stoyanov (2015): The e ect of the Canada-US Free Trade Agreement on Canadan Multlateral Trade Lberalzaton, Canadan Journal of Economcs, 48(3). Mayer, T., and S. Zgnago (2011): Notes on CEPIIŠs Dstances Measures: The GeoDst Database, Workng Papers , CEPII. Ncta, A., and M. Olarreaga (2007): Trade, Producton, and Protecton Database, , The World Bank Economc Revew, 21(1), Ornelas, E. (2005a): Endogenous Free Trade Agreements and the Multlateral Tradng System, Journal of Internatonal Economcs, 67(2), (2005b): Trade Creatng Free Trade Areas and the Undermnng of Multlateralsm, European Economc Revew, 49(7), (2007): Exchangng Market Access at the Outsders Expense: the Case of Customs Unons, Canadan Journal of Economcs, 40(1), Rchardson, M. (1993): Endogenous Protecton and Trade Dverson, Journal of Internatonal Economcs, 34(3-4),

19 Sagg, K., and H. M. Yldz (2010): Blateralsm, Multlateralsm, and the Quest for Global Free Trade, Journal of Internatonal Economcs, 81(1), Small, M., and J. D. Snger (1969): Formal Allances, : An Extenson of the Basc Data, Journal of Peace Research, 6(3), Stoyanov, A. (2009): Trade Polcy of A Free Trade Agreement n the Presence of Foregn Lobbyng, Journal of Internatonal Economcs, 77(1), Syropoulos, C. (2002): On Tar Preferences and Delegaton Decsons n Customs Unon: a Heckscher-Ohlne Approach, The Economc Journal, 112(481), Voeten, E. (2013): Data and Analyses of Votng n the Unted Natons General Assembly, Routledge Handbook of Internatonal Organzaton. London: Routledge, pp Y, S.-S. (1996): Endogenous Formaton of Customs Unons Under Imperfect Competton: Open Regonalsm s Good, Journal of Internatonal Economcs, 41(1),

20 7 Appendx Some of the dervatons: The response of prce and quantty to change n the tar H = ( 1) x = P 1 rj = ( 1) x r fj = x fj 1 f + ( 1) x f j 1 pfj n fj d fj = P P 1 f Response of consumer surplus to changes n external tar : Consumer surplus s s fj CS() = V (Y; P ) Y = nx a + =1 =1 nx a ln a P = nx a (ln a 1 ln P ) = a = = X P 1 f Response of tar revenue to change n external tar : s fj R() P n P F;R =1 j=1 jp j n j x j a s fj + a (1 f s fj + ( 1)X f s fj 1 f + RX ( X rj s rj r j=1 = a s fj F X a ( 1) 1 f f s fj ( 1)X f s fj + RX ( X rj s rj r j=1 = a F X s fj a ( 1) 1 f f s fj + ( f s fj + ( RX X rj s rj r j=1 = a (1 f ) a ( 1) (1 f f +( 1 f P f s fj +( RX X rj s rj r j=1 19

21 = 2 X F 41 f ( 1) f + ( 1) f s fj + ( 1) Response of rms pro ts to change n external tar : 3 RX rj s rj 5 r P n =1 P R r j=1 n r j rj = 1 RX (1 rj )s rj r P n P 2 3 F =1 f n =1 f = X 4 1 f (1 f ) s fj (1 f ) = X 4 1 f 1 (1 f s fj A5 (20) Import demand fj f x fj = f 1 f ( 1) s fj 3 5 j F j = 1 f fj f x fj = ( 1) s fj p fj x fj f j = 2 p fj x fj 4 x fj 1 f + ( 1) x f j P = + ( 1) s fj P 1 f s fj 3 5 ( 1)(1 f ) c fj p fj x fj j F j fj p fj x fj = ( 1) s fj 20

