Industry export competitiveness and optimal quantitative strategies for international emissions trading

Size: px
Start display at page:

Download "Industry export competitiveness and optimal quantitative strategies for international emissions trading"

Transcription

1 Envronmental Economcs, Volume 5, Issue 4, 04 Tsung-Chen Lee (Tawan) Industry export compettveness and optmal quanttatve strateges for nternatonal emssons tradng Abstract Ths paper analyzes how quanttatve strateges for nternatonal emssons tradng (IET) could be used as an nstrument to reduce countres complance costs and enhance export compettveness. Usng the cost-effectve IET as a benchmark, the author shows that a green quanttatve strategy of encouragng domestc abatement s optmal for permt-buyng countres wth relatvely hgh demand for permts. In contrast, a brown quanttatve strategy that dscourages domestc abatement s optmal for permt-sellng countres and permt-buyng countres wth relatvely low demand. Fnally, the country frst settng quanttatve strategy on IET could enjoy the frst-mover advantage of reducng complance costs and enhancng export compettveness. Keywords: export compettveness, nternatonal emssons tradng, quanttatve strategy, cost-shftng strategy, strategc envronmental polcy. JEL Classfcaton: Q54, Q58. Introducton Internatonal emssons tradng (hereafter IET) proposed n the Kyoto Protocol adds a new dmenson to the practce of emssons tradng scheme (ETS), whch s an economc nstrument to reduce pollutants n a cost effectve manner. In the lterature, there are several studes showng the cost effectveness of ETS at natonal level (e.g., Chchlnsky and Heal, 995) and nternatonal level (e.g., Evans, 003; Crqu et al., 999; Kanuma et al., 999; Weyant, 999). The extended practce of ETS to the nternatonal level sgnfes that countres nteracton n the nternatonal market could arse from, n addton to the competton n the commodty export market, the permt tradng n the IET. Under the crcumstance, countres permt tradng behavor drectly affects the supply or demand condton and hence the equlbrum permt prce as well as complance costs, and ndrectly nfluences countres producton decson, export compettveness, and socal welfare. Even though volatng the cost effectveness of IET, self-nterested countres may have ncentve to trade permt strategcally because through whch they can transfer part of ther complance costs to others. Ths cost-shftng polcy, orgnatng from the dea of the lterature on strategc trade polcy (STP), s frst proposed by Lee et al. (03), who explore the extent to whch the concept of STP can be appled n IET. Concernng the mplcaton on export compettveness, the cost-shftng strateges n IET could be also thought of as a strategc envronmental polcy, Tsung-Chen Lee, 04. The lterature on STP usually focuses on government s trade polcy whch could affect frms nteractons n an nternatonal olgopolstc market. The central dea s the strategc proft-shftng polcy. Early contrbutors n ths feld nclude, among others, Brander and Spencer (98, 985), Spencer and Brander (983), Dxt (984), Brander (986), Eaton and Grossman (986), and etc. Acknowledgements: Ths work s supported by the Mnstry of Scence and Technology of Tawan (Project o.: SC H ). 4 whch s wdely dscussed n the lterature on trade and the envronment (e.g., Dean, 99; Conrad, 993; OECD, 993; Barrett, 994; Beghn et al., 994; Jaffe et al., 995; Thompson and Strohm, 996; Ulph, 996; Jayadevappa and Chhatre, 000). Gven the restrcton on the use of trade nstruments under free trade agreements such as World Trade Organzaton (WTO), strategc envronmental polcy appears as a feasble substtute to extract foregners rent. Up to now, none of the studes have yet attempted to analyze the compettve mplcatons of quanttatve strateges n IET as a strategc envronmental polcy. Ths ssue s mportant gven the common concern for compettveness n the desgn of clmate polcy and the megatrends n the wave of trade lberalzaton worldwde, hence stmulates our motvaton to explore how strategc tradng n IET could be used as a strategc envronmental nstrument to reduce countres complance costs and enhance export compettveness. Strategc tradng n IET s plausble n the real world for at least two reasons. Frst, based on Artcle 7 of the Kyoto Protocol, IET shall be supplemental to domestc actons for the purpose of meetng quantfed emsson lmtaton and reducton commtments. However, ths supplementarty prncple does not provde a clear defnton regardng the ndvdual countres transacton levels. As a consequence, dfferng nterpretaton on what extent the IET should be used arses (Zhang, 00). One nterpretaton ndcates that the domestc actons should be the man means of meetng the countres abatement commtments, so that IET should be an addton to domestc actons. The other nterpretaton states that IET wll be supplemental to whatever domestc actons are taken, and one country could use IET to meet ts abatement commtments as much as t wshes. In other words, countres can freely choose the tradng amount n IET to maxmze ther nd-

