Trade Liberalization, Foreign Aid, and Welfare under Unemployment and Cross-border Pollution

Size: px
Start display at page:

Download "Trade Liberalization, Foreign Aid, and Welfare under Unemployment and Cross-border Pollution"

Transcription

1 Trad Libraliation, Forign Aid, and Wlfar undr Unmploymnt and Cross-bordr Pollution Nikos Tsakiris, Panos Hatipanayotou and Michal S. Michal August 2007 (Prliminary Draft) Abstract W construct a two-country gnral quilibrium modl of forign aid, with unmploymnt in th rcipint country and cross-bordr pollution from this country to th donor. Pollution is ntirly abatd by th rcipint s privat and public sctors. W xamin th optimal rspons of th two countris in trms of th si and us of aid, and in trms of nvironmntal policis in raction to two xognous shocks. First, an improvmnt in th trms of trad as a proxy of frr trad and globaliation. Scond, a dcras in th rcipint s minimum wag as a rform proxy of its labor markt. W xamin cass whr such changs may lad to wlfar improvmnt in both countris, accounting for th optimal adjustmnts of thir policy instrumnts. Kywords: Forign Aid, Cross-bordr Pollution, Pollution Abatmnt, Unmploymnt, Minimum Wag. J.E.L Classification: F35, H41, J64, Q28 Dpartmnt of Intrnational and Europan Economic Studis, Athns Univrsity of Economics and Businss; 76, Patission str., Athns , Grc. Dpartmnt of Intrnational and Europan Economic Studis, Athns Univrsity of Economics and Businss; 76, Patission str., Athns , Grc, and CESifo (Cntr for Economic Studis and th Ifo Institut of Economic Rsarch). Dpartmnt of Economics, Univrsity of Cyprus; P.O. Box Nicosia, CY 1678, Cyprus, and Csifo. Corrspondnc: Panos Hatipanayotou, Dpartmnt of Intrnational and Europan Economic Studis, Athns Univrsity of Economics and Businss; 76, Patission str., Athns , Grc. Tl. ( ) , Fax. ( ) , mail: hatip@aub.gr 1

2 Trad Libraliation, Forign Aid, and Wlfar undr Unmploymnt and Cross-bordr Pollution 1. Introduction Throughout th past dcads country officials, intrnational organiations and policy makrs hav strongly argud that intrnational transfrs (i.., forign aid), both montary and non-montary, from dvlopd to dvloping conomis can allviat acut global and national conomic, and oftn, non-conomic problms. For xampl, it has bn maintaind, and ampl mpirical vidnc confirms, that untid or tid to spcific objctivs provision of funds is mad from dvlopd to dvloping countris for purposs of consumption, of financing capital accumulation, for provision of public goods and public inputs, of nvironmntal prsrvation, or of promoting structural rforms in commodity and factor (.g., labor) markts. 1 Such transfrs primarily aim at improving wlfar in th rcipint countris, but oftn can bnfit, ithr dirctly or indirctly, th donor countris as wll. 2 Morovr, during th long history of forign aid btwn donor and rcipint countris, thr has bn frqunt and prolongd variability both in th volum of aid offrd by th donor countris, and in th way aid has bn usd by th rcipints. On th on hand, issus such as aid fatigu, or appropriat us of forign aid by th rcipint countris, or thir complianc to th trms of rciving (tid) forign aid, hav bn among th rasons invokd by dvlopd-donor countris to incras or dcras aid to th dvloping world. On th othr hand, rcipint countris optd to us forign aid in ways most fitting thir own conomic and non-conomic objctivs rgardlss of clauss imposd on thm by th donors for th disbursmnt of th rcivd aid. Asid of th abov, howvr, changs in th global conomic nvironmnt,.g., frr intrnational trad or gratr dgr of markts globaliation, or conomic conditions in th donor or th rcipint countris, may account for changs in both th si and us of forign aid, 1 Burnsid and Dollar (2000) provid an xtnsiv rviw of conomic motivation rgarding th donation of forign aid. 2 Although th logic of aid is to bnfit th rcipint countris, quit frquntly aid has bn usd as a policy instrumnt to affct th trms of trad btwn donor and rcipint countris in favor of th formr. This issu has bn th subjct mattr of a larg litratur on th so-calld transfrs paradox (.g., s Cassn 1988, Kmp 1992). Th objctiv of th prsnt analysis, howvr, is not on this issu. 2

3 and in othr policy instrumnts. Such changs may ntail important wlfar implications for both th donor and rcipint countris. Hr, motivatd by such considrations, w xamin how, in th prsnc of conomic distortions, xognous shocks can affct wlfar and th optimal bhavior of donor and rcipint countris towards aid, and othr conomic policy instrumnts. Two distortions, capturing crtain conomic stylid facts, ar introducd in th analysis. Th first is production rlatd pollution missions that advrsly affct utility in both th mitting country (-is) and in nighboring (non-) mitting country (-is). This distortion capturs a major global considration for which nowadays forign aid is offrd. For xampl, th U.S., th Europan Union, but also indpndntly dvlopd countris such as Grmany, th UK, Swdn, and Japan ar among th primary providrs of xtnsiv forign aid to dvloping conomis (.g., Cntral and Eastrn Europan countris) for financing pollution abatmnt activitis (OECD, 2003). Th scond distortion is unmploymnt, du to th xistnc of a minimum wag, in th rcipint country. This distortion attmpts to captur an important structural fatur of dvloping conomis, and whos rform may constitut a pr-condition for aid. 3 For th purposs of our analysis two xognous shocks ar considrd. First, an improvmnt in th trms of trad as a proxy of frr trad (or globaliation) du to rducd transportation costs or du to rducd tariffs and non-tariff barrirs, and scond, a dcras in th rcipint s minimum wag as a rform proxy of its labor markt. In raction to ths shocks, w xamin (i) th optimal rspons of th two countris in trms of forign aid and nvironmntal policy, and (ii) th inducd wlfar ffcts for th two countris accounting for th optimal policy adjustmnts. 2. Litratur Rviw Various aspcts of intrnational trad and nvironmntal policy ar rlatd to th prsnt study,.g., forign aid, changs in trms of trad, minimum wag, privat and public abatmnt of cross-bordr pollution. To th bst of our knowldg ths aspcts ar not yt synthsid in a singl study. This synthsis, motivatd by th stylid facts 3 Drgulation of labor markts and th rmoval of barrirs in commodity markts (.g., tariffs and othr import barrirs) ar among th factors which dtrmin how donors allocat aid among multi-rcipint countris (.g., s, Lahiri and Raymondos-Möllr 1997, and Lahiri t al., 2002). 3

4 outlind in th introduction, constituts th primary contribution of th prsnt chaptr. For th purposs of our analysis w classify th rlvant intrnational trad litratur in two strands. Th first focuss on th links btwn forign aid and nvironmntal protction. Th scond focuss on th so-calld doubl-dividnd of nvironmntal policy rforms (i.., raising mploymnt and rducing pollution), in opn conomis with pollution xtrnalitis and unmploymnt du to xognous (i.., minimum) or noncomptitiv wag dtrmination. 4 Rgarding th first strand, a numbr of studis hav xamind th intraction among forign aid, pollution and wlfar, undr th xistnc or not of cross-bordr pollution. Rcntly, for xampl, in a modl with ndognous trms of trad and without cross-bordr pollution Chao and Yu (1999) xamin th wlfar ffcts of aid tid to public abatmnt activitis in a pollution gnrating aid-rcipint country. Hatipanayotou t al. (2002) show that vn in th absnc of intrnational coopration, cross-bordr pollution may rduc th total amount of pollution mission by inducing mor forign aid from th dvlopd to dvloping countris. Naito (2003), in a modl with ndognous trms of trad, transboundary pollution and without nvironmntal rgulation, shows that untid aid is Parto-improving in trms of wlfar if th marginal propnsity to consum in th donor country is sufficintly largr than that in th rcipint. Turunn-Rd and Woodland (2004), among othrs, xamin a varity of Partoimproving multilatral nvironmntal rforms whn compnsating intrnational lumpsum transfrs ar assumd or tariff rform is combind with th mission tax rforms. Lastly, Schwinbrgr and Woodland (2006) in a modl of tid aid, cross-bordr pollution and simultanous provision of privat and public pollution abatmnt invstigat cass whr tid forign aid may not b ffctiv in rducing pollution. Th scond strand of th litratur xamins whthr an nvironmntal tax rform provids th doubl-dividnd i.., an improvmnt of th nvironmntal quality and an allviation of th unmploymnt problm (.g., s, Bovnbrg and van dr Plog 1996 and 1998, Hol 1997, Koskla and Schöb 1999). According to this litratur 4 A siabl litratur on intrnational conomic aspcts of cross-bordr pollution is not of dirct rlvanc hr (.g., Ludma and Wooton, 1994, Copland and Taylor 1995, and Copland, 1996). Copland (1994) xamins th wlfar implications of nvironmntal and trad policy rforms in a full mploymnt small opn conomy. 4

5 nvironmntal tax rvnu is usd to cut taxs on labor or othr distortionary taxs. For xampl, Bayindir-Upmann and Raith (2003) argu that in th high tax countris a rvnu-nutral nvironmntal tax rform undr non-comptitiv labor markts yilds a positiv mploymnt ffct whil th nvironmntal dividnd is hardly attainabl. 3. Th Modl W considr a two small opn conomis gnral quilibrium modl, faturing forign aid from a donor dvlopd to a rcipint dvloping country, cross-bordr pollution and unmploymnt in th rcipint country du to th xistnc of a minimum wag. Hron, astrisks indicat all variabls of th donor country. Both countris produc, undr prfctly comptitiv conditions, two goods. For analytical simplicity of th rsults w call, good 1 th numrair xportd commodity and good 2 th nonnumrair importd on. W assum that both conomis ar small in world commodity markts so that th intrnational rlativ pric of good 2, ( p ), is xognous. 5 An analytical implication of this assumption is that both countris can xport and import th sam commoditis vis-à-vis th rst of th world. Morovr, with constant world commodity prics forign aid and cross-bordr pollution constitut th intrnational linkags btwn th two countris. Dtails rgarding this fatur of th modl ar givn latr on in th analysis. Ths goods ar frly tradd in intrnational markts, and svral primary factors ar usd in thir production. Th ndowmnts of ths factors in both countris ar fixd and factor markts ar prfctly comptitiv. Full mploymnt of all factors is nsurd in th dvlopd donor country, whil in th dvloping country involuntary unmploymnt of labor occurs du to th xistnc of a minimum wag ( w ) abov th markt-claring wag lvl. This minimum wag is assumd to b binding throughout th analysis, and thrfor, labor supply ( L) in th rcipint country is infinitly lastic and smallr than th conomy s labor ndowmnt ( L ) at th prvailing 5 Th prsnt modl can dpict, intr alia, th cas of two countris in th Europan Union, an old dvlopd mmbr-country (.g., Grmany, Franc) and a nw post-accssion, lss-dvlopd, country (.g., Slovakia, Cch Rpublic) affctd by cross-bordr pollution, with fr trad btwn thm and constant intrnational commodity prics. In this contxt, it is plausibl to assum that ths countris ar pric takrs in a much biggr world trading systm. From th viwpoint of th chaptr, this simplification (i.., constant trms of trad) facilitats th analysis whos primary objctiv is not to xamin intrnational trad issus. 5