22 Table 1. Summary statstcs of varables of nterest. Varable Descrpton Mean Standard devaton Mn Max N τ ROW MFN tarff Δ t-1 τ ROW Change n MFN tarff τ PTA Preferental tarff Δ t-1 τ PTA Change n preferental tarff ε j Import demand elastcty σ j elastcty of substtuton S H,t Home ndustry share Δ t-1 S H Change n Home ndustry share S r,t Partner ndustry market share Δ t-1 S r,t Change n partner ndustry share ln(mport) log of mports ln(mport_iv 1 ) log of mports (nstrument 1) ln(mport_iv 2 ) log of mports (nstrument 2) ln(mport_iv 3 ) log of mports (nstrument 3) ln(mport_iv 4 ) log of mports (nstrument 4) ф UN UN affnty ndex ф Defense Defense treaty ndcator ф Interacton Countres nteractons ndex Note: τ ROW and τ PTA are MFN tarff and preferental tarff respectvely, aggregated from 6-dgt HS classfcaton to 3- dgt ISIC classfcaton. S r,t s the rato of output to domestc consumpton of. Imports are recorded at 6-dgt HS classfcaton. The correlatons between mports and ts nstrument varables mport_iv 1 - mport_iv 4 are 0.505, 0.829, 0.83, and respectvely. ф UN s UN affnty score. ф Defense =1 when two countres s wth defense pack. ф Interacton s the measure of poltcal and economc nteractons between countres purged from scale effects.

23 Table 2. Lnear regresson results of the effects of poltcal relaton on external tarffs. (1) (2) (3) (4) (5) (6) ΔS H,t (0.250) (0.212) (0.328) (0.335) (0.416) (0.567) r (1-τ r,t-1 ) S r,t * 0.049* (0.097) (0.091) (0.143) (0.142) (0.185) (0.164) r (1-τ r,t-2 )S r,t *** 0.201*** 0.527** 0.263** 0.198*** 0.338*** (0.000) (0.000) (0.026) (0.021) (0.003) (0.000) r (1-τ r,t-3 )S r,t *** 0.154*** 0.631*** 0.322*** 0.104*** 0.230*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r (1-τ r,t-4 )S r,t ** 0.021** 0.114* 0.056* * (0.036) (0.035) (0.055) (0.053) (0.296) (0.095) r (1-τ r,t-5 )S r,t ** 0.034** 0.187** 0.093** * (0.030) (0.029) (0.049) (0.048) (0.122) (0.088) r (1-τ r,t-6 )S r,t * 0.032* 0.179* 0.089* 0.010* (0.066) (0.065) (0.085) (0.083) (0.067) (0.198) Country-ndustry fxed effects Yes Yes Yes Yes Yes Industry-year fxed effects Yes Year fxed effects Yes Yes Yes R No. of Obs F statstcs The dependent varable s Δτ j,t n column (1), (5), (6,), and [ σ j /(σ j -1)]Δτ j,t n column (2), and ε j Δτ j,t n column (3), and ε j [σ j /(σ 1)]Δτ j,t n column (4). ΔS H,t s 1-perod tme dfference n the rato of domestc output to domestc consumpton of. S r,t s the rato of mport from partner r to domestc consumpton of at tme t. Column (1) - (4) nclude country-ndustry fxed effect. Column (5) ncludes ndustry-year fxed effects. Columne (6) ncludes country-ndustry and year fxed effects. p-values, based on standard errors clustered at country-ndustry level, are reported n parentheses. * p<0.10, ** p<0.05, *** p<0.01