2 Envronmental Economcs, Volume 5, Issue 4, 04 vdual nterests. Second, n the IET system, there s no supranatonal authorty wth the power to determne the transacton levels and/or to prevent ndvdual governments to set strategc tradng behavor. The strategc tradng behavor n IET s also vald under the framework of WTO, because no assocated measurng crteron s specfed. Specfcally, ths paper ams at examnng the lnk between export compettveness and the strategc tradng n IET wth bndng exogenous target level of carbon emssons. We develop a two-stage sequental game wth complete nformaton to analyze the optmal quanttatve strateges. Countres are assumed to be Cournot compettors n the nternatonal commodty market wth free trade (e.g., Brander and Spencer, 985) and prce-takers n the ETS. Parallel to the lterature on Porter hypothess (e.g., Greaker, 003), we defne a green (brown) strategy as the one such that margnal cost of own abatement exceeds (falls short of) the nternatonal permt prce. The optmal quanttatve strateges and mplcatons on export compettveness are then explored under a second-best scenaro gven that the regulaton on commodty trade s not allowed. We show that the second-best quanttatve strateges n IET depend on two effects, consstng of the drect effect on emssons tradng and the ndrect (spllover) effects on commodty export. Combnng these two effects, a green strategy of promotng domestc abatement best serves the nterest of a country s export ndustry when the ndustry has relatvely hgh demand for permts. In contrast, a brown strategy of dscouragng domestc abatement s optmal for permt-sellng countres and permt-buyng countres wth relatvely low demand. We also demonstrate that, n the case of unlateral regulaton, the country adoptng strategc tradng behavor wll be better-off. In sum, our result partally parallels what s found n the Porter hypothess, ndcatng that countres wth relatvely hgh demand of permts, such as the European Unon, would set strngent regulaton n an IET system and come out n favor of a greener domestc abatement polcy. The remander of ths paper s organzed as follows. Secton ntroduces the basc settngs of the model. The equlbra wthout and wth quanttatve strateges are derved n Sectons and 3, respectvely. The mplcatons on export compettveness are drawn n Secton 4. Fnally, the concludng remark s summarzed n the fnal Secton.. The basc settngs Assume a two-sector economy, wth a numerare sector and a homogeneous olgopoly sector. Consder a partal equlbrum model of the olgopoly sector. There are ( ) Annex- countres, ndexed by,. The output level of country s denoted as q > 0. All outputs n these countres are exported to a non Annex- regon wth the nverse demand p Q, where Q q s the aggregate output level. The producton generates carbon emssons, and the emssons are proportonal to output levels. Let θ > 0 be the output-based emsson factor (carbon emssons per unt of output) of country. Country s gross emsson level s thus θ q. Among the countres, there s an nternatonal agreement whch sets legally bndng restrctons on ndvdual countres carbon emssons, and allows these countres to comply wth ther respectve caps by own abatement or permts tradng n an IET market. The emsson cap assgned to country s w. Country could comply wth w through makng better use of technologes such as mprovement of energy effcency, carbon capture and storage, etc. Let e be the actual emsson level of country, where 0 e θq. Country s own abatement level equals ( θq e) and the assocated abatement costs α C ( q, e) ( θ q e) are strctly convex, where α > 0 s a technologcal parameter and ncreasng wth fallng abatement effcency. In the IET market, the non Annex- regon plays no role because t has no oblgaton of carbon reductons. As for the Annex- countres, there s no specfc restrcton on ther tradng n the nternatonal agreement, so they can strategcally choose the amount of permts tradng. Denote country s tradng amount as t, where t e w; t > 0 means the amount that country purchases from the IET market, and t < 0 sgnfes the amount that country sells to the IET market. Based on the above settng, country s socal welfare S equals the revenue of commodty sales mnus the cost of complyng wth emsson cap w, and the latter s composed of own abatement cost and permt tradng expendture or revenue. That s, α Sqe (, ) ( ) ( ),,,, pq θ q e re w + () The emsson caps n an nternatonal agreement (e.g., Kyoto Protocol) are assgned for free. In practce, the allocaton can be determned based on hstorc emssons (grandfatherng), outputs, abatement performance, etc. In ths paper, we assume that there s already an agreed allocaton, and how ths allocaton s determned s beyond the scope of ths paper. 5

3 Envronmental Economcs, Volume 5, Issue 4, 04 where r > 0 s the permt prce, and r( e w) > ( < )0 represents country s permt tradng expendture (revenue). In the followng sectons, we respectvely solve the equlbra wthout and wth quanttatve strateges n the IET market. The compettveness mplcatons are then drawn by comparng the two equlbra.. Equlbrum wthout quanttatve strateges In the absence of quanttatve strateges, each country chooses optmal output level q ˆ and emsson level e ˆ to maxmze ts socal welfare, as denoted n (). The assocated frst-order condtons for an nteror soluton are: p qˆ [ α ( θqˆ eˆ )] θ, () and α θqˆ eˆ r,,,. (3) ( ) Equaton () states that country wll adjust ts output level untl margnal revenue of commodty sales equals margnal cost of producton (.e., margnal abatement cost assocated wth producng one more unt of commodty). Equaton (3) ndcates thatcountry s optmal emsson level s determned at the condton under whch margnal abatement cost equals permt prce. Ths condton s generally referred to as the cost-effectve condton of IET because all tradng countres have the same margnal abatement cost and the sum of countres complance costs s mnmzed. The equlbrum aggregate output ˆQ and equlbrum output prce ˆp are derved usng equatons ()-(3) and the nverse demand functon p Q, and are shown as follows: ˆ Θr Q and + where Θ θ. + Θr pˆ, + (4) Country s output level s qˆ ˆ p θr by ()-(4). Substtutng qˆ ˆ p θr (4) nto (3) yelds country s demand for permts: Θ ˆ + r r e θ θr,,,. (5) + α Assume that the permt demand functon s downward slopng,.e., < 0. Thus the followng as- eˆ r sumpton s made. Θ Assumpton A: μ θ θ + > 0. + α Usng (5) and the market-clearng condton of IETe w, we derve the equlbrum permt prce as follows: ˆ θ r Γ w, + (6) where Γ μ > 0 gven Assumpton A. In order to have a postve equlbrum permt prce, we further make the followng assumpton. Assumpton A: θ w > 0. + At the equlbrum wthout quanttatve strateges, the IET market operates n the cost effectve way that mnmzes the sum of countres complance costs for a gven aggregate abatement target. Ths equlbrum wll be used as the benchmark case for nvestgatng the compettveness mplcatons of quanttatve strateges n the followng sectons. 3. Optmal quanttatve strateges n IET Ths secton develops a non-cooperatve game to analyze ndvdual countres optmal quanttatve strateges n IET. Strategc tradng behavor n IET ntroduces shadow tarff (or subsdy) on emssons tradng whch would alter countres demand for permts and market equlbrum. Countres recognze the ensung mpacts of strategc tradng and take them nto consderaton n determnng ther optmal tradng amounts. Accordngly, each country faces a two-stage optmzaton problem wth an objectve of maxmzng socal welfare. In the frst stage, countres smultaneously choose ther respectve optmal quanttatve strateges for IET, and, n the second stage, gven the strategc tradng amounts and the assocated shadow tarff (or subsdy), they select ther respectve optmal outputs and emssons. Then the equlbrum output prce and permt prce are respectvely determned based on the nverse demand functon for output and marketclearng condton of the IET. To solve the subgame perfect equlbrum (hereafter SPE) of the game, we work backwards, startng from the second stage. In ths stage, gven the quan- The sequence of the game reflects the plausble stuaton n whch quanttatve strateges are made at the government levels, and the decsons for outputs and emssons are made at the frm levels. 6