6 wag ( w ). Pollution is gnratd in th rcipint dvloping conomy as a by-product of production and is transmittd to th dvlopd donor country in th form of cross-bordr pollution. All pollution abatmnt is undrtakn in th rcipint country by privat producrs and th public sctor, in a mattr to b xplicitly dfind soon aftr. Th donor country nithr gnrats nor dos it abat pollution. Both countris suffr disutility from local or cross-bordr pollution. W first lay out th gnral quilibrium modl of th rcipint dvloping conomy with unmploymnt and production gnratd pollution and thn th modl of th donor dvlopd country. As notd abov, pollution in th rcipint country is partly abatd by th privat sctor in rspons to an missions tax ( t) imposd by th govrnmnt, and partly by th public sctor. Th lvl of public sctor pollution abatmnt is dnotd by g importd by th country s govrnmnt at a constant world commodity pric ( p ) g, and financd through mission tax rvnu and a fraction of th rcivd aid. Following Nary (1985), in th prsnc of factor pric rigiditis, th production sid of th aid rcipint conomy can b dscribd by th rstrictd rvnu function dfind as: 6 R( pt,, υ, w) = R( pt,, υ, L) wl, (1) whr R( p, t, υ, w) max { px tr wl:( x,, L) ( υ) } = Φ, υ dnots th conomy s vctor of th flxpric factor ndowmnts. Sinc ths ndowmnts ar assumd fixd, vctor υ is omittd from th rst of th analysis. Φ (υ ) is th country s aggrgat tchnology st including both production and pollution abatmnt tchnologis by th privat sctor, 7 and x is th vctor of nt outputs. Th function R( pt,, υ, w) is th incom of th flxibl pric factors and adding to it, th incom of th fix-pric factor labor i.., wl, givs R( pt,, υ, L), th unconstraind rvnu function capturing th conomy s total valu of production (GDP), or total factor incom. From Hottling s Lmma, th partial drivativ of th unconstraind rvnu function with rspct to ( t), i.., 6 For th gnral proprtis of this function and rlatd issus s Nary (1985). Krickmir (2005) also follows th Nary approach in charactriing th supply sid of an conomy with unmploymnt du to a minimum wag. 7 For simplicity w considr only on typ of pollution gnratd in on or mor sctors. 6

7 R ( ptl,, ) dnots th lvl of pollution missions nt of privat abatmnt (s t Copland 1994). Th function R is assumd strictly convx in th mission tax rat, i.., R tt > 0, and whn accounting for changs in mploymnt partial drivativ with rspct to L R = R R R R > 0. Its tt tt tl LL Lt givs th lvl of th minimum wag, i.., R (,, ) L ptl = w. (2) Th abov condition dtrmins th lvl of mploymnt of th fix-pric factor, labor. Th function R is assumd strictly concav in L, i.., R < 0. Taking into account both privat and public sctor pollution abatmnt, th nt mission of pollution is dfind as: = R ( p, t, L) g. (3) t Th following assumptions ar maintaind throughout in ordr to facilitat th analysis: LL (A1): R tl < 0. In viw of (3) this assumption implis that an incras in th lvl of mploymnt raiss outputs and th lvl of production gnratd pollution. (A2): R tp < 0, and whn accounting for changs in mploymnt R = R R R R < 0. tp tp tl LL Lp Accounting for (A1) and (A2) it follows that th importd good, is th polluting commodity 8 and it is labor intnsiv i.., R > 0. Givn th two assumptions, an improvmnt in th trms of trad or a dcras in th minimum wag always causs a trad off btwn unmploymnt and th aggrgat lvl of pollution. On th on hand, a trms of trad improvmnt rducs pollution missions by inducing th polluting sctor to contract, and on th othr hand aggravats unmploymnt. Similarly, a dcras in th minimum wag allviats unmploymnt and incrass pollution missions. Lp R > 0 8 Othrwis if th xportd good is th polluting good thn. tp 7

8 Sinc both conomis ar considrd small in world commodity markts, both can b considrd xportrs or importrs of th sam commodity to or from th rst of th world. Clarly this assumption is not valid in th prsnc of trms of trad ffcts. Hr, w assum that both countris ar importrs of th non-numrair good and thus, an improvmnt in th trms of trad of both th donor and th rcipint countris is statd in th following assumption. (A3): dp < 0 indicats an improvmnt in th trms of trad of both th donor and rcipint countris. As for th public sctor, w assum that th govrnmnt financs th cost of publicly providd pollution abatmnt, i.., trt ( p, t, L), and by allocating a fraction λt of aid (1 λ)t pg g, through th mission tax rvnu, 9 i.., of th aid rcivd. Th rmaining fraction is assumd to b lump-sum distributd to th country s housholds. In th prsnt contxt, w do not rquir for th rcipint country to provid matching funds for th aid rcivd. That is λ 1. Thus, th govrnmnt s budgt constraint is writtn as: p g = tr ( p, t, L) + λt. (4) g t Turning to th dmand sid of th conomy, utility, as prviously notd, is advrsly affctd by locally gnratd nt pollution ( ). Th bhaviour of th houshold sctor is summarid by th xpnditur function pu (,, ) which dnots th minimum xpnditur rquird to achiv a givn lvl of utility p whn th lvl of nt pollution is with rspct to (u ), i.., u u at constant commodity prics. Th partial drivativ of th xpnditur function, dnots th rciprocal of th marginal utility of incom. Sinc pollution advrsly affcts houshold utility, th partial drivativ of th xpnditur 9 Brtt and Kn (2000) rport that in th US it is common for nvironmntal taxs to b armarkd for spcific nvironmntally rlatd public xpnditur,.g., th financing of clan-up activitis or of road construction and of public transport ntworks. Th 2000 OECD rport of th Task Forc for th implmntation of th nvironmntal action programms for th Cntral and Eastrn Europ, rports that th Kaakhstan s Law of Environmntal Protction in 1999, stipulats that... It should b prohibitd to spnd mony from Environmntal Protction Funds for purposs not connctd with nvironmntal protction.... Rvnus for ths nvironmntal funds ar listd to com primarily from pollution chargs, non-complianc fins and intrnational assistanc (aid) for nvironmntal protction. 8

9 function with rspct to, i..,, is positiv and dnots th housholds marginal willingnss to pay for a rduction in pollution (.g., s Chao and Yu, 1999). That is, a highr lvl of nt pollution rquirs a highr lvl of spnding on privat goods to mitigat its dtrimntal ffcts so that a constant lvl of utility is maintaind. Also, > ( < )0 p assuming that goods and clan nvironmnt ar substituts (complmnts) in consumption. 10 Th xpnditur function is assumd strictly convx in, i.., > 0. That is, a highr lvl of nt pollution raiss th housholds marginal willingnss to pay for its rduction. It is also assumd that th numrair good (s Lahiri and Raimondos- Möllr 1998). spnding, i.., = 0 implying that all incom ffcts prtain to u Th budgt constraind of th rprsntativ consumr rquirs that privat pu (,, ) is qual to total factors incom, i.., R( ptw,, ) + wl, plus th fraction of aid lump-sum distributd, i.., (1 λ)t constraint is writtn as:. Thus, th rcipint country s budgt ur (,, p) = R( ptw,, ) + wl+ (1 λ) T. (5) For th donor country w assum that all factors ar fully mployd. Morovr, as prviously notd, w assum that th country nithr gnrats nor dos it abat pollution. Dnoting by θ th rat of cross-bordr pollution from th rcipint country, th wlfar of th donor is advrsly affctd by th rcipint s lvl of pollution i.., = θ. Th donor s xpnditur and th rvnu functions ar thus givn by ( p,, u ) by: and R ( p ) rspctivly. Th country s incom-xpnditur idntity is givn (,, ) = ( ). (6) p u R p T Equations (2), (4), (5) and (6) constitut a systm of four quations in four unknowns, namly uu,, g and L. Th modl contains thr policy instrumnts: th amount T of aid 10 Standard proprtis of th function ar that is th (vctor) of compnsatd dmand functions, and that pp pu (,, ) is non-positiv. p 9

10 for th donor country, and for th rcipint, th missions tax rat t and th fraction λ of aid allocatd to public pollution abatmnt. Th xognous paramtrs ar th trms of trad p and th rcipint country s minimum wag rat w. Following Copland and Taylor (2003, ch. 4), an improvmnt in th trms of trad can b intrprtd as a dcras in trad costs of th icbrg typ, thus rprsnting trad libraliation Appndix A lays out th complt comparativ statics of th rducd form systm. 3.1 Pollution and Wlfar Effcts in th Donor and Rcipint Countris W conclud this sction by xamining how changs in th policy and xognous paramtrs affct th lvl of pollution and wlfar in th two countris. Changs in th lvl of pollution ar givn by diffrntiating quation (3) and using th rsults from Appndix A to obtain: d = Tp g dλ λp g dt + ( t pg) R tt + R t p g dt + ( t pg)r tlr LLp g dw + R p 1 ( t p ) dp (7) tp g g An incras ithr in th amount of aid, i.., dt > 0 or in th fraction of forign aid allocatd to public pollution abatmnt, i.., dλ > 0 unambiguously rducs th lvl of production gnratd pollution in th rcipint country. An incras in th rcipint s mission tax rat i..,t, on on hand, rducs pollution missions by th privat sctor, i.., R t. On th othr hand, this rduction in th lvl of pollution missions rducs th tax bas for th provision of public abatmnt which xacrbats th lvl of pollution. A priori, th ffct of a highr mission tax on th lvl of pollution is ambiguous. Howvr, a highr missions tax rducs th lvl of pollution if th mission tax rat (t ) is lowr than th unit cost of public abatmnt ( p g ). That is, if t p g < 0. A dcras in th rcipint s minimum wag has an ambiguous ffct on th lvl of pollution. On th on hand, th lowr w raiss production in th rcipint country and thus it raiss pollution missions. On th othr hand, highr production implis a largr tax bas, highr mission tax rvnu for financing public abatmnt and thrfor lowr lvl of pollution. A sufficint condition for th lowr w to lowr (rais) th nt pollution lvl in 10