24 Table 3. Estmaton results for the effects of poltcal relaton on external tarffs n panel structure. (1) (2) (3) (4) (5) (6) (7) (8) ф r =1 ф UN,r ф Defense,r ф Interacton,r ф r =1 ф UN,r ф Defense,r ф Interacton,r ΔS H,t (0.300) (0.303) (0.317) (0.302) (0.537) (0.541) (0.549) (0.538) r ф r (1-τ r,t-1 ) S r,t *** (0.112) (0.140) (0.000) (0.114) (0.134) (0.114) (0.100) (0.139) r ф r (1-τ r,t-2 )S r,t ** 0.274** 0.736*** 0.436** 0.338*** 0.478*** 0.890*** 0.427*** (0.011) (0.028) (0.000) (0.011) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-3 )S r,t *** 0.487*** 0.441*** 0.420*** 0.230*** 0.345*** 0.221*** 0.268*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-4 )S r,t ** 0.076** 0.095*** 0.051* 0.020* (0.037) (0.046) (0.000) (0.067) (0.072) (0.102) (0.464) (0.110) r ф r (1-τ r,t-5 )S r,t ** 0.138** 0.157*** 0.084* 0.028* 0.068* (0.033) (0.043) (0.000) (0.061) (0.066) (0.060) (0.528) (0.117) r ф r (1-τ r,t-6 )S r,t * *** (0.062) (0.134) (0.000) (0.107) (0.166) (0.250) (0.676) (0.259) Country-ndustry fxed effects Yes Yes Yes Yes Yes Yes Yes Yes Year fxed effects Yes Yes Yes Yes F-statstcs Rho R No. of Obs The dependent s ε j [σ j /(σ j -1)]Δτ j,t n column (1) - (4) and Δτ j,t n column (5) - (8). Column (1) and (5) report estmates not weghted by proxy of poltcal relaton. S H,t s 1-perod tme dfference n the rato of domestc output to domestc consumpton of. S r,t-1 s the rato of mport from partner r to domestc consumpton of at tme t-1. ф r s the poltcal relaton proxy. Estmates n column (2) and (6) are weghted by poltcal affnty scores from UN Assembly Votngs. Estmates n column (3) and (7) are weghted by defense treaty dummy. Estmates n column (4) and (8) are weghted by dyad poltcal nteractons. p-values, based on standard errors clustered at country-ndustry level, are reported n parentheses. * p<0.10, ** p<0.05, *** p<0.01

25 Table 4. Estmaton results for the effects of on external tarffs usng nstrument varables. (1) (2) (3) (4) (5) (6) (7) (8) Iv 1 Iv 2 Iv 3 Iv 4 Iv 1 Iv 2 Iv 3 Iv 4 r (1-τ r,t-1 ) S r,t *** 0.769** 0.645** 0.602** 1.034*** 0.465*** 0.410** 0.397** (0.000) (0.020) (0.026) (0.025) (0.000) (0.007) (0.011) (0.013) r (1-τ r,t-2 )S r,t *** 0.288*** 0.258*** 0.237*** 0.479*** 0.474*** 0.462*** 0.457*** (0.004) (0.000) (0.001) (0.001) (0.000) (0.000) (0.000) (0.000) r (1-τ r,t-3 )S r,t *** 0.429*** 0.382*** 0.372*** 0.413*** 0.359*** 0.331*** 0.326*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r (1-τ r,t-4 )S r,t *** 0.381*** 0.302*** 0.281*** 0.669*** 0.271*** 0.224*** 0.213*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r (1-τ r,t-5 )S r,t *** 0.485*** 0.396*** 0.393*** 0.162** 0.287*** 0.236*** 0.231*** (0.000) (0.000) (0.000) (0.000) (0.022) (0.000) (0.000) (0.000) r (1-τ r,t-6 )S r,t *** 0.311*** 0.248*** 0.252*** 0.865*** 0.202*** 0.168*** 0.168*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) ΔS H,t (0.333) (0.286) (0.289) (0.289) (0.276) (0.218) (0.217) (0.217) Country-ndustry fxed effects Yes Yes Yes Yes Yes Yes Yes Yes LM statstc Cragg-donald wald Hansen J. statstcs F-statstcs No. of Obs The dependent s ε j [σ j /(σ j -1)]Δτ j,t n column (1) - (4) and Δτ j,t n column (5) - (8). ΔS H,t s 1-perod tme dfference n the rato of domestc output to domestc consumpton of. S r,t-1 s the rato of mport from partner r to domestc consumpton of at tme t-1. Column (1) and (4) are nstrumented wth Iv 1. Column (2) and (6) are nstrumented wth Iv 2. Column (3) and (7) are nstrumented wth Iv 3. Column (4) and (8) are nstrumented wth Iv 4. p-values, based on standard errors clustered at country-ndustry level, are reported n parentheses. LM statstc reports for underdentfcaton test. Wald F. statstc reports for weak dentfcaton test. Hansen J statstc s zero for the case of exact dentfcaton. * p<0.10, ** p<0.05, *** p<0.01