4 Envronmental Economcs, Volume 5, Issue 4, 04 ttatve strategy t, country chooses optmal output q and emsson e to maxmze ts socal welfare α max S ( q, e ) [ ( ) ( )], ( q, e) pq θ q e r e w + (7) s.t. t e w,,,. (8) The Lagrange functon for the above problem s α L ( q, e, λ) pq ( θq e ) + r( e w ) + (9) λ t ( e w), [ ] where λ s the Lagrange multpler, whch measures the effect of a small change n quanttatve strategy t on country s socal welfare, and s referred to as the shadow tarff (or subsdy) of t. The assocated frst-order condtons for an nteror soluton are: p q [ α ( θ q e )] θ, (0) and ( ) α θq e r+ λ,,,. () Based on (), the shadow tarff (or subsdy) of quanttatve strategy t can be expressed as λ α( θq e ) r, whch s the dfference between domestc margnal abatement cost and permt prce. In the case of λ > 0, domestc abatement cost s greater than permt prce, mplyng a shadow tarff mposed on the permt purchase or a shadow subsdy dstrbuted to the permt sale. As a consequence, domestc abatement level ncreases. In contrast, λ < 0 means a shadow subsdy s dstrbuted to the permt purchase or a shadow tarff s mposed on permt sale, consequently decreasng domestc abatement amount. Based on the above and the lterature on Porter hypothess (e.g., Greaker, 003), the followng defnton s provded. Defnton D. A green (brown) tradng strategy s defned as the quanttatve strategy for IET such that domestc margnal abatement cost exceeds (falls short of) the nternatonal permt prce, and s a strategy of encouragng (dscouragng) domestc abatement. The equlbrum aggregate output Q and permt prce p are gven by Θr θλ Q and p + + Θr + θλ + () Country s optmal output level s q p θ( r+ λ),,, by (0)-(). Substtutng ths equaton of q and () nto () yelds country s demand for permts: + Θr + θλ j j j r + λ e θ θ( r+ λ), + α (3) whch s also downward slopng gven assumpton e A,.e., μ < 0. The assocated equlbrum r permt prce s: r rˆ kλ, (4) where k Γμ, k, and 0 < k <. So far we have obtaned the relatonshps lnkng varables p, q, e and r to the shadow tarff (or subsdy) λ. Substtutng (4) and e t + w nto (3), we can derve the optmal λ, whch s a functon of tradng amounts (t, t ),.e., λ λ λ ( t, t ). Assume that < 0 (.e., a hgher t means a larger purchase or a lower sale of allowances, and sgnfes a browner strategy). Usng ths assumpton and equatons (0)-(4), we derve the followng results: e > 0, (5) r q > 0, > 0, and q j j < 0, (6),,. (7) Proofs of (5)-(7) are n Appendx. Equatons (5) and (6) state that f country adopts a browner strategy (hgher t ), ts optmal emsson level and excess demand for permts wll ncrease. Thus the equlbrum permt prce ncreases, too. Equaton (7) means that the country choosng a browner strategy can ncrease ts output level, and, other thngs beng equal, the aggregate output of ts rvals decreases. 7

5 Envronmental Economcs, Volume 5, Issue 4, 04 ext, turn to the frst stage of the game. Gven ( q, e ), p, and r, country chooses t to maxmze ts socal welfare. Gven the assumpton of λ < 0, the optmal condton for shadow tarff (subsdy) can be expressed as follows: λ Φ( e w ) +Ω q,,,, (8) r / t where Φ 0 > and e / qj / j Ω < 0 accordng to (5)-(7). e / ( ) The optmal shadow tarff (subsdy) n (8) s a second-best strategy, and t s composed of two parts, consstng of a drect effect on emssons trad- Φ e w and an ndrect effect on commod- ng ( ) ty exports Ω q. Gven Φ > 0, the drect effect on emsson tradng Φ e w s postve (negatve) f and only f e ( ) > ( < ) w. Therefore, when consderng only the drect effect, a green strategy s optmal for permtbuyng countres whle a brown strategy s optmal for permt-sellng countres. The explanaton s provded as follows. In a perfectly compettve IET market wthout quanttatve strateges, margnal abatement cost equals permt prce by (3). Consderng the ensung mpacts on permt prce, ndvdual countres would have ncentve to adopt quanttatve strateges such that the allowance prce alters toward ther respectve desred drecton. By dong so, they could transfer part of ther respectve complance cost to others,.e., referred to as the cost-shftng polces. Settng a green strategy s optmal for permt-buyng countres because t decreases the excess demand for permts and hence the equlbrum permt prces. In contrast, t s optmal for permtsellng countres to select a brown polcy to decrease ther domestc abatement and excess supply of permts, and ths wll lead to a hgher permt prce. The above result s consstent wth Lee et al. (03), who suggest that dscouragng permt trade (wth a tax on permt tradng) s optmal for prce-takng countres as far as cost-shftng s concerned. On the other hand, the ndrect effect on commodty exports Ω q measures the spllover mpact of the quanttatve strategy t on commodty export. Ths effect s always negatve, mplyng that a brown strategy s optmal f only the ndrect effect s consdered. Ths result s consstent wth the common percepton n the lterature on trade and the envronment whch suggests that strct envronmental regulaton mght shft the margnal cost upward and hence lowers profts and compettveness. The above results are summarzed as follows. Proposton. The optmal permt-tradng strategy hnges on two effects, consstng of the drect prce effect on permt tradng and ndrect (spllover) effects on commodty export. If only the drect prce effects are consdered, the permt-sellng countres should choose a brown strategy whle the permtbuyng countres should select a green strategy. In contrast, when consderng only the ndrect effect on commodty export, all countres should choose brown strategy. Based on the above, the drect and ndrect effects are both negatve for permt-sellng countres, hence λ < 0 (or equvalently, a brown polcy) s optmal for these countres. In contrast, the optmal polces for permt-buyng countres depend on the relatve magntude of the postve drect effect to the negatve ndrect effect. If the postve drect (negatve ndrect) effect domnates, a green (brown) strategy s optmal. In order to draw more ntutve nsghts regardng the optmal polcy of a permt-buyng country, equaton (8) s rewrtten as follows: λ > > 0 f and only f I I, < < for country wth ( e w) ( e w) > 0, (9) where I > 0 s the permt-buyng ntensty (.e., the rato of permt purchase to the gross θq Ω emsson), and I > 0. Based on (9), the θφ followng defnton s provded. Defnton D. A permt-buyng country has relatvely hgh (low) demand for permts f and only f I > ( < ) I. Gven defntons D-D and equaton (9), permtbuyng countres wth relatvely hgh demand for permts should adopt a green strategy, whle those wth relatvely low demand for permts should choose a brown strategy. The above results are summarzed as follows. 8