11 th rcipint country is that t p g > 0( < 0). In th cas whr th mission tax rat quals th unit cost of public abatmnt i.., t = p g, thn a chang in minimum wag has no dirct ffct on th lvl of pollution. An xognous improvmnt in trms of trad (i.., dp < 0 ) rducs th pollution lvl in th rcipint country if th mission tax rat is lowr than th unit cost of public abatmnt i.., t p g < 0 and undr (A2). Th lvl of pollution in th rcipint country worsns if t p g < 0 and th country xports th polluting good, i.., of public abatmnt thn a chang in th trms of trad has no dirct ffct on th lvl of pollution. As prviously notd, sinc th donor country nithr gnrats nor it abats pollution, i., R tp > 0. In th cas whr th mission tax rat quals th unit cost = θ, thn, as a rsult of policy inducd or paramtr changs, changs in th lvl of cross-bordr pollution affcting th donor follow dirctly th inducd changs in. Using th rducd form systm of Appndix A w obtain th inducd changs in th lvl of countris wlfar as follows: Δ du = A dt + A dλ + A dt + A dw + A dp, and (8) T λ t w p Δ = p du BT dt Bλ dλ Btdt Bwdw B dp, (9) whr th xprssions and th sign of th cofficints in th abov quations ar givn in Appndix B. Also rcall from Appndix A that Δ ( = p R ) < 0. u u g LL From quations (8) and (9) w conclud th following. An incras in th amount of forign aid to th rcipint unambiguously incrass wlfar in that country, whil it may also incras th wlfar of th donor. Sinc in th rcipint country thr is no aid co-financing, incrasd aid raiss housholds ral incoms and public pollution abatmnt. Both ffcts xrt a positiv impact on th rcipint country s wlfar. Thus, AT in quation (8) is of ngativ sign. On th othr hand, B T in quation (9) has an ambiguous sign. In th absnc of cross-bordr pollution, i.., θ = 0, highr aid to th rcipint country unambiguously rducs th donor country s wlfar. Howvr, in th 11

12 prsnc of cross-bordr pollution, i.., θ > 0 and undr th assumption that part of th aid to th rcipint country is usd for public pollution abatmnt, incrasd aid to that country may rvrs th ngativ dirct ngativ impact on th donor s wlfar. An incras in th fraction of aid allocatd to public pollution abatmnt raiss th rcipint country s wlfar if th housholds marginal willingnss to pay for pollution abatmnt xcds th unit cost of g, that is if > p g. 11 In such a cas w say that thr is social undr-provision of public abatmnt, and A λ in quation (8) is of ngativ sign. On th othr hand, bcaus of cross-bordr pollution, an incras in λ unambiguously raiss th donor country s wlfar, i.., B λ < 0. An incras in th rcipint s mission tax rat, according to th xprssion A t of Appndix B, affcts th country s wlfar through thr channls. First, th trm Δ R p R ( = R ) u LL g t u t dnots a ngativ impact on wlfar capturing a transfr of rsourcs from th privat to th public sctor, and thus a loss in privat ral incoms. Th scon d trm Δ u t pg R [( ) tt + R t ] R LL capturs th wlfar impact of th highr mission tax through its inducd impact on th country s lvl of pollution missio ns, i.., Δ u pg( d/ dt) R LL. If, following th discussion of quation (6), th highr tax lowrs th lvl of pollution, thn through this trm it also xrts a positiv impact on wlfar. Finally, th last trm Δ p wr u g Lt, following Assumption (A1), capturs a ngativ tax inducd mploymnt-ffct on th country s wlfar. That is, assuming that th highr () t rducs th marginal rvnu product of labor (i.., R < 0), which in turn rducs mploymnt and labor incoms and it affcts Lt ngativly th rprsntativ houshold s wlfar in th rcipint country. Exprssion B t shows that th highr mission tax unambiguously improvs th donor s wlfar in that country as long as it rducs pollution missions in th rcipint, i.., du = θ 1 ( d / dt ). Clarly in th absnc of cross-bordr pollution, changs in u t do not affct th donor country s wlfar. A sufficint condition for th lowr 11 Whn > p thn thr is social undr-provision of public abatmnt ( g ). g 12

13 minimum wag to rais th rcipint country s wlfar is that t p g > In this cas, howvr, th lowr w unambiguously incrass th donor country s wlfar. If t p g < 0, thn th lowr w may rduc th rcipint s wlfar, whil it unambiguously rducs th wlfar of th donor. Th xprssion A p in Appndix B givs th wlfar impact of an improvmnt in th trms of trad (i.., dp < 0 ) in th rcipint country. Th first trms capturs th standard wlfar ffct du to a trms trad improvmnt (i.., M ). Th scond trm, du to th xistnc of unmploymnt, indicats that via th is trm, th dcras in p affcts ngativly th rcipint s wlfar by rducing of mploymnt and labor incoms in th country (i.., pwr R > 0 ). Finally, th last 1 g LL Lp trm ( t p ) R is th nvironmntal ffct of th trms of trad improvmnt on th g tp rcipint s wlfar. Following th rlvant discussion of quation (8), this trm xrts a positiv impact on th country s wlfar if t < 0, and undr (A1) and (A2). By p g obsrving xprssion B p of Appndix B, an analogous discussion can b carrid out rgard ing th impact of dp < 0 on th donor s wlfar. 4. Nash Equilibrium Having accountd for th pollution and wlfar quations, w now charactri th non-cooprativ Nash quilibrium valus of th policy instrumnts. That is w dtrmin th lvls of th policy instrumnts, (, tˆ ˆ λ) for th rcipint and ( Tˆ ) for th donor country, rspctivly, assuming that th two countris simultanously maximis thir own wlfar, trating th othr country s policy paramtrs as givn. Th symbol ( ^ ) ovr a policy variabl indicats its Nash quilibrium valu. Th first ordr conditions ar givn by: du Δ = A t = dt 0, (10) 12 Using quation (7) in quation (8) w can writ du > 0 iff ( d / dw ) > 0, which rquirs t p g > 0. du =Δ p [ w R ( d / dw)] dw. Thn u g LL 13

14 Δ du d λ = Δ du dt = A B λ T =, and (11) 0 = 0. (12) Equations (10)-(12) giv th bst-rspons functions and simultanously dtrmin th Nash quilibrium valus of th policy instrumnts in th two countris. Manipulating ths quilibrium conditions, w obtain th following Nash quilibrium conditions: = p, (13) g tˆ = p w ( R R ) R, and (14) 1 g LL tt Lt p g = λθ. (15) Rcogniing that pollution is a public bad and its abatmnt is a public good, Nash quilibrium condition (13) rprsnts th Samulson rul for th optimal provision of public goods in a closd conomy without distortionary taxation. That is, th housholds marginal willingnss to pay for public pollution abatmnt is qual to th marginal cost of producing it. Condition (14) can b viwd as a modifid, in th prsnc of unmploymnt, Pigouvian rul for th optimal provision of public goods. First, in th absnc of unmploymnt, condition (14) combind with condition (13), rducs to th xact Pigouvian rul for optimal public good provision. That is, th housholds marginal willingnss to pay for public abatmnt is qual to th mission tax rat, i.., t = = p. Howvr, as condition (14) indicats, in th prsnc of unmploymnt, this rul is no longr valid. In particular, undr (A1), i.., R < 0, in th prsnt cas w hav that th Lt g Nash quilibrium mission tax rat () tˆ is lowr that th corrsponding Pigouvian rat (i.., t = p g ) in ordr to account for its dtrimntal impact on mploymnt. Givn th xistnc of cross-bordr pollution, and th assumption that a fraction ( λ) of aid to th rcipint country is usd by th lattr country to financ th provision of public abatmnt, th condition (15) can b viwd as a modifid Samulson rul of optimal aid. 14

15 5. Exognous Shocks, Optimal Policy Rspons and Wlfar Effcts Having dscribd th Nash quilibrium of this two-country modl, as givn by \quations (10)-(12), w procd to valuat how th Nash quilibrium valus of th policy instrumnts chang du to changs in xognous variabls. That is, w xamin how dos an improvmnt in th trms of trad, a proxy for trad libraliation or conomic globaliation, 13 or a dcras in th rcipint country s minimum wag (i.., dw < 0 ), a proxy for a labor markt rform, affct th valus of tˆ, ˆ λ and ˆT. W also xamin th wlfar ffcts of ths xognous shocks accounting for th adjustmnts in th two countris Nash valus of thir policy instrumnts. In doing so w xamin thr diffrnt cass: Cas 1: On of th two countris is inactiv. That is, ithr th rcipint country adjusts th Nash valus of its policy instrumnts ( t, λ ), whil th donor dos not adjust th Nash valu of aid. Or, vic-vrsa. Cas 2: Th rcipint country adjusts only th Nash valu of ( λ) and th donor th Nash valu of ( T ). Cas 3: Th rcipint country adjusts only th Nash valu of ( t) and th donor th Nash valu of ( ). T 14 Cas 4: Th rcipint country adjusts th Nash valus of its policy instrumnts ( t, λ ) and th donor th Nash valu of ( T ). In ach of th cass abov, w assum that th initial valus of th policy instrumnts ar at thir Nash lvl. Th rducd form systms and th cofficints of th unknowns for ach of th abov cass ar givn in Appndix C Cas 1: On of th two countris rmains inactiv. 13 Copland and Taylor (2003) considr th notion of an improvmnt in th trms of trad as a notion of trad libraliation. Th sam notion is followd, in a diffrnt contxt by Hatipanayotou t al. (2005). 14 In cass 2 and 3 it is as if assuming that th rcipint country is fr to us th othr instrumnt to achiv slfish intrsts. 15 Hron, for simplicity and tractability of th rsults, w assum that all third ordr drivativs ar ro. Th authors provid upon rqust dtaild calculations of th rsults. 15

16 Considr first th cas whr th rcipint country adjusts th Nash valus of its policy instrumnts ( t, λ ), whil th donor rmains inactiv. Thn, diffrntiating (10) and (11) w obtain: Adt+ A dλ = A dw Adp, and (16) tt tλ tw tp A dt + A dλ = A dw A dp. (17) λt λλ λw λp Th ffct of a dcras in th minimum wag on th rcipint s valus of (, tˆ ˆ λ ) ar summarid in th following Corollary: Corollary 1: A dcras in th rcipint country s minimum wag raiss th country s Nash valu of th missions tax rat and it rducs th Nash valu of th fraction of aid allocatd to public pollution abatmnt. Discussion: Using quations (C.1) w obtain: dtˆ = ( RLLR d ˆ λ tt ) RLt < 0, and = ( TRLLR tt ) RLtRt > 0. (18) dw dw Th lowr minimum wag raiss labor s marginal rvnu product, and thus mploymnt. As a rsult production and production-gnratd pollution missions ris. Consquntly, th Nash valu of th mission tax rat incrass. On th othr hand, th lowr minimum wag rducs th Nash valu of th fraction of aid allocatd to financing th provision of public abatmnt. As prviously notd th lowr minimum wag by incrasing production and pollution missions it raiss th govrnmnt s mission tax rvnu usd for financing public abatmnt. Thus, th Nash fraction ˆλ of forign aid allocatd by th rcipint to financ a givn lvl of public abatmnt falls. Turning to th wlfar ffcts of th dcras in w, accounting for th adjustmnts in ˆλ and ˆt w procd as follows. Using quations (8), (9) and (18), th conditions (14) and (15), and rcalling that all trms ar valuatd at Nash quilibrium,.g., A = = 0, w obtain: t A λ 16