26 Table 5. Estmaton results for the effects of poltcal relaton on external tarffs usng nstrument varables. ф UN,r ф Defense,r ф Interacton,r (1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) (12) IV1 IV2 IV3 IV4 IV1 IV2 IV3 IV4 IV1 IV2 IV3 IV4 r ф r (1-τ r,t-1 ) S r,t *** 2.140*** 1.868*** 1.599*** 0.963*** 0.293*** 0.203*** 0.191*** 2.319*** 0.779** 0.631** 0.579** (0.000) (0.000) (0.001) (0.000) (0.000) (0.003) (0.009) (0.005) (0.000) (0.033) (0.046) (0.045) r ф r (1-τ r,t-2 )S r,t *** 0.348*** 0.320*** 0.308*** 1.100*** 1.104*** 1.092*** 1.121*** 1.105*** 0.438*** 0.401*** 0.357*** (0.006) (0.000) (0.000) (0.001) (0.003) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-3 )S r,t *** 0.531*** 0.485*** 0.483*** 2.797** 0.587*** 0.497*** 0.505*** 0.936*** 0.524*** 0.465*** 0.468*** (0.000) (0.000) (0.000) (0.000) (0.043) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-4 )S r,t *** 0.723*** 0.618*** 0.531*** 0.990*** 0.362*** 0.237*** 0.222*** 1.134*** 0.398*** 0.308*** 0.287*** (0.005) (0.000) (0.000) (0.000) (0.004) (0.000) (0.001) (0.000) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-5 )S r,t *** 0.868*** 0.751*** 0.726*** 1.292*** 0.443*** 0.291*** 0.292*** 1.477*** 0.500*** 0.399*** 0.392*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) r ф r (1-τ r,t-6 )S r,t *** 0.283*** 0.247*** 0.246*** 0.624*** 0.385*** 0.237*** 0.259*** 1.241*** 0.343*** 0.263*** 0.269*** (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000) ΔS H,t (0.337) (0.291) (0.293) (0.293) (0.298) (0.318) (0.317) (0.318) (0.346) (0.285) (0.288) (0.288) Country-ndustry fxed effects Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes LM statstc Cragg-Donald Wald No. of Obs The dependent varable s ε j [σ j /(σ j -1)]Δτ j,t. ΔS H,t s 1-perod tme dfference n the rato of domestc output to domestc consumpton of. S r,t-1 s the rato of mport from partner r to domestc consumpton of at tme t-1. Estmates n column (1) - (4) are weghted by poltcal affnty scores from UN Assembly Votngs. Estmates n column (5) - (8) are weghted by defense treaty dummy. Estmates n column (9) - (12) are weghted by dyad poltcal nteractons. p-values, based on standard errors clustered at country-ndustry level, are reported n parentheses. LM statstc reports for underdentfcaton test. Wald F. statstc reports for weak dentfcaton test. Hansen J statstc s zero for the case of exact dentfcaton. * p<0.10, ** p<0.05, *** p<0.01

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

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

MgtOp 215 Chapter 13 Dr. Ahn

MgtOp 215 Chapter 13 Dr. Ahn MgtOp 5 Chapter 3 Dr Ahn Consder two random varables X and Y wth,,, In order to study the relatonshp between the two random varables, we need a numercal measure that descrbes the relatonshp The covarance

More information

Trade Policy of a Free Trade Agreement in the Presence of Foreign Lobbying

Trade Policy of a Free Trade Agreement in the Presence of Foreign Lobbying Trade Polcy of a Free Trade Agreement n the Presence of Foregn Lobbyng Andrey Stoyanov The Unversty of Brtsh Columba Frst draft: June 2007 Ths draft: Aprl 2008 Abstract Ths paper studes the e ect of foregn

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

Trade Policy of a Free Trade Agreement in the Presence of Foreign Lobbying

Trade Policy of a Free Trade Agreement in the Presence of Foreign Lobbying Trade Polcy of a Free Trade Agreement n the Presence of Foregn Lobbyng Andrey Stoyanov y The Unversty of Brtsh Columba October 2007 Abstract Ths paper studes the e ect of foregn lobbes on trade polcy of

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

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

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

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

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

FTA Trade Policy in the Presence of Foreign Lobbying

FTA Trade Policy in the Presence of Foreign Lobbying FTA Trade Polcy n the Presence of Foregn Lobbyng Andrey Stoyanov March 2007 Abstract Ths paper studes the e ect of foregn lobbes on trade polcy of a country whch s a member of a Free Trade Agreement (FTA).