6 Envronmental Economcs, Volume 5, Issue 4, 04 Proposton. A brown strategy s optmal for permtsellng countres and permt-buyng countres wth relatvely low demand for emsson permts. In contrast, a green strategy s optmal for permt-buyng countres wth relatvely hgh demand for emsson permts. 4. Implcatons on export compettveness Ths secton s concerned wth the compettveness mplcatons of quanttatve strateges for IET. The emphass s on whether and how the quanttatve strateges affect the countres socal welfare. Frst, compare the equlbra n the prevous two sectons. Based on equatons (3) and (), countres quanttatve strateges would volate the cost-effectveness of ETS. Equaton (4) ndcates that the aggregate mpact of quanttatve strateges on the equlbrum permt prce s ambguous because countres mght adopt green or brown strateges. Accordngly, ndvdual countres optmal permt tradng amounts and domestc abatement levels could be hgher or lower at the equlbrum wth quanttatve strateges, as compared to the benchmark case (.e., the costeffectve equlbrum). Thus ndvdual countres may or may not beneft from strategc tradng n the case of multlateral quanttatve strateges. Ths result and mplcaton are summarzed as follows. Proposton 3. Countres quanttatve strateges would volate the cost-effectveness of IET. Countres may or may not gan from adoptng quanttatve strateges n the case of multlateral quanttatve strateges. In the lterature and n practce, strategc costshftng tradng behavor n IET s wdely neglected. Therefore, our next focus s on a plausble crcumstance of unlateral quanttatve strategy (.e., a crcumstance where only one country has the far-seeng ntellgence to act strategcally n the IET, whle others behave based on the cost-effectve condton n equaton (3), as suggested by the general lterature). Wthout loss of generalty, assume that country sets quanttatve strategy whle other countres do not. The assocated equlbrum s provded as follows. Corollary. The equlbrum of unlateral quanttatve strategy s gven by: % λ Φ e % w + Ω q % ; ( ) Q% Θr% θ % λ + Θr% +θ % λ and p% ; + + ( r λ ) q% p% θ % + % and q% p% θr% for, ; r% + % λ r% α e% θ p% θ( r% + % λ) and e% θ[ p% θr% ] α for, ; and r% rˆ k % λ. Compared to the equlbrum wthout quanttatve strateges n Secton, country s socal welfare s hgher at the equlbrum of unlateral quanttatve ~ strategy,.e., S ˆ > S, and the proof s n Appendx. In other words, the country takes the frst step to set the unlateral quanttatve strategy can enjoy the frst-mover advantage of makng the prce toward ts desred drecton and shftng ts complance costs to others. As a result, the country s producton cost s lower and ts exports become more compettve. Ths result s summarzed as follows. Proposton 4. The country wth far-seeng ntellgence of actng strategcally n IET would enjoy the frst-mover advantage of enhancng export compettveness. Concluson Ths paper nvestgates the optmal quanttatve strateges on the IET market and the assocated compettveness mplcatons. We show that the optmal permt tradng strategy depends on two effects, consstng of the drect effect on emssons tradng and the ndrect (spllover) effects on commodty export. The drect effect captures the mpact of strategc tradng on permt prce. Allowancebuyng countres can select a green strategy to reduce the excess demand and lower the permt prce, whle allowance-sellng countres can choose a brown strategy to reduce the excess supply and enhance the permt prce. On the other hand, when consderng only the ndrect effect on commodty export, all countres should choose a brown strategy. Combnng the drect and ndrect effects, we show that a brown strategy s optmal for permt-sellng countres and permt-buyng countres wth relatvely low demand for permts, whle those wth relatvely hgh demand should adopt a green strategy. Fnally, the country takng the lead n settng quanttatve strategy n IET wll enjoy the frst-mover advantage of reducng complance costs and enhancng compettveness. Ths paper presumes a perfectly compettve ETS, whch can be relaxed n the future. In other words, one can assume that some countres have market power, and explore how market structures affect the results. On the other hand, an emprcal estmaton of the mpacts of quanttatve strateges on the export compettveness deserves future research attenton. In partcular, relable estmates on countres abatement costs and comprehensve smulatons could make such an analyss applcable to practcal polcy desgn. 9

7 Envronmental Economcs, Volume 5, Issue 4, 04 References. Barrett, S. (994). Strategc Envronmental Polcy and Internatonal Trade, Journal of Publc Economcs, 54, pp Brander, J. (986). Ratonales for Strategc Trade and Industral Polcy, In: Krugman P. (eds.) Strategc Trade Polcy and the ew Internatonal Economcs, MIT Press, Cambrdge, pp Brander, J. and B. Spencer (98). Tax and the Extracton of Foregn Monopoly Rent under Potental Entry, Canadan Journal of Economcs, 4, pp Brander, J. and B. Spencer (985). Export Subsdes and Internatonal Market Share Rvalry, Journal of Internatonal Economcs, 8, pp Beghn, J., D. Roland-Holst and D. van der Mensbrugghe (994). A Survey of the Trade and Envronment exus: Global Dmensons, OECD Economc Studes, 3, pp Chchlnsky, G. and Heal, G. (995). Markets for Tradable CO Emsson Quotas: Prncples and Practce, OECD Workng Papers. Pars: Organzaton for Economc Co-operaton and Development. 7. Conrad, K. (993), Taxes and Subsdes for Polluton-Intensve Industres, Journal of Envronmental Economcs and Management, 5, pp Crqu,P., S. Mma and L. Vguer (999), Margnal Abatement Costs of CO Emsson Reductons, Geographcal Flexblty and Concrete Celngs: An Assessment Usng the POLES Model, Energy Polcy, 7, pp Dean, J.M. (99). Trade and the Envronment: A Survey of the Lterature, Workng Papers Polcy Research: Background Paper for the World Development Report. Washngton, D.C.: Word Bank. 0. Dxt, A. (984). Internatonal Trade Polcy for Olgopolstc Industres, The Economc Journal, 94 (supplement), pp Eaton, J. and G. Grossman (986). Optmal Trade and Industral Polcy under Olgopoly, Quarterly Journal of Economcs, 0 (), pp Evans, M. (003). Emssons Tradng n Transton Economes: The Lnk between Internatonal and Domestc Polcy, Energy Polcy, 3, pp Greaker, M. (003). Strategc Envronmental Polcy; Eco-Dumpng or a Green Strategy? Journal of Envronmental Economcs and Management, 45, pp Jaffe, B.A., S.R. Peterson, P.R. Portney and R.. Stavns (995). Envronmental Regulaton and the Compettveness of US Manufacturng: What Does the Evdence Tell Us? Journal of Economc Lterature, 33 (), pp Jayadevappa, R. and S. Chhatre (000). Internatonal Trade and Envronmental Qualty: A Survey, Ecologcal Economcs, 3, pp Kanuma, M., Y. Matsuoka and T. Morta (999). Analyss of Post-Kyoto Scenaros: The Asan-Pacfc Integrated Model, The Energy Journal, Specal Issue on the Cost of the Kyoto Protocol: A Mult-Model Evaluaton, pp Lee, T.C., H.C. Chen and S.M. Lu (03). Optmal Strategc Regulatons n Internatonal Emssons Tradng Under Imperfect Competton, Envronmental Economcs and Polcy Studes, 5, pp OECD (993). Envronmental Polces and Industral Compettveness. Pars: Organzaton for Economc Cooperaton and Development. 9. Spencer, B. and J. Brander (983). Internatonal R&D Rvalry and Industral Strategy, Revew of Economc Studes, 50, pp Thompson, P. and L.A. Strohm (996). Trade and Envronmental Qualty: A Revew of the Evdence, Journal of Envronment and Development, 5 (4), pp Ulph, A. (996). Envronmental Polcy and Internatonal Trade When Governments and Producers Act Strategcally, Journal of Envronmental Economcs and Management, 30, pp Weyant, J. (Ed.) (999). The Cost of the Kyoto Protocol: A Mult-Model Evaluaton, The Energy Journal, specal ssue. 3. Zhang, Z.X. (00). An Assessment of the EU Proposal for Celngs on the Use of Kyoto Flexblty Mechansms, Ecologcal Economcs, 37, pp Appendx Proof of Equaton (5): Θ θ j θj e θ j j θ θ + μk θ θ + μk μ ( k ) θ < 0 λ + α + α + Usng Chan rule, we have e e λ > 0. λ Proof of Equaton (6): r r λ λ k > 0. λ 30 gven μ > 0 and + k > 0.