17 du =Δ Aw = u wr tt RLLRtt < 0, and (19) dw du d ˆ λ dtˆ Δ = Bw + Bλ + Bt = 0, (20) dw dw dw whr th right-hand-sid of quation (19) mrgs aftr substituting th optimality conditions (13)-(15) into th xprssion for B λ < 0, and that whn valuatd at Nash quilibrium both A w as givn in Appndix B. Also rcall that B w and B t ar ngativ. Intuitivly, quation (19) can b xplaind as follows. A dcras in th minimum wag rsults in highr mploymnt, outputs, and production gnratd pollution. Sinc th dcras in w unambiguously raiss th rcipint country s wlfar, th inducd positiv mploymnt-output ffct dominats th ngativ ffct du to highr pollution missions. Equation (20) indicats that th lowr w dos not affct th wlfar of th donor country. 16 Th dcras in w incurs a ngativ dirct impact on th donor s wlfar du to highr cross-bordr pollution from th rcipint country. Also, sinc th lowr w ntails a dcras in ˆλ, thus a dcras in public pollution abatmnt, mor cross-bordr pollution rsults in an additional, indirct, ngativ ffct on th donor s wlfar (i.., Δ B ( dλ / dw) > 0). Lastly, th inducd incras in ˆt (i.., dtˆ / dw < 0) ˆ λ implis mor privat pollution abatmnt, thus lss cross-bordr pollution, which xrts a positiv impact on th donor country s wlfar (i.., Δ B ( dt / dw) < 0). Th rsult in ˆ t quation (20) indicats that ths ffcts outwigh ach othr, rsulting to a ro nt ffct of th lowr w on u. Not that, qualitativly, th sam rsult, i.., ( du / dw) = 0, mrgs whn thr is no cross-bordr pollution btwn th two countris. Th ffct of an improvmnt in th trms of trad affcts on Nash valus (, tˆ ˆ λ ) ar summarid in th following Corollary: Corollary 2: Undr (A1) and (A2), an improvmnt in th trms of trad lowrs th Nash valu of th fraction of aid allocatd to public pollution abatmnt if 16 Straightforward calculations using th optimality conditions (13)-(15) and th rlvant xprssions in Appndix B lad to th rsult in quation (20). 17

18 clan nvironmnt and good 2 ar substituts in consumption. Th trms of trad improvmnt lavs unaffctd th Nash valu of th rcipint s missions tax rat () t ˆ. Discussion: Using quations (C.1) w obtain: d ˆ λ = ( T ) ( ) 1 p w pg RLLR tt RLt R tp, and dp dtˆ 0 dp =. (21) Th improvmnt in th trms of trad lads th polluting sctor of th conomy to contract in th rcipint country according to (A2). Th trms of trad improvmnt also rducs th dmand for clan nvironmnt if th lattr and good 2 ar substituts in consumption, i.., > 0. This ffct xrts a ngativ impact on th Nash valu ˆ λ of th p fraction of aid allocatd to public pollution abatmnt, i.., ( T ) R tp p > 0. Morovr, sinc by (A1) and (A2) R Lt < 0 and < 0, rspctivly, thn th scond right-hand-sid trm of ( d ˆ λ / dp) is also positiv. Thrfor, in th prsnt cas, sufficint, but not ncssary, condition for an improvmnt in th trms of trad to rduc th Nash valu of ˆ λ is that good 2 and clan nvironmnt ar substituts in consumption. If any of ths assumptions dos not hold, thn th improvmnt in th trms of trad may rais th Nash valu of ˆ λ. A chang in th trms of trad dos not affct th Nash valu of th rcipint s mission tax rat. 17 An improvmnt in th trms of trad rducs th pollution missions and thus it tnds to rduc th Nash valu of ˆt, whras a dcras in th amount of forign aid that is allocatd to public abatmnt tnds to incras ˆt in a compltly offstting way to th initial incras. Evaluating at th Nash quilibrium th wlfar implications of th trms of trad improvmnt, aftr accounting for th inducd policy adjustmnts, w obtain: 17 Using quations (C.1) and quation (6) aftr som algbra w can writ Ω ˆ 1( dt / dp) = Aλλ Atp + At λ Aλ p = Aλλ Aλ pt pg( / t) Aλλ Aλ pt pg( / t), whr p t = wr R R. g ( / ) ( LL Lt t ) 18

19 du du Δ = Ap = u ( M wrlprll + wrltrllr tt Rtt R tp ), and (22) dp dp du d ˆ λ dt ˆ Δ = + + du = + dp dp dp dp Bp Bλ Bt u ( M θ p ), (23) Undr th Assumptions of th modl quation (22) indicats that th improvmnt in th trms of trad improvs th rcipint country s wlfar if th bnficial impact on wlfar du to lowr pollution missions (i.., th trm wr R R R R < 0 capturs th Lt LL tt tt tp pollution ffct of a dcras in p ), dominats th ngativ mploymnt ffct (i.., R R w> 0 ). 18 In th prsnt contxt of unmploymnt du to a minimum wag, th Lp 1 LL standard bnficial impact (i.., incras in ral incoms) of th improvmnt in th trms 1 of trad on th country s wlfar, i.., M, is waknd du to th xistnc of unmploymnt and is nhancd du to lowr pollution missions. For th donor country, th standard bnficial trms of trad improvmnt ffct, i.., M u u, is augmntd by th additional trm u θ p. Th lattr trm also xrts a positiv impact on th donor s wlfar, du to th improvmnt in th trms of trad, if in th rcipint country th non-numrair good and clan nvironmnt ar complmnts in consumption, i.., p < 0. Now, considr th cas whr it is th donor that adjusts its Nash valu of aid, du to an incras in th rcipint country s minimum wag or du to an improvmnt in th trms of trad, whil th rcipint country rmains inactiv. Th ffcts of a rduction in w and of an improvmnt in th trms of trad on th Nash si of forign aid ar summarid in th following Corollary: Corollary 3: A rduction in th minimum wag unambiguously raiss th Nash si of forign aid. A sufficint, but not ncssary, condition for an improvmnt 18 Th xprssion for A p in quation (22) is obtaind aftr substituting in it (s Appndix B) th optimality conditions (13)-(15). 19

20 in th trms of trad to rduc (may incras) ( Tˆ ) good 2 ar substituts (complmnts) in th donor s consumption. is that clan nvironmnt and Discussion: Diffrntiating th quilibrium condition (12) i.., quations (s Appndix C) w obtain: dtˆ dtˆ = BTT BTw < 0, and dw dp TT Tp B T = 0 and using = B B. (24) Th dcras in minimum wag incrass mploymnt, production and pollution missions in th rcipint country. Givn th Nash valus (, tˆ ˆ λ ), th amount of cross bordr pollution riss, thus inducing th donor to rais th Nash si of forign aid to th rcipint. On th othr hand, an improvmnt in donor s trms of trad incrass ral incoms and dcrass th lvls of cross-bordr pollution. Sinc by (A1) and (A2) rspctivly, R < 0and R < 0, rspctivly, th trms of trad improvmnt inducs th Lt tp donor to rduc th Nash amount of forign aid whn th polluting good and clan nvironmnt ar substituts in consumption (i.., > 0 ). In th absnc of cross-bordr p pollution, ithr xognous shock, i.., dw > 0 or dp < 0, dos not affct th donor s Nash amount of aid. Th wlfar implications of th lowr w, whn th donor country adjusts its Nash quilibrium valu of aid, aftr som algbraic manipulations, ar givn as follows: du dtˆ du Δ = Aw + AT = w( urllr tt) ( Rtt λ RtLR LLRLt) < 0, and (25) dw dw dw du Δ = B ( ) w = θ u pg t RtL >0, (26) dw whr, valuatd at Nash quilibrium A = p wr R > and A w u g tt tt 0 = p R <. Th T u g LL 0 intuition of th rsult in quation (25) follows prvious discussion (.g., s quation (19)) whr by th positiv mploymnt-output ffct of th lowr w dominats th ngativ ffct du to lowr pollution missions, and thus ovrall th lowr minimum wag xrts a positiv impact on th rcipint country s wlfar. Equation (26) indicats 20

21 that, in th prsnc of cross-bordr pollution, th lowr w unambiguously worsns th donor s wlfar. Els, whn θ = 0, thn, also du / dw = 0. Turning to xamin at Nash quilibrium th wlfar implications of th improvmnt in th trms of trad, accounting for th adjustmnts in th two countris Nash valus of policy instrumnts, w obtain: du dp dtˆ A A A A B B dp Δ = p + T = p T TT Tp, and (27) du 1 Δ = Bp = pr u g LL[ M + λ ( t pg) R t p ], (28) dp Equation (27) indicats that, in gnral, th wlfar ffct of an improvmnt in th trms of trad is ambiguous. Th improvmnt in th trms of trad incrass th rcipint country s wlfar if it lads to a ris of th amount of aid rcivd i.., dtˆ 0 dp <, and also, if th bnficial impact from lowr pollution missions outwighs th ngativ impact on wlfar du to aggravation of unmploymnt. Equation (28) shows that undr th assumptions of th modl, an improvmnt in th donor s trms of trad unambiguously improvs its wlfar. Th first right hand trm capturs th standard positiv dirct ffct of an improvmnt in a country s trms of trad. Th scond trm nhancs th prvious positiv impact of th trms of trad du to lowr lvl of cross bordr pollution. Th wlfar implications of dw > 0 and dp < 0 accounting for th inducd adjustmnts in th countris Nash policy ar summarid in th following proposition. Proposition 1: Considr th cas of two small opn conomis with cross-bordr pollution, forign aid, and public pollution abatmnt and unmploymnt in th rcipint country. a. Lt, du to xognous shocks, only th rcipint country adjust th Nash valus of its policy instrumnts, whil th donor dos not, thn: (i) a dcras in th rcipint country s minimum wag raiss its wlfar, and lavs th wlfar of th donor unchangd, 21

22 (ii) an improvmnt in th trms of trad improvs th rcipint s wlfar if th pollution ffct dominats th mploymnt ffct. It improvs th donor s wlfar if good 2 and clan nvironmnt ar complmnts in consumption (sufficint condition) in th rcipint country. b. Lt only th donor country adjust th Nash amount of aid, whil th rcipint dos not adjust th Nash valus of its policy instrumnts, thn: (i) a dcras in th rcipint s minimum wag improvs th country s wlfar and it worsns th wlfar of th donor, (ii) an improvmnt in th trms of trad improvs, undr th assumptions of th modl, th donor s wlfar, and it may worsn th wlfar of th rcipint if good 2 is a substitut to clan nvironmnt in consumption in th donor country Cas 2: Th rcipint country adjusts only th Nash valu of ( λ) and th donor th Nash valu of ( T ). In this cas, diffrntiating (11) and (12) w obtain: A dλ + A dt = A dw A dp, and (29) λλ λt λw λ p BTλ dλ + BTTdT = BTwdw BTpdp, (30) Th ffcts of a rduction in th minimum wag on ( ˆ λ, Tˆ ) ar givn in th following: Corollary 4: A rduction in w unambiguously raiss th Nash si of forign aid, whil it lavs unaffctd its fraction allocatd by th rcipint to public pollution abatmnt. Discussion: Using quations (C.2), th ffct of a dcras in th minimum wag on th Nash valus ( ˆ λ, Tˆ ) ar as follows: 22