More information

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

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

More information

Bilateral Trade Flows and Nontraded Goods

Bilateral Trade Flows and Nontraded Goods Blateral Trade Flos and Nontraded Goods Yh-mng Ln Department of Appled Economcs, Natonal Chay Unversty, Taan, R.O.C. Emal: yxl173@mal.ncyu.edu.t Abstract Ths paper develops a monopolstc competton model

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

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

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

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

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

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

More information

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

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

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

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan Spatal Varatons n Covarates on Marrage and Martal Fertlty: Geographcally Weghted Regresson Analyses n Japan Kenj Kamata (Natonal Insttute of Populaton and Socal Securty Research) Abstract (134) To understand

More information

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

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

More information

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

Protecting India s Trade Liberalization? Tariff Reform, Antidumping and Safeguards

Protecting India s Trade Liberalization? Tariff Reform, Antidumping and Safeguards Protectng Inda s Trade Lberalzaton? Tarff Reform, Antdumpng and Safeguards Chad P. Bown Brandes Unversty Patrca Tovar Brandes Unversty 30 October 2007 Prelmnary and ncomplete: please do not quote, cte

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

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

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

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE)

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) May 17, 2016 15:30 Frst famly name: Name: DNI/ID: Moble: Second famly Name: GECO/GADE: Instructor: E-mal: Queston 1 A B C Blank Queston 2 A B C Blank Queston

More information

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS North Amercan Journal of Fnance and Bankng Research Vol. 4. No. 4. 010. THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS Central Connectcut State Unversty, USA. E-mal: BelloZ@mal.ccsu.edu ABSTRACT I nvestgated

More information

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS

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

More information

Home Market E ect and its Extensive and Intensive Margins: The Role of Factor Endowments.

Home Market E ect and its Extensive and Intensive Margins: The Role of Factor Endowments. Home Market E ect and ts Extensve and Intensve Margns: The Role of Factor Endowments. Arnab Nayak Auburn Unversty October 2011 Abstract Ths paper develops a factor proportons drven monopolstc competton

More information

Can Bilateral Trade Agreements Help Induce Free Trade?

Can Bilateral Trade Agreements Help Induce Free Trade? Can Blateral Trade Agreements Help Induce Free Trade? Raymond Rezman Department of Economcs Unversty of Iowa Iowa Cty, IA 52242 emal: rrezman@blue.weeg.uowa.edu 6/24/98 Abstract: There has been growng

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

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

R Square Measure of Stock Synchronicity

R Square Measure of Stock Synchronicity Internatonal Revew of Busness Research Papers Vol. 7. No. 1. January 2011. Pp. 165 175 R Square Measure of Stock Synchroncty Sarod Khandaker* Stock market synchroncty s a new area of research for fnance

More information

Session 2 Trade indicators for evaluating the potential impacts of an FTA

Session 2 Trade indicators for evaluating the potential impacts of an FTA ARTNeT- GIZ Capacty Buldng Worshop Practcal tools for Impact Assessment of Free Trade Agreements 23-27 January 2017, Bango Sesson 2 Trade ndcators for evaluatng the potental mpacts of an FTA Dr. Wtada

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

Volume 29, Issue 1. Wage Subsidy and Sector-Specific Unemployment: A New Economic Geography Approach

Volume 29, Issue 1. Wage Subsidy and Sector-Specific Unemployment: A New Economic Geography Approach Volume 29, Issue Wage Subsdy and Sector-Specfc Unemployment: A New Economc Geography Approach Yenhuang Chen Chnese Culture Unversty Lhong Zhao Chna HuanQu Contractng & Engneerng Corporaton Abstract Ths

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

EXPORT SUBSIDIES AND CUSTOMS UNIONS

EXPORT SUBSIDIES AND CUSTOMS UNIONS Journal of Internatonal Busness and Economy (008) 9(): - (9 pages) JIBE Journal of Internatonal Busness Journal of Internatonal Busness and Economy Jose Mendez-Naya and J. Tomas Gomez-Aras EXPORT SBSIIES