8 Envronmental Economcs, Volume 5, Issue 4, 04 Proof of Equaton (7): By (0) and (), we have q p θ ( r + λ ). Dfferentatng ths equaton wth respect to λ yelds θ j q θ j ( Θ k + θ ) + θ ( k ) ( k ) + ( k ) 0, < gven 0< k λ <. Usng Chan rule, we have q q λ > 0. λ Q Θk θ Because equaton () ndcates that, we have λ + qj θ j j Q q j θ ( k ) + ( k ) > 0. λ λ λ + + qj qj Usng Chan rule, we have j j λ < 0. λ Appendx Proof of Proposton 4: Denote A q% ˆq, B p% pˆ, F r% rˆ, and K e % eˆ. Then we have ( F + λ ) α S% Sˆ Aqˆ + Bq% F( e% w ). (a) % λ Ω q% e% w. Substtutng ths equaton nto (a) and rearrangng yelds Φ From Corollary, ( ) ( ) S Sˆ W % λ, % (a) Θ k θ ( ) W + θ k + k k < 0. where ( ) + α Φ Therefore, from (a) we have S % ˆ S > 0, or, equvalently, S% > S ˆ. 3

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange

More information

Can Auto Liability Insurance Purchases Signal Risk Attitude?

Can Auto Liability Insurance Purchases Signal Risk Attitude? Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang

More information

Chapter 7: Answers to Questions and Problems

Chapter 7: Answers to Questions and Problems 19. Based on the nformaton contaned n Table 7-3 of the text, the food and apparel ndustres are most compettve and therefore probably represent the best match for the expertse of these managers. Chapter

More information

Addendum to: Importing Skill-Biased Technology

Addendum to: Importing Skill-Biased Technology Addendum to: Importng Skll-Based Technology Arel Bursten UCLA and NBER Javer Cravno UCLA August 202 Jonathan Vogel Columba and NBER Abstract Ths Addendum derves the results dscussed n secton 3.3 of our

More information

Finn Roar Aune, Hanne Marit Dalen and Cathrine Hagem

Finn Roar Aune, Hanne Marit Dalen and Cathrine Hagem Dscusson Papers No. 630, September 2010 Statstcs Norway, Research Department Fnn Roar Aune, Hanne Mart Dalen and Cathrne Hagem Implementng the EU renewable target through green certfcate markets Abstract:

More information

Essays on Environmental Economics: Environmental Compliance, Policy and Governance

Essays on Environmental Economics: Environmental Compliance, Policy and Governance Essays on Envronmental Economcs: Envronmental Complance, Polcy and Governance Jng XU Supervsor: Inés Macho Stadler A dssertaton Submtted to Departament d Economa d Hstòra Econòmca of Unverstat Autònoma

More information

Leveraged Firms, Patent Licensing, and Limited Liability

Leveraged Firms, Patent Licensing, and Limited Liability Leveraged Frms, Patent Lcensng, and Lmted Lablty Kuang-Cheng Andy Wang Socal Scence Dvson Center for General Educaton Chang Gung Unversty and Y-Je Wang Department of Economcs Natonal Dong Hwa Unversty

More information

Problem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative.

Problem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative. Queston roblem Set 3 a) We are asked how people wll react, f the nterest rate on bonds s negatve. When

More information

Overview of monitoring and evaluation

Overview of monitoring and evaluation 540 Toolkt to Combat Traffckng n Persons Tool 10.1 Overvew of montorng and evaluaton Overvew Ths tool brefly descrbes both montorng and evaluaton, and the dstncton between the two. What s montorng? Montorng

More information

Trade Adjustment and Productivity in Large Crises. Online Appendix May 2013. Appendix A: Derivation of Equations for Productivity

Trade Adjustment and Productivity in Large Crises. Online Appendix May 2013. Appendix A: Derivation of Equations for Productivity Trade Adjustment Productvty n Large Crses Gta Gopnath Department of Economcs Harvard Unversty NBER Brent Neman Booth School of Busness Unversty of Chcago NBER Onlne Appendx May 2013 Appendx A: Dervaton

More information

Oligopoly Theory Made Simple

Oligopoly Theory Made Simple Olgopoly Theory Made Smple Huw Dxon Chapter 6, Surfng Economcs, pp 5-60. Olgopoly made smple Chapter 6. Olgopoly Theory Made Smple 6. Introducton. Olgopoly theory les at the heart of ndustral organsaton

More information

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy 4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.