23 dtˆ 2 2 = ( λr R ) LL tt RtL w< 0, and dw d ˆ λ = dw Th dcras in minimum wag incrass cross-bordr pollution and thus inducs th donor to rais th Nash si of forign aid. An incras in th amount of forign aid tnds to rduc th fraction of aid allocatd to public abatmnt, whil an incras in th pollution missions du to xpansion of th polluting sctor in th rcipint country incrass ˆλ. Equation (31) suggsts that ths two ffcts cancl ach othr out. Thus, providd that th rcipint country maintains a constant Nash missions tax rat, i.., ˆ 0 dt = (31), whil th donor raiss its Nash quilibrium amount of aid, th rcipint country, at th Nash quilibrium, dos not chang th fraction pollution abatmnt. ( ˆ λ) of aid allocatd to public Th ffct of th lowr w on th two countris wlfar, accounting for th inducd adjustmnts in th Nash quilibrium valus of aid and fraction of aid, ar givn as follows: du dtˆ du Δ = Aw + AT = ( urllr 2 tt) w[ Rtt ( λrll) RtL] < 0, and (32) dw dw dw du du 2 Δ = θ u ( pg t) RtL > 0 = wθ ( u pg ) RLt R tt RtLRLL > 0. (33) dw dw Th positiv ffct of th lowr minimum wag on th rcipint country s wlfar follows th intuition of th rsults in quations (19) and (25). Equation (33) indicats an unambiguous worsning in th donor s wlfar du to th rduction in th rcipint country s minimum wag. An improvmnt in th trms of trad ntails th following ffcts on th Nash valus of λ andt : d ˆ λ = λ( ) ( θ p p ), and (34) dp 19 Using quations (C.1) and (C.2) aftr som algbraic manipulations w can writ d ˆ λ / dw= ( λr R ) wr A B + ( λr R ) wr A B = 0. LL tt tl λt TT LL tt tl λt TT 23

24 dtˆ dp 1 = ( λ ) λt( p θ p ) + ( p + ( t pg) R tp ). (35) Equations (34) and (35) indicat, by us of th optimality condition (15), that in th absnc of cross-bordr pollution, changs in th trms of trad do not affct th Nash valus of th two policy instrumnts. In th prsnc of cross-bordr pollution, howvr, quation (34) indicats that th sign of th ffct of an improvmnt in th trms of trad on th Nash valu of λ dpnds on th rlationship btwn good 2 and clan nvironmnt in th two countris consumption. For xampl, th sufficint and ncssary condition for th improvmnt in th trms of trad to rais ˆλ, i.., d ˆ λ / dp< 0, is that p p > θ assuming that th two ar substituts in consumption, i.., p > 0 and p> 0, and it is p < whn good 2 and clan nvironmnt ar p θ complmnts in consumption. To bttr illustrat ths rsults, th following Lmma considrs a spcial cas of th gnral analysis. Lmma 1: Suppos th two countris hav idntical prfrncs. Thn, a trms of trad improvmnt raiss (lowrs) th Nash valu of λ if good 2 and clan nvironmnt ar substituts (complmnts) in consumption (ncssary and sufficint condition). It rducs (may incras) th Nash si of T if good 2 and clan nvironmnt ar substituts (complmnts) in consumption (sufficint condition). Discussion: Making us of th assumption of idntical prfrncs, Nash quilibrium conditions (13) and (15) bcom = = p, and ths into quations (34) and (35), rspctivly, w obtain: g λθ = 1 rspctivly. Substituting d ˆ λ = dp (1 θ ) λp 1, and (36) 24

25 dtˆ dp = T(1 θ ) p + λ ( p + ( t pg ) R tp ). (37) Thn, Lmma 1 follows straightforwardly. Turning to xamin at Nash quilibrium th wlfar implications of th improvmnt in th trms of trad, accounting for th adjustmnts in th two countris Nash valus of policy instrumnts, and also assuming idntical prfrncs in th two countris, w obtain: Δ du dtˆ Ap AT dp = + dp, du u = M RLLRLpw+ (1 λ λ)( t pg) R tp + T p(1 θ ) + pλ dp (38) du dλ Δ = Bp + Bλ dp dp ˆ du 1 1 u = ( M + λ ( t pg) R tp) (1 p θ ) T. (39) dp Equation (38) indicats that, in gnral, th trms of trad improvmnt on th rcipint s wlfar is ambiguous. Th trms of trad improvmnt incrass wlfar du to th highr volum of imports, and du to th rduction in pollution missions, whil xacrbats unmploymnt problm according to th assumptions of th problm. Th last trm is th impact of th improvd trms of trad on th rcipint s wlfar through th inducd adjustmnts in th Nash amount of forign aid. Through this trm, th improvmnt in th trms of trad xrts a ngativ impact to th rcipint country s wlfar if good 2 and clan nvironmnt ar substituts in consumption. Furthrmor, th improvd trms of trad incras th donor s wlfar if good 2 and clan nvironmnt ar substituts in consumption. Finally, in th absnc of cross-bordr pollution, adjustmnts in th Nash valus of th policy instrumnts λ and T, du to th trms of trad improvmnt, do not affct ithr country s wlfar. Th wlfar implications of dw > 0 and dp < 0 accounting for th inducd adjustmnts in th countris Nash policy ar summarid in th following proposition. 25

26 Proposition 2: Considr th cas of two small opn conomis with cross-bordr pollution, forign aid, and public pollution abatmnt and unmploymnt in th rcipint country. Lt, du to xognous shocks, th rcipint country adjust th Nash valu of th fraction of aid allocatd to public pollution abatmnt, and th donor country adjust th Nash amount of forign aid. Thn: (i) a dcras in th rcipint country s minimum wag incrass its wlfar, and dcrass th wlfar of th donor country, (ii) assuming idntical prfrncs in th two countris, an improvmnt in th trms of trad incrass th donor s wlfar and may rduc th rcipint s wlfar if good 2 and clan nvironmnt ar substituts in consumption (sufficint condition) Cas 3: Th rcipint country adjusts only th Nash valu of () t and th donor th Nash valu of ( T ). In this cas, diffrntiating (10) and (12) w obtain: Adt+ A dλ = A dw Adp, and (40) tt tλ tw tp BTt dt + BTTdT = BTwdw BTp dp. (41) Th following Corollary stats th impact of a rduction in th minimum wag on th Nash valus (, tt ˆ ˆ ). Corollary 5: A rduction in w unambiguously raiss th Nash rat of th rcipint s mission tax and it rducs th Nash si of forign aid. Discussion: Using quations (C.3), th ffct of a dcras in th minimum wag on th Nash valus (, tt ˆ ˆ) ar as follows: 26

27 dtˆ = ( RLLR tt ) RLt < 0, and dw dtˆ = ( λrllr tt ) RLt Rt > 0. (42) dw A rduction in th minimum wag raiss mploymnt, outputs and production gnratd pollution. As a rsult th rcipint country s govrnmnt incrass th Nash valu () tˆ of th mission tax rat. On th othr hand, this incras in () tˆ raiss th rcipint s mission tax rvnu that is usd to financ th provision of public pollution abatmnt. As a rsult, pollution missions and cross-bordr pollution fall rsulting to a rduction in th Nash quilibrium amount of forign aid by th donor. Turning to th wlfar ffcts of th lowr w, accounting for th adjustmnts in th Nash valus of th policy instrumnts w obtain: du dtˆ du Δ = Aw + AT = ( urllr tt) ( wrtt λ RLtRt), and (43) dw dw dw du dtˆ du Δ = Bw + Bt = ( u RLLR tt) RLtRtλ < 0. (44) dw dw dw Th lowr minimum wag ntails an ambiguous ffct, through changs in th lvl of pollution missions, on th rcipint country s lvl of wlfar. On th on hand, as shown by quations (42), th inducd incras in () tˆ rsults in lowr lvls of pollution and this xrts a positiv impact on th country s wlfar. This ffct is capturd by th trm ( R R ) wr of quation (43). At th sam tim, howvr, th lowr w ntails a u LL tt tt xpansionary ffct on mploymnt and output, and thus on pollution missions which affcts th country s wlfar ngativly. This is th ( λ R R ) R R u LL tt Lt t trm of quation (43). Dpnding on th rlativ si of ths two ffcts, th lowr w may dcras or incras th rcipint s wlfar. Obsrving quation (44) w infr that th lowr w ntails a ngativ impact on th donor s wlfar du to th inducd incras in pollution as a rsult of highr mploymnt and production in th rcipint country, i.., Δ > 0, B w and a positiv on du to th inducd dcras in pollution as a rsult of th incras in th rcipint s Nash mission tax rat, i.., Δ B ( dt / dw) < 0. Givn that ˆ t 27

28 ( du / ) dw < 0th lattr ffct outwighs th formr. Thus, in this cas, th rcipint s lowr minimum wag has a bnficial ffct on th donor country s wlfar. An improvmnt in th trms of trad ntails th following ffcts on th Nash valus of λ andt : dtˆ 1 = ( θ p 1 ( g R tt ) ( wrllrlt Rt ) θ p p ), and (45) dp dtˆ dp ( θ ) = ( λθ R ) [ p ( wr R R ) 2 tt g LL Lt t p p + R w R R R R. (46) 1 ( θ tt p ( LL tt ) )] Lt tp Equation (45) indicats that th sign of th ffct of an improvmnt in th trms of trad on th Nash valu of λ dpnds on th rlationship btwn good 2 and clan nvironmnt in th two countris consumption. Following th discussion of quation (34), th sufficint and ncssary condition for th improvmnt in th trms of trad to p p rais ˆt, i.., dtˆ / dp < 0, is that > θ assuming that th two ar substituts in consumption, i.., > 0and >, and it is p p 0 p < whn good 2 and clan p θ nvironmnt ar complmnts in consumption. Equation (46) indicats that in gnral th ffct of th trms of trad improvmnt on th Nash amount of forign aid is ambiguous. Undr th assumptions of th modl, sufficint, but not ncssary, conditions for ˆT to incras as a rsult of th trms of trad improvmnt ar: (i) good 2 and clan nvironmnt to b complmnts in consumption, (ii) numrair good is th country s polluting commodity, i.., p >, and (iii) th p θ discussion of quations (34), (35) and of Lmma 1, Lmma 2 blow stats th rsults of quations (45) and (46) again for th spcial cas whr prfrncs in th two countris ar idntical. R tp > 0. Following th 28

The Open Economy in the Short Run

The Open Economy in the Short Run Economics 442 Mnzi D. Chinn Spring 208 Social Scincs 748 Univrsity of Wisconsin-Madison Th Opn Economy in th Short Run This st of nots outlins th IS-LM modl of th opn conomy. First, it covrs an accounting

More information

Diploma Macro Paper 2

Diploma Macro Paper 2 Diploma Macro Papr 2 Montary Macroconomics Lctur 6 Aggrgat supply and putting AD and AS togthr Mark Hays 1 Exognous: M, G, T, i*, π Goods markt KX and IS (Y, C, I) Mony markt (LM) (i, Y) Labour markt (P,

More information

dr Bartłomiej Rokicki Chair of Macroeconomics and International Trade Theory Faculty of Economic Sciences, University of Warsaw

dr Bartłomiej Rokicki Chair of Macroeconomics and International Trade Theory Faculty of Economic Sciences, University of Warsaw dr Bartłomij Rokicki Chair of Macroconomics and Intrnational Trad Thory Faculty of Economic Scincs, Univrsity of Warsaw dr Bartłomij Rokicki Opn Economy Macroconomics Small opn conomy. Main assumptions

More information

Chapter 13 Aggregate Supply

Chapter 13 Aggregate Supply Chaptr 13 Aggrgat Supply 0 1 Larning Objctivs thr modls of aggrgat supply in which output dpnds positivly on th pric lvl in th short run th short-run tradoff btwn inflation and unmploymnt known as th Phillips

More information

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon.