More information

Macroeconomic equilibrium in the short run: the Money market

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

More information

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

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

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

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

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

More information

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

Domestic Product Standards and Free Trade Areas

Domestic Product Standards and Free Trade Areas Domestc Product Standards and Free Trade Areas Akhko Yanase a, Hrosh Kurata b a Graduate School of Economcs, Nagoya Unversty b Faculty of Economcs, Tohoku Gakun Unversty May, 201 Abstract Ths study consders

More information

DETERMINING THE EFFECT OF NAFTA ON THE NORTH AMERICAN SWEET POTATO MARKET

DETERMINING THE EFFECT OF NAFTA ON THE NORTH AMERICAN SWEET POTATO MARKET DETERMINING THE EFFECT OF NAFTA ON THE NORTH AMERICAN SWEET POTATO MARKET YOUNGJAE LEE Department of Agrcultural Economcs and Agrbusness Lousana State Unversty AgCenter 242A Martn D. Woodn Hall Baton Rouge,

More information

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY HIGHER CERTIFICATE IN STATISTICS, 2013 MODULE 7 : Tme seres and ndex numbers Tme allowed: One and a half hours Canddates should answer THREE questons.

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

Quality Choice: Effects of Trade, Transportation Cost, and Relative Country Size. 1

Quality Choice: Effects of Trade, Transportation Cost, and Relative Country Size. 1 Qualty Choce: Effects of Trade, Transportaton Cost, and Relatve Country Sze. 1 (Prelmnary draft. Please, do not cte) Volodymyr Lugovskyy (Georga Insttute of Technology) Alexandre Skba (The Unversty of

More information

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach 216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on

More information

"Understanding the Welfare Implications of Preferential Trade Agreements" M. Ayhan Kose and Raymond Riezman

Understanding the Welfare Implications of Preferential Trade Agreements M. Ayhan Kose and Raymond Riezman "Understandng the Welfare Implcatons of Preferental Trade Agreements" M. Ayhan Kose and Raymond Rezman CGR Workng Paper No. 45/99 October 1999 Centre for the tudy of Globalsaton and Regonalsaton (CGR),

More information

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

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

More information

/ Computational Genomics. Normalization

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

More information

Endogenous protection in a framework with a monopolistic competitive market

Endogenous protection in a framework with a monopolistic competitive market Endogenous protecton n a framework wth a monopolstc compettve market María Cecla Gáname September 010 Abstract The author studes the determnaton of a specfc tarff n a settng of monopolstc competton, whch

More information

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

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

More information

The Uneven Roles of FTAs: Selection Effect or Learning Effect?

The Uneven Roles of FTAs: Selection Effect or Learning Effect? The Unversty of Adelade School of Economcs Research aper No. 200-9 October 200 The Uneven Roles of FTAs: Selecton Effect or Learnng Effect? Faqn Ln The Uneven Roles of FTAs: Selecton Effect or Learnng

More information

Evaluating Performance

Evaluating Performance 5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return

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

EPPE6024: Macroeconomics Lecture 2: Aggregate Demand (AD), Aggregate Supply (AS), and Business Cycle

EPPE6024: Macroeconomics Lecture 2: Aggregate Demand (AD), Aggregate Supply (AS), and Business Cycle EE6024: Macroeconomcs Lecture 2: Aggregate Demand (AD), Aggregate Suppl (AS), and Busness Ccle The Goods Market: the IS curve IS curve shows the combnaton of the nterest rates and output level at whch

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

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

Price Formation on Agricultural Land Markets A Microstructure Analysis

Price Formation on Agricultural Land Markets A Microstructure Analysis Prce Formaton on Agrcultural Land Markets A Mcrostructure Analyss Martn Odenng & Slke Hüttel Department of Agrcultural Economcs, Humboldt-Unverstät zu Berln Department of Agrcultural Economcs, Unversty

More information

THREE ESSAYS ON THE ECONOMICS OF PREFERENTIAL TRADE AGREEMENTS: FREE TRADE AREAS, RULES OF ORIGIN AND CUSTOMS UNIONS RENFENG XIAO