More information

Multiple-Period Attribution: Residuals and Compounding

Multiple-Period Attribution: Residuals and Compounding Multple-Perod Attrbuton: Resduals and Compoundng Our revewer gave these authors full marks for dealng wth an ssue that performance measurers and vendors often regard as propretary nformaton. In 1994, Dens

More information

Buy-side Analysts, Sell-side Analysts and Private Information Production Activities

Buy-side Analysts, Sell-side Analysts and Private Information Production Activities Buy-sde Analysts, Sell-sde Analysts and Prvate Informaton Producton Actvtes Glad Lvne London Busness School Regent s Park London NW1 4SA Unted Kngdom Telephone: +44 (0)0 76 5050 Fax: +44 (0)0 774 7875

More information

How To Compare Frm To An Isac

How To Compare Frm To An Isac Informaton Systems Research Vol. 16, No. 2, June 2005, pp. 186 208 ssn 1047-7047 essn 1526-5536 05 1602 0186 nforms do 10.1287/sre.1050.0053 2005 INFORMS The Economc Incentves for Sharng Securty Informaton

More information

DISCUSSION PAPER. Is There a Rationale for Output-Based Rebating of Environmental Levies? Alain L. Bernard, Carolyn Fischer, and Alan Fox

DISCUSSION PAPER. Is There a Rationale for Output-Based Rebating of Environmental Levies? Alain L. Bernard, Carolyn Fischer, and Alan Fox DISCUSSION PAPER October 00; revsed October 006 RFF DP 0-3 REV Is There a Ratonale for Output-Based Rebatng of Envronmental Leves? Alan L. Bernard, Carolyn Fscher, and Alan Fox 66 P St. NW Washngton, DC

More information

How To Trade Water Quality

How To Trade Water Quality Movng Beyond Open Markets for Water Qualty Tradng: The Gans from Structured Blateral Trades Tanl Zhao Yukako Sado Rchard N. Bosvert Gregory L. Poe Cornell Unversty EAERE Preconference on Water Economcs

More information

Pricing Model of Cloud Computing Service with Partial Multihoming

Pricing Model of Cloud Computing Service with Partial Multihoming Prcng Model of Cloud Computng Servce wth Partal Multhomng Zhang Ru 1 Tang Bng-yong 1 1.Glorous Sun School of Busness and Managment Donghua Unversty Shangha 251 Chna E-mal:ru528369@mal.dhu.edu.cn Abstract

More information

NBER WORKING PAPER SERIES CARBON MOTIVATED REGIONAL TRADE ARRANGEMENTS: ANALYTICS AND SIMULATIONS. Yan Dong John Whalley

NBER WORKING PAPER SERIES CARBON MOTIVATED REGIONAL TRADE ARRANGEMENTS: ANALYTICS AND SIMULATIONS. Yan Dong John Whalley NBER WORKING PAPER SERIES CARBON MOTIVATED REGIONAL TRADE ARRANGEMENTS: ANALYTICS AND SIMULATIONS Yan Dong John Whalley Workng Paper 14880 http://www.nber.org/papers/w14880 NATIONAL BUREAU OF ECONOMIC

More information

DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS?

DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS? DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS? Fernando Comran, Unversty of San Francsco, School of Management, 2130 Fulton Street, CA 94117, Unted States, fcomran@usfca.edu Tatana Fedyk,

More information

Structural Estimation of Variety Gains from Trade Integration in a Heterogeneous Firms Framework

Structural Estimation of Variety Gains from Trade Integration in a Heterogeneous Firms Framework Journal of Economcs and Econometrcs Vol. 55, No.2, 202 pp. 78-93 SSN 2032-9652 E-SSN 2032-9660 Structural Estmaton of Varety Gans from Trade ntegraton n a Heterogeneous Frms Framework VCTOR RVAS ABSTRACT

More information

PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIGIOUS AFFILIATION AND PARTICIPATION

PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIGIOUS AFFILIATION AND PARTICIPATION PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIIOUS AFFILIATION AND PARTICIPATION Danny Cohen-Zada Department of Economcs, Ben-uron Unversty, Beer-Sheva 84105, Israel Wllam Sander Department of Economcs, DePaul

More information

The Pricing Strategy of the Manufacturer with Dual Channel under Multiple Competitions

The Pricing Strategy of the Manufacturer with Dual Channel under Multiple Competitions Internatonal Journal of u-and e-servce, Scence and Technology Vol.7, No.4 (04), pp.3-4 http://dx.do.org/0.457/junnesst.04.7.4. The Prcng Strategy of the Manufacturer wth Dual Channel under Multple Compettons

More information

17 Capital tax competition

17 Capital tax competition 17 Captal tax competton 17.1 Introducton Governments would lke to tax a varety of transactons that ncreasngly appear to be moble across jursdctonal boundares. Ths creates one obvous problem: tax base flght.

More information

Capacity-building and training

Capacity-building and training 92 Toolkt to Combat Traffckng n Persons Tool 2.14 Capacty-buldng and tranng Overvew Ths tool provdes references to tranng programmes and materals. For more tranng materals, refer also to Tool 9.18. Capacty-buldng

More information

How To Calculate The Accountng Perod Of Nequalty

How To Calculate The Accountng Perod Of Nequalty Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.

More information

Sharing the fame of the ISO Standard Adoption: Quality Supply Chain Effect Evidence from the French Employer Survey

Sharing the fame of the ISO Standard Adoption: Quality Supply Chain Effect Evidence from the French Employer Survey Sharng the fame of the ISO Standard Adopton: Qualty Supply Chan Effect Evdence from the French Employer Survey Marc-Arthur DIAYE CREST (ENSAI) and Centre d'etudes de l'emplo. marc-arthur.daye@ensa.fr Nathale

More information

On the Optimal Control of a Cascade of Hydro-Electric Power Stations

On the Optimal Control of a Cascade of Hydro-Electric Power Stations On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;

More information

Power-of-Two Policies for Single- Warehouse Multi-Retailer Inventory Systems with Order Frequency Discounts

Power-of-Two Policies for Single- Warehouse Multi-Retailer Inventory Systems with Order Frequency Discounts Power-of-wo Polces for Sngle- Warehouse Mult-Retaler Inventory Systems wth Order Frequency Dscounts José A. Ventura Pennsylvana State Unversty (USA) Yale. Herer echnon Israel Insttute of echnology (Israel)

More information

Feasibility of Using Discriminate Pricing Schemes for Energy Trading in Smart Grid

Feasibility of Using Discriminate Pricing Schemes for Energy Trading in Smart Grid Feasblty of Usng Dscrmnate Prcng Schemes for Energy Tradng n Smart Grd Wayes Tushar, Chau Yuen, Bo Cha, Davd B. Smth, and H. Vncent Poor Sngapore Unversty of Technology and Desgn, Sngapore 138682. Emal:

More information

No 144. Bundling and Joint Marketing by Rival Firms. Thomas D. Jeitschko, Yeonjei Jung, Jaesoo Kim