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon. PART I TRUE/FALSE/UNCERTAIN (5 points ach) 1. Lik xpansionary montary policy, xpansionary fiscal policy rturns output in th mdium run to its natural lvl, and incrass prics. Thrfor, fiscal policy is also

More information

Chapter 14 Aggregate Supply and the Short-run Tradeoff Between Inflation and Unemployment

Chapter 14 Aggregate Supply and the Short-run Tradeoff Between Inflation and Unemployment Chaptr 14 Aggrgat Supply and th Short-run Tradoff Btwn Inflation and Unmploymnt Modifid by Yun Wang Eco 3203 Intrmdiat Macroconomics Florida Intrnational Univrsity Summr 2017 2016 Worth Publishrs, all

More information

The Ramsey Model. Reading: Firms. Households. Behavior of Households and Firms. Romer, Chapter 2-A;

The Ramsey Model. Reading: Firms. Households. Behavior of Households and Firms. Romer, Chapter 2-A; Th Ramsy Modl Rading: Romr, Chaptr 2-A; Dvlopd by Ramsy (1928), latr dvlopd furthr by Cass (1965) and Koopmans (1965). Similar to th Solow modl: labor and knowldg grow at xognous rats. Important diffrnc:

More information

Inflation and Unemployment

Inflation and Unemployment C H A P T E R 13 Aggrgat Supply and th Short-run Tradoff Btwn Inflation and Unmploymnt MACROECONOMICS SIXTH EDITION N. GREGORY MANKIW PowrPoint Slids by Ron Cronovich 2008 Worth Publishrs, all rights rsrvd

More information

Two Products Manufacturer s Production Decisions with Carbon Constraint

Two Products Manufacturer s Production Decisions with Carbon Constraint Managmnt Scinc and Enginring Vol 7 No 3 pp 3-34 DOI:3968/jms9335X374 ISSN 93-34 [Print] ISSN 93-35X [Onlin] wwwcscanadant wwwcscanadaorg Two Products Manufacturr s Production Dcisions with Carbon Constraint

More information

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches. Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M

More information

Supplementary Materials

Supplementary Materials 6 Supplmntary Matrials APPENDIX A PHYSICAL INTERPRETATION OF FUEL-RATE-SPEED FUNCTION A truck running on a road with grad/slop θ positiv if moving up and ngativ if moving down facs thr rsistancs: arodynamic

More information

Exchange rates in the long run (Purchasing Power Parity: PPP)

Exchange rates in the long run (Purchasing Power Parity: PPP) Exchang rats in th long run (Purchasing Powr Parity: PPP) Jan J. Michalk JJ Michalk Th law of on pric: i for a product i; P i = E N/ * P i Or quivalntly: E N/ = P i / P i Ida: Th sam product should hav

More information

A Propagating Wave Packet Group Velocity Dispersion

A Propagating Wave Packet Group Velocity Dispersion Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to

More information

MEASURING ECONOMIC IMPACT OF A DISASTER WITHOUT DOUBLE COUNTING: A THEORETICAL ANALYSIS

MEASURING ECONOMIC IMPACT OF A DISASTER WITHOUT DOUBLE COUNTING: A THEORETICAL ANALYSIS MEASURING ECONOMIC IMPACT OF A DISASTER WITHOUT DOUBLE COUNTING: A THEORETICAL ANALYSIS ABSTRACT : H. Tatano and K. Nakano Profssor, Disastr Prvntion Rsarch Institut, Kyoto Univrsity, Uji. Japan Ph.D Candidat,

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!

More information

Discussion Paper Series

Discussion Paper Series Discussion Papr Sris CDP No 08/07 Illgal igration Enforcmnt and inimum Wag Gil S. Epstin and Odlia Hizlr Cntr for Rsarch and Analysis of igration Dpartmnt of Economics Univrsity Collg ondon Drayton Hous

More information

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let It is impossibl to dsign an IIR transfr function with an xact linar-phas It is always possibl to dsign an FIR transfr function with an xact linar-phas rspons W now dvlop th forms of th linarphas FIR transfr

More information

Market power, Growth and Unemployment

Market power, Growth and Unemployment Markt powr, Growth and Unmploymnt Pitro F Prtto Dpartmnt of Economics, Duk Univrsity Jun 13, 2011 Abstract I prsnt a modl whr firms and workrs st wags abov th markt-claring lvl Unmploymnt is thus gnratd

More information

Intermediate Macroeconomics: New Keynesian Model

Intermediate Macroeconomics: New Keynesian Model Intrmdiat Macroconomics: Nw Kynsian Modl Eric Sims Univrsity of Notr Dam Fall 23 Introduction Among mainstram acadmic conomists and policymakrs, th lading altrnativ to th ral businss cycl thory is th Nw

More information

Higher order derivatives

Higher order derivatives Robrto s Nots on Diffrntial Calculus Chaptr 4: Basic diffrntiation ruls Sction 7 Highr ordr drivativs What you nd to know alrady: Basic diffrntiation ruls. What you can larn hr: How to rpat th procss of

More information

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction Int. J. Opn Problms Compt. Math., Vol., o., Jun 008 A Pry-Prdator Modl with an Altrnativ Food for th Prdator, Harvsting of Both th Spcis and with A Gstation Priod for Intraction K. L. arayan and. CH. P.

More information

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator.

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator. Exam N a m : _ S O L U T I O N P U I D : I n s t r u c t i o n s : It is important that you clarly show your work and mark th final answr clarly, closd book, closd nots, no calculator. T i m : h o u r

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 0 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat th

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 07 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat

More information

Appendices * for. R&D Policies, Endogenous Growth and Scale Effects

Appendices * for. R&D Policies, Endogenous Growth and Scale Effects Appndics * for R&D Policis, Endognous Growth and Scal Effcts by Fuat Snr (Union Collg) Working Papr Fbruary 2007 * Not to b considrd for publication. To b mad availabl on th author s wb sit and also upon

More information

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values Dnamic Macroconomic Thor Prof. Thomas Lux Bifurcation Thor Bifurcation: qualitativ chang in th natur of th solution occurs if a paramtr passs through a critical point bifurcation or branch valu. Local

More information

LINEAR DELAY DIFFERENTIAL EQUATION WITH A POSITIVE AND A NEGATIVE TERM

LINEAR DELAY DIFFERENTIAL EQUATION WITH A POSITIVE AND A NEGATIVE TERM Elctronic Journal of Diffrntial Equations, Vol. 2003(2003), No. 92, pp. 1 6. ISSN: 1072-6691. URL: http://jd.math.swt.du or http://jd.math.unt.du ftp jd.math.swt.du (login: ftp) LINEAR DELAY DIFFERENTIAL

More information

Network Congestion Games

Network Congestion Games Ntwork Congstion Gams Assistant Profssor Tas A&M Univrsity Collg Station, TX TX Dallas Collg Station Austin Houston Bst rout dpnds on othrs Ntwork Congstion Gams Travl tim incrass with congstion Highway

More information

(Upside-Down o Direct Rotation) β - Numbers

(Upside-Down o Direct Rotation) β - Numbers Amrican Journal of Mathmatics and Statistics 014, 4(): 58-64 DOI: 10593/jajms0140400 (Upsid-Down o Dirct Rotation) β - Numbrs Ammar Sddiq Mahmood 1, Shukriyah Sabir Ali,* 1 Dpartmnt of Mathmatics, Collg

More information

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic

More information

Einstein Equations for Tetrad Fields

Einstein Equations for Tetrad Fields Apiron, Vol 13, No, Octobr 006 6 Einstin Equations for Ttrad Filds Ali Rıza ŞAHİN, R T L Istanbul (Turky) Evry mtric tnsor can b xprssd by th innr product of ttrad filds W prov that Einstin quations for

More information

5.80 Small-Molecule Spectroscopy and Dynamics

5.80 Small-Molecule Spectroscopy and Dynamics MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts

More information

Economics 201b Spring 2010 Solutions to Problem Set 3 John Zhu

Economics 201b Spring 2010 Solutions to Problem Set 3 John Zhu Economics 20b Spring 200 Solutions to Problm St 3 John Zhu. Not in th 200 vrsion of Profssor Andrson s ctur 4 Nots, th charactrization of th firm in a Robinson Cruso conomy is that it maximizs profit ovr

More information

Principles of Humidity Dalton s law

Principles of Humidity Dalton s law Principls of Humidity Dalton s law Air is a mixtur of diffrnt gass. Th main gas componnts ar: Gas componnt volum [%] wight [%] Nitrogn N 2 78,03 75,47 Oxygn O 2 20,99 23,20 Argon Ar 0,93 1,28 Carbon dioxid

More information

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):.

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):. Division of Mchanics Lund Univrsity MULTIBODY DYNMICS Examination 7033 Nam (writ in block lttrs):. Id.-numbr: Writtn xamination with fiv tasks. Plas chck that all tasks ar includd. clan copy of th solutions

More information

Search sequence databases 3 10/25/2016

Search sequence databases 3 10/25/2016 Sarch squnc databass 3 10/25/2016 Etrm valu distribution Ø Suppos X is a random variabl with probability dnsity function p(, w sampl a larg numbr S of indpndnt valus of X from this distribution for an

More information

That is, we start with a general matrix: And end with a simpler matrix:

That is, we start with a general matrix: And end with a simpler matrix: DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss

More information

EXST Regression Techniques Page 1

EXST Regression Techniques Page 1 EXST704 - Rgrssion Tchniqus Pag 1 Masurmnt rrors in X W hav assumd that all variation is in Y. Masurmnt rror in this variabl will not ffct th rsults, as long as thy ar uncorrlatd and unbiasd, sinc thy

More information

Environmental Policy and Time Consistency: Emission Taxes and Emissions Trading

Environmental Policy and Time Consistency: Emission Taxes and Emissions Trading Environmntal Policy and Tim Consistncy: Emission Taxs and Emissions Trading Ptr W. Knndy 1 and Bnoît Laplant 2 1 Dpartmnt of Economics, Univrsity of Victoria, Victoria, British Columbia V8W 2Y2, Canada.