THREE ESSAYS ON THE ECONOMICS OF PREFERENTIAL TRADE AGREEMENTS: FREE TRADE AREAS, RULES OF ORIGIN AND CUSTOMS UNIONS RENFENG XIAO THREE ESSYS ON THE ECONOMICS OF PREFERENTIL TRDE GREEMENTS: FREE TRDE RES RULES OF ORIGIN ND STOMS UNIONS by RENFENG XIO BS Huazhong Unversty of Scence and Technology 003 MS Huazhong Unversty of Scence

More information

OCR Statistics 1 Working with data. Section 2: Measures of location

OCR Statistics 1 Working with data. Section 2: Measures of location OCR Statstcs 1 Workng wth data Secton 2: Measures of locaton Notes and Examples These notes have sub-sectons on: The medan Estmatng the medan from grouped data The mean Estmatng the mean from grouped data

More information

Microeconomics: BSc Year One Extending Choice Theory

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

More information

Intensive vs Extensive Margin Tradeo s in a Simple Monetary Search Model

Intensive vs Extensive Margin Tradeo s in a Simple Monetary Search Model Intensve vs Extensve Margn Tradeo s n a Smple Monetary Search Model Sébasten Lotz y Unversty of Pars 2 Andre Shevchenko z Mchgan State Unversty Aprl 2006 hrstopher Waller x Unversty of Notre Dame Abstract

More information

Preferential Trade Arrangements: Impacts on Agricultural Trade and Income. Anatoliy Skripnitchenko, Hamid Beladi, and Won W. Koo

Preferential Trade Arrangements: Impacts on Agricultural Trade and Income. Anatoliy Skripnitchenko, Hamid Beladi, and Won W. Koo Preferental Trade Arrangements: Impacts on Agrcultural Trade and Income Anatoly Skrpntchenko, Hamd Belad, and Won W. Koo The authors are respectvely Research Assstant Professor, Senor Research Fellow and

More information

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions UIVERSITY OF VICTORIA Mdterm June 6, 08 Solutons Econ 45 Summer A0 08 age AME: STUDET UMBER: V00 Course ame & o. Descrptve Statstcs and robablty Economcs 45 Secton(s) A0 CR: 3067 Instructor: Betty Johnson

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

Chapter 3 Descriptive Statistics: Numerical Measures Part B

Chapter 3 Descriptive Statistics: Numerical Measures Part B Sldes Prepared by JOHN S. LOUCKS St. Edward s Unversty Slde 1 Chapter 3 Descrptve Statstcs: Numercal Measures Part B Measures of Dstrbuton Shape, Relatve Locaton, and Detectng Outlers Eploratory Data Analyss

More information

International ejournals

International ejournals Avalable onlne at www.nternatonalejournals.com ISSN 0976 1411 Internatonal ejournals Internatonal ejournal of Mathematcs and Engneerng 7 (010) 86-95 MODELING AND PREDICTING URBAN MALE POPULATION OF BANGLADESH:

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

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

Firm Survival, Performance, and the Exchange Rate*

Firm Survival, Performance, and the Exchange Rate* Department of Economcs Dscusson Paper 2007-04 Frm Survval, Performance, and the Exchange Rate* Jen Baggs Faculty of Busness Unversty of Vctora Vctora, BC V8W 2Y2 Eugene Beauleu Department of Economcs Unversty

More information

Highlights of the Macroprudential Report for June 2018

Highlights of the Macroprudential Report for June 2018 Hghlghts of the Macroprudental Report for June 2018 October 2018 FINANCIAL STABILITY DEPARTMENT Preface Bank of Jamaca frequently conducts assessments of the reslence and strength of the fnancal system.

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

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

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

More information

Trade and Agglomeration: the Strategic use of Protection Revisited

Trade and Agglomeration: the Strategic use of Protection Revisited Trade and Agglomeraton: the Strategc use of Protecton Revsted Thede, Susanna 2007 Lnk to publcaton Ctaton for publshed verson (APA): Thede, S. (2007). Trade and Agglomeraton: the Strategc use of Protecton

More information

Predicting the Effects of NAFTA: Now We Can Do It Better!