No 144. Bundling and Joint Marketing by Rival Firms. Thomas D. Jeitschko, Yeonjei Jung, Jaesoo Kim No 144 Bundlng and Jont Marketng by Rval Frms Thomas D. Jetschko, Yeonje Jung, Jaesoo Km May 014 IMPRINT DICE DISCUSSION PAPER Publshed by düsseldorf unversty press (dup) on behalf of Henrch Hene Unverstät

More information

The OC Curve of Attribute Acceptance Plans

The OC Curve of Attribute Acceptance Plans The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4

More information

An Alternative Way to Measure Private Equity Performance

An Alternative Way to Measure Private Equity Performance An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate

More information

Assessment of the legal framework

Assessment of the legal framework 46 Toolkt to Combat Traffckng n Persons Tool 2.4 Assessment of the legal framework Overvew Ths tool offers gudelnes and resources for assessng a natonal legal framework. See also Tool 3.2 on crmnalzaton

More information

FIGHTING INFORMALITY IN SEGMENTED LABOR MARKETS A general equilibrium analysis applied to Uruguay *

FIGHTING INFORMALITY IN SEGMENTED LABOR MARKETS A general equilibrium analysis applied to Uruguay * Vol. 48, No. 1 (May, 2011), 1-37 FIGHTING INFORMALITY IN SEGMENTED LABOR MARKETS A general equlbrum analyss appled to Uruguay * Carmen Estrades ** María Inés Terra ** As n other Latn Amercan countres,

More information

Production. 2. Y is closed A set is closed if it contains its boundary. We need this for the solution existence in the profit maximization problem.

Production. 2. Y is closed A set is closed if it contains its boundary. We need this for the solution existence in the profit maximization problem. Producer Theory Producton ASSUMPTION 2.1 Propertes of the Producton Set The producton set Y satsfes the followng propertes 1. Y s non-empty If Y s empty, we have nothng to talk about 2. Y s closed A set

More information

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE Yu-L Huang Industral Engneerng Department New Mexco State Unversty Las Cruces, New Mexco 88003, U.S.A. Abstract Patent

More information

Designing and Implementing a Performance Management System in a Textile Company for Competitive Advantage

Designing and Implementing a Performance Management System in a Textile Company for Competitive Advantage Desgnng and Implementng a Performance Management System n a Textle Company for Compettve Advantage Muhttn Oral Fehm Peker December 2009 CIRRELT-2009-54 Bureaux de Montréal : Bureaux de uébec : Unversté

More information

SPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:

SPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background: SPEE Recommended Evaluaton Practce #6 efnton of eclne Curve Parameters Background: The producton hstores of ol and gas wells can be analyzed to estmate reserves and future ol and gas producton rates and

More information

IS-LM Model 1 C' dy = di

IS-LM Model 1 C' dy = di - odel Solow Assumptons - demand rrelevant n long run; assumes economy s operatng at potental GDP; concerned wth growth - Assumptons - supply s rrelevant n short run; assumes economy s operatng below potental

More information

Necessary Of A Retaler-Operator

Necessary Of A Retaler-Operator Decentralzed Inventory Sharng wth Asymmetrc Informaton Xnghao Yan Hu Zhao 1 xyan@vey.uwo.ca zhaoh@purdue.edu Rchard Ivey School of Busness The Unversty of Western Ontaro Krannert School of Management Purdue

More information

Elements of Advanced International Trade 1

Elements of Advanced International Trade 1 Elements of Advanced Internatonal Trade 1 Treb Allen 2 and Costas Arkolaks 3 January 2015 [New verson: prelmnary] 1 Ths set of notes and the homeworks accomodatng them s a collecton of materal desgned

More information

The Cost of Food Self-Sufficiency and Agricultural Protection in South Korea

The Cost of Food Self-Sufficiency and Agricultural Protection in South Korea The Cost of Food Self-Suffcency and Agrcultural Protecton n South Korea John C. Beghn (Iowa State Unversty) beghn@astate.edu Jean-Chrstophe Bureau (INA P-G and Iowa State Unversty) Sung Joon Park* (Bank

More information

Income Distribution, Product Quality, and International Trade

Income Distribution, Product Quality, and International Trade Income Dstrbuton, Product Qualty, and Internatonal Trade Pablo Fajgelbaum Prnceton Unversty Gene M. Grossman Prnceton Unversty June 2009 Elhanan elpman arvard Unversty Abstract We develop a framework for

More information

This paper looks into the effects of information transparency on market participants in an online trading

This paper looks into the effects of information transparency on market participants in an online trading Vol. 29, No. 6, November December 2010, pp. 1125 1137 ssn 0732-2399 essn 1526-548X 10 2906 1125 nforms do 10.1287/mksc.1100.0585 2010 INFORMS The Effects of Informaton Transparency on Supplers, Manufacturers,

More information

Economic Models for Cloud Service Markets

Economic Models for Cloud Service Markets Economc Models for Cloud Servce Markets Ranjan Pal and Pan Hu 2 Unversty of Southern Calforna, USA, rpal@usc.edu 2 Deutsch Telekom Laboratores, Berln, Germany, pan.hu@telekom.de Abstract. Cloud computng

More information

What should (public) health insurance cover?

What should (public) health insurance cover? Journal of Health Economcs 26 (27) 251 262 What should (publc) health nsurance cover? Mchael Hoel Department of Economcs, Unversty of Oslo, P.O. Box 195 Blndern, N-317 Oslo, Norway Receved 29 Aprl 25;

More information

IMPLEMENTING THE EUROPEAN UNION EMISSIONS TRADING IN GERMANY AND FINLAND

IMPLEMENTING THE EUROPEAN UNION EMISSIONS TRADING IN GERMANY AND FINLAND IMPLEMENTING THE EUROPEAN UNION EMISSIONS TRADING IN GERMANY AND FINLAND Master s thess Pa Aatola 011950806 Unversty of Helsnk Department of Economcs and Management Envronmental Economcs January 2005 HELSINGIN

More information

Management Quality, Financial and Investment Policies, and. Asymmetric Information

Management Quality, Financial and Investment Policies, and. Asymmetric Information Management Qualty, Fnancal and Investment Polces, and Asymmetrc Informaton Thomas J. Chemmanur * Imants Paegls ** and Karen Smonyan *** Current verson: December 2007 * Professor of Fnance, Carroll School

More information

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1119

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1119 Kel Insttute for World Economcs Duesternbrooker Weg 120 24105 Kel (Germany) Kel Workng Paper No. 1119 Under What Condtons Do Venture Captal Markets Emerge? by Andrea Schertler July 2002 The responsblty

More information

Calculation of Sampling Weights

Calculation of Sampling Weights Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample

More information

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000 Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from