More information

Estimation of apparent fraction defective: A mathematical approach

Estimation of apparent fraction defective: A mathematical approach Availabl onlin at www.plagiarsarchlibrary.com Plagia Rsarch Library Advancs in Applid Scinc Rsarch, 011, (): 84-89 ISSN: 0976-8610 CODEN (USA): AASRFC Estimation of apparnt fraction dfctiv: A mathmatical

More information

cycle that does not cross any edges (including its own), then it has at least

cycle that does not cross any edges (including its own), then it has at least W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th

More information

2.3 Matrix Formulation

2.3 Matrix Formulation 23 Matrix Formulation 43 A mor complicatd xampl ariss for a nonlinar systm of diffrntial quations Considr th following xampl Exampl 23 x y + x( x 2 y 2 y x + y( x 2 y 2 (233 Transforming to polar coordinats,

More information

Problem Set 6 Solutions

Problem Set 6 Solutions 6.04/18.06J Mathmatics for Computr Scinc March 15, 005 Srini Dvadas and Eric Lhman Problm St 6 Solutions Du: Monday, March 8 at 9 PM in Room 3-044 Problm 1. Sammy th Shark is a financial srvic providr

More information

Differentiation of Exponential Functions

Differentiation of Exponential Functions Calculus Modul C Diffrntiation of Eponntial Functions Copyright This publication Th Northrn Albrta Institut of Tchnology 007. All Rights Rsrvd. LAST REVISED March, 009 Introduction to Diffrntiation of

More information

r m r m 1 r m 2 y 1 y 2

r m r m 1 r m 2 y 1 y 2 An Explanation (Using th ISLM Modl) of How Volatilit in Expctations About th Profitabilit of Futur Invstmnt Projcts Can Mak Aggrgat Dmand Itslf Volatil. Th ISLM modl is a combination of two conomic modls;

More information

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero.

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero. SETION 6. 57 6. Evaluation of Dfinit Intgrals Exampl 6.6 W hav usd dfinit intgrals to valuat contour intgrals. It may com as a surpris to larn that contour intgrals and rsidus can b usd to valuat crtain

More information

Cramér-Rao Inequality: Let f(x; θ) be a probability density function with continuous parameter

Cramér-Rao Inequality: Let f(x; θ) be a probability density function with continuous parameter WHEN THE CRAMÉR-RAO INEQUALITY PROVIDES NO INFORMATION STEVEN J. MILLER Abstract. W invstigat a on-paramtr family of probability dnsitis (rlatd to th Parto distribution, which dscribs many natural phnomna)

More information

Math 34A. Final Review

Math 34A. Final Review Math A Final Rviw 1) Us th graph of y10 to find approimat valus: a) 50 0. b) y (0.65) solution for part a) first writ an quation: 50 0. now tak th logarithm of both sids: log() log(50 0. ) pand th right

More information

Alpha and beta decay equation practice

Alpha and beta decay equation practice Alpha and bta dcay quation practic Introduction Alpha and bta particls may b rprsntd in quations in svral diffrnt ways. Diffrnt xam boards hav thir own prfrnc. For xampl: Alpha Bta α β alpha bta Dspit

More information

Moral Hazard in Loss Reduction and the State Dependent Utility

Moral Hazard in Loss Reduction and the State Dependent Utility Moral Hazard in Loss Rduction and th Stat Dpndnt Utility Jimin Hong Businss School Soul National Univrsity Gwanak Ro, Gwanak Gu, Soul, 5-96, Kora snpy8@snu.ac.kr S. Hun Sog Businss School Soul National

More information

4 x 4, and. where x is Town Square

4 x 4, and. where x is Town Square Accumulation and Population Dnsity E. A city locatd along a straight highway has a population whos dnsity can b approimatd by th function p 5 4 th distanc from th town squar, masurd in mils, whr 4 4, and

More information

Where k is either given or determined from the data and c is an arbitrary constant.

Where k is either given or determined from the data and c is an arbitrary constant. Exponntial growth and dcay applications W wish to solv an quation that has a drivativ. dy ky k > dx This quation says that th rat of chang of th function is proportional to th function. Th solution is

More information

Quasi-Classical States of the Simple Harmonic Oscillator

Quasi-Classical States of the Simple Harmonic Oscillator Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats

More information

Differential Equations

Differential Equations Prfac Hr ar m onlin nots for m diffrntial quations cours that I tach hr at Lamar Univrsit. Dspit th fact that ths ar m class nots, th should b accssibl to anon wanting to larn how to solv diffrntial quations

More information

First derivative analysis

First derivative analysis Robrto s Nots on Dirntial Calculus Chaptr 8: Graphical analysis Sction First drivativ analysis What you nd to know alrady: How to us drivativs to idntiy th critical valus o a unction and its trm points

More information

Answer Homework 5 PHA5127 Fall 1999 Jeff Stark

Answer Homework 5 PHA5127 Fall 1999 Jeff Stark Answr omwork 5 PA527 Fall 999 Jff Stark A patint is bing tratd with Drug X in a clinical stting. Upon admiion, an IV bolus dos of 000mg was givn which yildd an initial concntration of 5.56 µg/ml. A fw

More information

Construction of asymmetric orthogonal arrays of strength three via a replacement method

Construction of asymmetric orthogonal arrays of strength three via a replacement method isid/ms/26/2 Fbruary, 26 http://www.isid.ac.in/ statmath/indx.php?modul=prprint Construction of asymmtric orthogonal arrays of strngth thr via a rplacmnt mthod Tian-fang Zhang, Qiaoling Dng and Alok Dy

More information

What are those βs anyway? Understanding Design Matrix & Odds ratios

What are those βs anyway? Understanding Design Matrix & Odds ratios Ral paramtr stimat WILD 750 - Wildlif Population Analysis of 6 What ar thos βs anyway? Undrsting Dsign Matrix & Odds ratios Rfrncs Hosmr D.W.. Lmshow. 000. Applid logistic rgrssion. John Wily & ons Inc.

More information

8 Equilibrium Analysis in a Pure Exchange Model

8 Equilibrium Analysis in a Pure Exchange Model 8 Equilibrium Analysis in a Pur Exchang Modl So far w hav only discussd dcision thory. That is, w hav lookd at consumr choic problms on th form s.t. p 1 x 1 + p 2 x 2 m: max u (x 1 ; x 2 ) x 1 ;x 2 Th

More information

Sec 2.3 Modeling with First Order Equations

Sec 2.3 Modeling with First Order Equations Sc.3 Modling with First Ordr Equations Mathmatical modls charactriz physical systms, oftn using diffrntial quations. Modl Construction: Translating physical situation into mathmatical trms. Clarly stat

More information

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012 Th van dr Waals intraction D. E. Sopr 2 Univrsity of Orgon 20 pril 202 Th van dr Waals intraction is discussd in Chaptr 5 of J. J. Sakurai, Modrn Quantum Mchanics. Hr I tak a look at it in a littl mor

More information

+ f. e f. Ch. 8 Inflation, Interest Rates & FX Rates. Purchasing Power Parity. Purchasing Power Parity

+ f. e f. Ch. 8 Inflation, Interest Rates & FX Rates. Purchasing Power Parity. Purchasing Power Parity Ch. 8 Inlation, Intrst Rats & FX Rats Topics Purchasing Powr Parity Intrnational Fishr Ect Purchasing Powr Parity Purchasing Powr Parity (PPP: Th purchasing powr o a consumr will b similar whn purchasing

More information

Oligopoly Equilibria à la Stackelberg. in Pure Exchange Economies

Oligopoly Equilibria à la Stackelberg. in Pure Exchange Economies Oligopoly Equilibria à la Stacklbrg in Pur Excang Economis L.A. JLIEN & F. TRICO EconomiX, nivrsité Paris X-Nantrr Burau K6 00, avnu d la Républiqu 900 Nantrr Cédx Incomplt and prliminary vrsion 5-06-07

More information

ph People Grade Level: basic Duration: minutes Setting: classroom or field site

ph People Grade Level: basic Duration: minutes Setting: classroom or field site ph Popl Adaptd from: Whr Ar th Frogs? in Projct WET: Curriculum & Activity Guid. Bozman: Th Watrcours and th Council for Environmntal Education, 1995. ph Grad Lvl: basic Duration: 10 15 minuts Stting:

More information

The influence of electron trap on photoelectron decay behavior in silver halide

The influence of electron trap on photoelectron decay behavior in silver halide Th influnc of lctron trap on photolctron dcay bhavior in silvr halid Rongjuan Liu, Xiaowi Li 1, Xiaodong Tian, Shaopng Yang and Guangshng Fu Collg of Physics Scinc and Tchnology, Hbi Univrsity, Baoding,

More information

Elements of Statistical Thermodynamics

Elements of Statistical Thermodynamics 24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,

More information

Computing and Communications -- Network Coding

Computing and Communications -- Network Coding 89 90 98 00 Computing and Communications -- Ntwork Coding Dr. Zhiyong Chn Institut of Wirlss Communications Tchnology Shanghai Jiao Tong Univrsity China Lctur 5- Nov. 05 0 Classical Information Thory Sourc

More information

6.1 Integration by Parts and Present Value. Copyright Cengage Learning. All rights reserved.

6.1 Integration by Parts and Present Value. Copyright Cengage Learning. All rights reserved. 6.1 Intgration by Parts and Prsnt Valu Copyright Cngag Larning. All rights rsrvd. Warm-Up: Find f () 1. F() = ln(+1). F() = 3 3. F() =. F() = ln ( 1) 5. F() = 6. F() = - Objctivs, Day #1 Studnts will b

More information

The Equitable Dominating Graph

The Equitable Dominating Graph Intrnational Journal of Enginring Rsarch and Tchnology. ISSN 0974-3154 Volum 8, Numbr 1 (015), pp. 35-4 Intrnational Rsarch Publication Hous http://www.irphous.com Th Equitabl Dominating Graph P.N. Vinay

More information

Homotopy perturbation technique

Homotopy perturbation technique Comput. Mthods Appl. Mch. Engrg. 178 (1999) 257±262 www.lsvir.com/locat/cma Homotopy prturbation tchniqu Ji-Huan H 1 Shanghai Univrsity, Shanghai Institut of Applid Mathmatics and Mchanics, Shanghai 272,

More information

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in Surfac plasmon rsonanc is snsitiv mchanism for obsrving slight changs nar th surfac of a dilctric-mtal intrfac. It is commonl usd toda for discovring th was in which protins intract with thir nvironmnt,

More information

VALUING SURRENDER OPTIONS IN KOREAN INTEREST INDEXED ANNUITIES

VALUING SURRENDER OPTIONS IN KOREAN INTEREST INDEXED ANNUITIES VALUING SURRENDER OPTIONS IN KOREAN INTEREST INDEXED ANNUITIES Changi Kim* * Dr. Changi Kim is Lcturr at Actuarial Studis Faculty of Commrc & Economics Th Univrsity of Nw South Wals Sydny NSW 2052 Australia.