Predicting the Effects of NAFTA: Now We Can Do It Better! Shkher, Journal of Internatonal and Global Economc Studes, 5(2), December 2012, 32-59 32 Predctng the Effects of NAFTA: Now We Can Do It Better! Serge Shkher * Suffolk Unversty Abstract The North Amercan

More information

Policy Choice: Theory and Evidence from Commitment via International Trade Agreements *

Policy Choice: Theory and Evidence from Commitment via International Trade Agreements * Polcy Choce: Theory and Evdence from Commtment va Internatonal Trade Agreements * Nuno Lmão Unversty of Maryland, NBER and CEPR Patrca Tovar Brandes Unversty Ths verson: November 2008 (Frst verson: December

More information

A New Trade Theory of GATT/WTO Negotiations

A New Trade Theory of GATT/WTO Negotiations A New Trade Theory of GATT/WTO Negotatons Ralph Ossa y Unversty of Chcago May 9, 2008 Abstract I develop a novel theory of GATT/WTO negotatons. Ths theory provdes new answers to two promnent questons n

More information

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

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

More information

Time Preference and the Distributions of Wealth and Income. Richard M. H. Suen University of Connecticut

Time Preference and the Distributions of Wealth and Income. Richard M. H. Suen University of Connecticut Tme Preference and the Dstrbutons of Wealth and Income Rchard M. H. Suen Unversty of Connectcut Workng Paper 202-0 January 202 Tme Preference and the Dstrbutons of Wealth and Income Rchard M. H. Suen y

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

GOODS AND FINANCIAL MARKETS: IS-LM MODEL SHORT RUN IN A CLOSED ECONOMIC SYSTEM

GOODS AND FINANCIAL MARKETS: IS-LM MODEL SHORT RUN IN A CLOSED ECONOMIC SYSTEM GOODS ND FINNCIL MRKETS: IS-LM MODEL SHORT RUN IN CLOSED ECONOMIC SSTEM THE GOOD MRKETS ND IS CURVE The Good markets assumpton: The producton s equal to the demand for goods Z; The demand s the sum of

More information

Intensive and Extensive Margins of South South North Trade: Firm-Level Evidence

Intensive and Extensive Margins of South South North Trade: Firm-Level Evidence ERIA-DP--70 ERIA Dscusson Paper Seres Intensve and Extensve Margns of South South North Trade: Frm-Level Evdence Ll Yan ING * Economc Research Insttute for ASEAN and East Asa (ERIA) and Unversty of Indonesa

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

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

A Decomposition of US Net Exports Growth Rates

A Decomposition of US Net Exports Growth Rates A Decomposton of US Net Exports Growth Rates 966-99 Agelos Dels GEP, Unversty of Nottngham August 2007 Prelmnary and ncomplete. Please do not quote Abstract Ths paper s based on the work of Dxt and Woodland

More information

Solutions to Odd-Numbered End-of-Chapter Exercises: Chapter 12

Solutions to Odd-Numbered End-of-Chapter Exercises: Chapter 12 Introducton to Econometrcs (3 rd Updated Edton) by James H. Stock and Mark W. Watson Solutons to Odd-Numbered End-of-Chapter Exercses: Chapter 1 (Ths verson July 0, 014) Stock/Watson - Introducton to Econometrcs

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

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 3 Answers

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 3 Answers ublc Affars 854 enze D. Chnn Fall 07 Socal Scences 748 Unversty of Wsconsn-adson roblem Set 3 Answers Due n Lecture on Wednesday, November st. " Box n" your answers to the algebrac questons.. Fscal polcy

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

Analysis of Variance and Design of Experiments-II

Analysis of Variance and Design of Experiments-II Analyss of Varance and Desgn of Experments-II MODULE VI LECTURE - 4 SPLIT-PLOT AND STRIP-PLOT DESIGNS Dr. Shalabh Department of Mathematcs & Statstcs Indan Insttute of Technology Kanpur An example to motvate

More information

Notes on the Theoretical Gravity Model of. International Trade

Notes on the Theoretical Gravity Model of. International Trade Notes on the Theoretcal Gravty Model of Internatonal Trade Ben Shepherd Nehaus Center, Prnceton Unversty & GEM, Scences Po Ths Verson Dated: November 25, 2008 Abstract I derve n detal the verson of the

More information