More information

1 Minimum Cut Problem

1 Minimum Cut Problem CS 6 Lctur 6 Min Cut and argr s Algorithm Scribs: Png Hui How (05), Virginia Dat: May 4, 06 Minimum Cut Problm Today, w introduc th minimum cut problm. This problm has many motivations, on of which coms

More information

CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS

CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS Stig Holst ABB Automation Products Swdn Bapuji S Palki ABB Utilitis India This papr rports

More information

SPECIALIZATION, WAGE BARGAINING AND TECHNOLOGY IN A MULTIGOODS GROWTH MODEL a/

SPECIALIZATION, WAGE BARGAINING AND TECHNOLOGY IN A MULTIGOODS GROWTH MODEL a/ SPECIALIZATION, WAGE BARGAINING AND TECHNOLOGY IN A MULTIGOODS GROWTH MODEL a/ Mario Cimoli ECLAC and Univrsity of Vnic Gabril Porcil Fdral Univrsity of Parana and CNPq, Brail Abstract Th papr dvlops th

More information

Income Taxes, Property Values, and Migration

Income Taxes, Property Values, and Migration ömmföäflsäafaäsflassflassflas ffffffffffffffffffffffffffffffffffff Discussion Paprs Incom Taxs, Proprty Valus, and Migration Amihai Glazr Univrsity of California Vsa Kanniainn Univrsity of Hlsinki, CESifo

More information

CS 361 Meeting 12 10/3/18

CS 361 Meeting 12 10/3/18 CS 36 Mting 2 /3/8 Announcmnts. Homwork 4 is du Friday. If Friday is Mountain Day, homwork should b turnd in at my offic or th dpartmnt offic bfor 4. 2. Homwork 5 will b availabl ovr th wknd. 3. Our midtrm

More information

2008 AP Calculus BC Multiple Choice Exam

2008 AP Calculus BC Multiple Choice Exam 008 AP Multipl Choic Eam Nam 008 AP Calculus BC Multipl Choic Eam Sction No Calculator Activ AP Calculus 008 BC Multipl Choic. At tim t 0, a particl moving in th -plan is th acclration vctor of th particl

More information

On the irreducibility of some polynomials in two variables

On the irreducibility of some polynomials in two variables ACTA ARITHMETICA LXXXII.3 (1997) On th irrducibility of som polynomials in two variabls by B. Brindza and Á. Pintér (Dbrcn) To th mmory of Paul Erdős Lt f(x) and g(y ) b polynomials with intgral cofficints

More information

Brief Notes on the Fermi-Dirac and Bose-Einstein Distributions, Bose-Einstein Condensates and Degenerate Fermi Gases Last Update: 28 th December 2008

Brief Notes on the Fermi-Dirac and Bose-Einstein Distributions, Bose-Einstein Condensates and Degenerate Fermi Gases Last Update: 28 th December 2008 Brif ots on th Frmi-Dirac and Bos-Einstin Distributions, Bos-Einstin Condnsats and Dgnrat Frmi Gass Last Updat: 8 th Dcmbr 8 (A)Basics of Statistical Thrmodynamics Th Gibbs Factor A systm is assumd to

More information

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES. 1. Statement of results

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES. 1. Statement of results BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES DONALD M. DAVIS Abstract. If p is a prim and n a positiv intgr, lt ν p (n dnot th xponnt of p in n, and u p (n n/p νp(n th unit part of n. If α

More information

Optimal environmental policies in a heterogeneous product market under research and development competition and cooperation

Optimal environmental policies in a heterogeneous product market under research and development competition and cooperation Optimal nvironmntal poliis in a htrognous produt markt undr rsarh and dvlopmnt omptition and oopration By Olusgun Oladunjoy Univrsity of Gulph, Ontario, Canada Sptmbr 0, 005 Introdution Pollution xtrnality

More information

First order differential equation Linear equation; Method of integrating factors

First order differential equation Linear equation; Method of integrating factors First orr iffrntial quation Linar quation; Mtho of intgrating factors Exampl 1: Rwrit th lft han si as th rivativ of th prouct of y an som function by prouct rul irctly. Solving th first orr iffrntial

More information

u r du = ur+1 r + 1 du = ln u + C u sin u du = cos u + C cos u du = sin u + C sec u tan u du = sec u + C e u du = e u + C

u r du = ur+1 r + 1 du = ln u + C u sin u du = cos u + C cos u du = sin u + C sec u tan u du = sec u + C e u du = e u + C Tchniqus of Intgration c Donald Kridr and Dwight Lahr In this sction w ar going to introduc th first approachs to valuating an indfinit intgral whos intgrand dos not hav an immdiat antidrivativ. W bgin

More information

Function Spaces. a x 3. (Letting x = 1 =)) a(0) + b + c (1) = 0. Row reducing the matrix. b 1. e 4 3. e 9. >: (x = 1 =)) a(0) + b + c (1) = 0

Function Spaces. a x 3. (Letting x = 1 =)) a(0) + b + c (1) = 0. Row reducing the matrix. b 1. e 4 3. e 9. >: (x = 1 =)) a(0) + b + c (1) = 0 unction Spacs Prrquisit: Sction 4.7, Coordinatization n this sction, w apply th tchniqus of Chaptr 4 to vctor spacs whos lmnts ar functions. Th vctor spacs P n and P ar familiar xampls of such spacs. Othr

More information

MATH 319, WEEK 15: The Fundamental Matrix, Non-Homogeneous Systems of Differential Equations

MATH 319, WEEK 15: The Fundamental Matrix, Non-Homogeneous Systems of Differential Equations MATH 39, WEEK 5: Th Fundamntal Matrix, Non-Homognous Systms of Diffrntial Equations Fundamntal Matrics Considr th problm of dtrmining th particular solution for an nsmbl of initial conditions For instanc,

More information

CHAPTER 1. Introductory Concepts Elements of Vector Analysis Newton s Laws Units The basis of Newtonian Mechanics D Alembert s Principle

CHAPTER 1. Introductory Concepts Elements of Vector Analysis Newton s Laws Units The basis of Newtonian Mechanics D Alembert s Principle CHPTER 1 Introductory Concpts Elmnts of Vctor nalysis Nwton s Laws Units Th basis of Nwtonian Mchanics D lmbrt s Principl 1 Scinc of Mchanics: It is concrnd with th motion of matrial bodis. odis hav diffrnt

More information

Background: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals.

Background: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals. Chaptr 7 Th Hydrogn Atom Background: W hav discussd th PIB HO and th nrgy of th RR modl. In this chaptr th H-atom and atomic orbitals. * A singl particl moving undr a cntral forc adoptd from Scott Kirby

More information

Symmetric centrosymmetric matrix vector multiplication

Symmetric centrosymmetric matrix vector multiplication Linar Algbra and its Applications 320 (2000) 193 198 www.lsvir.com/locat/laa Symmtric cntrosymmtric matrix vctor multiplication A. Mlman 1 Dpartmnt of Mathmatics, Univrsity of San Francisco, San Francisco,

More information

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation.

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation. Lur 7 Fourir Transforms and th Wav Euation Ovrviw and Motivation: W first discuss a fw faturs of th Fourir transform (FT), and thn w solv th initial-valu problm for th wav uation using th Fourir transform

More information

2. Laser physics - basics

2. Laser physics - basics . Lasr physics - basics Spontanous and stimulatd procsss Einstin A and B cofficints Rat quation analysis Gain saturation What is a lasr? LASER: Light Amplification by Stimulatd Emission of Radiation "light"

More information

Equilibria in a Capacity-Constrained Di erentiated Duopoly

Equilibria in a Capacity-Constrained Di erentiated Duopoly Equilibria in a Capacity-Constraind Di rntiatd Duopoly Maxim Sinitsyn McGill Univrsity Prliminary and incomplt. Abstract In this papr I analyz th modl of pric-stting duopoly with capacity-constraind rms

More information

u 3 = u 3 (x 1, x 2, x 3 )

u 3 = u 3 (x 1, x 2, x 3 ) Lctur 23: Curvilinar Coordinats (RHB 8.0 It is oftn convnint to work with variabls othr than th Cartsian coordinats x i ( = x, y, z. For xampl in Lctur 5 w mt sphrical polar and cylindrical polar coordinats.

More information

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES DONALD M. DAVIS Abstract. If p is a prim (implicit in notation and n a positiv intgr, lt ν(n dnot th xponnt of p in n, and U(n n/p ν(n, th unit

More information

Introduction - the economics of incomplete information

Introduction - the economics of incomplete information Introdction - th conomics of incomplt information Backgrond: Noclassical thory of labor spply: No nmploymnt, individals ithr mployd or nonparticipants. Altrnativs: Job sarch Workrs hav incomplt info on

More information

From Regressive Pollution Taxes to Progressive Environmental Policies Preliminary version

From Regressive Pollution Taxes to Progressive Environmental Policies Preliminary version From Rgrssiv Pollution Taxs to Progrssiv Environmntal Policis Prliminary vrsion Mirill Chirolu-Assoulin y Paris School of Economics - Univrsity Paris 1 Panthéon-Sorbonn Cntr d Economi d la Sorbonn, 106-112

More information

11/11/2018. Chapter 14 8 th and 9 th edition. Aggregate Supply and the Short-run Tradeoff Between Inflation and Unemployment.

11/11/2018. Chapter 14 8 th and 9 th edition. Aggregate Supply and the Short-run Tradeoff Between Inflation and Unemployment. Chaptr 14 8 th and 9 th dition Aggrgat Supply and th Short-run Tradoff Btwn Inflation and Unmploymnt W covr modls of aggrgat supply in which output dpnds positivly on th pric lvl in th short run. th short-run

More information

u x v x dx u x v x v x u x dx d u x v x u x v x dx u x v x dx Integration by Parts Formula

u x v x dx u x v x v x u x dx d u x v x u x v x dx u x v x dx Integration by Parts Formula 7. Intgration by Parts Each drivativ formula givs ris to a corrsponding intgral formula, as w v sn many tims. Th drivativ product rul yilds a vry usful intgration tchniqu calld intgration by parts. Starting

More information

Inheritance Gains in Notional Defined Contributions Accounts (NDCs)

Inheritance Gains in Notional Defined Contributions Accounts (NDCs) Company LOGO Actuarial Tachrs and Rsarchrs Confrnc Oxford 14-15 th July 211 Inhritanc Gains in Notional Dfind Contributions Accounts (NDCs) by Motivation of this papr In Financial Dfind Contribution (FDC)

More information