More information

Optimal Transfers and Participation Decisions in International Environmental Agreements 1

Optimal Transfers and Participation Decisions in International Environmental Agreements 1 Optmal Transfers and Partcpaton Decsons n Internatonal Envronmental Agreements 1 by Carlo Carraro 2, Johan Eyckmans 3 and Mchael Fnus 4 Abstract The lterature on nternatonal envronmental agreements has

More information

Internet can be trusted and that there are no malicious elements propagating in the Internet. On the contrary, the

Internet can be trusted and that there are no malicious elements propagating in the Internet. On the contrary, the Prcng and Investments n Internet Securty 1 A Cyber-Insurance Perspectve Ranjan Pal, Student Member, IEEE, Leana Golubchk, Member, IEEE, arxv:submt/0209632 [cs.cr] 8 Mar 2011 Abstract Internet users such

More information

Follow links for Class Use and other Permissions. For more information send email to: permissions@pupress.princeton.edu

Follow links for Class Use and other Permissions. For more information send email to: permissions@pupress.princeton.edu COPYRIGHT NOTICE: Jord Galí: Monetary Polcy, Inflaton, and the Busness Cycle s publshed by Prnceton Unversty Press and copyrghted, 28, by Prnceton Unversty Press. All rghts reserved. No part of ths book

More information

Asia-Pacific Research and Training Network on Trade. Working Paper Series, No. 81, July 2010. Truong P. Truong

Asia-Pacific Research and Training Network on Trade. Working Paper Series, No. 81, July 2010. Truong P. Truong Asa-Pacfc Research and Tranng Network on Trade Workng Paper Seres, No. 8, July 00 Revew of Analytcal Tools for Assessng Trade and Clmate Change Lnkages By Truong P. Truong Truong P. Truong s Honorary Professor

More information

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE BE.NE.TeC. Workng Paper Seres Workng Paper: 2007-07 Corporate Socal Responsblty n Olgopoly Constantne Manasaks, Evangelos Mtrokostas, Emmanuel Petraks Busness

More information

THE DETERMINANTS OF THE TUNISIAN BANKING INDUSTRY PROFITABILITY: PANEL EVIDENCE

THE DETERMINANTS OF THE TUNISIAN BANKING INDUSTRY PROFITABILITY: PANEL EVIDENCE THE DETERMINANTS OF THE TUNISIAN BANKING INDUSTRY PROFITABILITY: PANEL EVIDENCE Samy Ben Naceur ERF Research Fellow Department of Fnance Unversté Lbre de Tuns Avenue Khéreddne Pacha, 002 Tuns Emal : sbennaceur@eudoramal.com

More information

Research Article A Comparative Study of Marketing Channel Multiagent Stackelberg Model Based on Perfect Rationality and Fairness Preference

Research Article A Comparative Study of Marketing Channel Multiagent Stackelberg Model Based on Perfect Rationality and Fairness Preference Hndaw Publshng Corporaton Abstract and Appled Analyss, Artcle ID 57458, 11 pages http://dx.do.org/10.1155/014/57458 Research Artcle A Comparatve Study of Marketng Channel Multagent Stackelberg Model Based

More information

Dynamics of Toursm Demand Models in Japan

Dynamics of Toursm Demand Models in Japan hort-run and ong-run structural nternatonal toursm demand modelng based on Dynamc AID model -An emprcal research n Japan- Atsush KOIKE a, Dasuke YOHINO b a Graduate chool of Engneerng, Kobe Unversty, Kobe,

More information

Substitution Effects in Supply Chains with Asymmetric Information Distribution and Upstream Competition

Substitution Effects in Supply Chains with Asymmetric Information Distribution and Upstream Competition Substtuton Effects n Supply Chans wth Asymmetrc Informaton Dstrbuton and Upstream Competton Jochen Schlapp, Mortz Fleschmann Department of Busness, Unversty of Mannhem, 68163 Mannhem, Germany, jschlapp@bwl.un-mannhem.de,

More information

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.

More information

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120 Kel Insttute for World Economcs Duesternbrooker Weg 45 Kel (Germany) Kel Workng Paper No. Path Dependences n enture Captal Markets by Andrea Schertler July The responsblty for the contents of the workng

More information

reduce competition increase market power cost savings economies of scale and scope cost savings Oliver Williamson: the efficiency defense

reduce competition increase market power cost savings economies of scale and scope cost savings Oliver Williamson: the efficiency defense Mergers Why merge? reduce competton ncrease market power cost savngs economes of scale and scope Why allow mergers? cost savngs Olver Wllamson: the effcency defense Merger wthout cost savngs Before merger:

More information

Recurrence. 1 Definitions and main statements

Recurrence. 1 Definitions and main statements Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.

More information

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently.

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently. Corporate Polces & Procedures Human Resources - Document CPP216 Leave Management Frst Produced: Current Verson: Past Revsons: Revew Cycle: Apples From: 09/09/09 26/10/12 09/09/09 3 years Immedately Authorsaton:

More information

Political Economy of Sovereign Debt: Cycles of Debt Crisis and Inequality Overhang

Political Economy of Sovereign Debt: Cycles of Debt Crisis and Inequality Overhang Poltcal Economy of Soveregn Debt: Cycles of Debt Crss and Inequalty Overhang Alessandro Dovs Penn State aledovs@gmal.com Mkhal Golosov Prnceton golosov@prnceton.edu Al Shourdeh Wharton shourde@wharton.upenn.edu

More information

Chapter 15: Debt and Taxes

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

More information

A Model of Intertemporal Emission Trading, Banking, and Borrowing*

A Model of Intertemporal Emission Trading, Banking, and Borrowing* Ž. JOURAL OF EVIROMEAL ECOOMICS AD MAAGEME 31, 269286 1996 ARICLE O. 0044 A Model of Intertemporal Emsson radng, Bankng, and Borrowng* JOAA D. RUBI Department of Economcs and Energy, Enronment and Resources

More information

Support Vector Machines

Support Vector Machines Support Vector Machnes Max Wellng Department of Computer Scence Unversty of Toronto 10 Kng s College Road Toronto, M5S 3G5 Canada wellng@cs.toronto.edu Abstract Ths s a note to explan support vector machnes.

More information

Disclosure Standards and Market Efficiency: Evidence from Analysts' Forecasts

Disclosure Standards and Market Efficiency: Evidence from Analysts' Forecasts Dsclosure Standards and Market Effcency: Evdence from Analysts' Forecasts Hu Tong * November 6, 004 Abstract Snce the Mexcan and Asan crses, there has been a prolferaton of nternatonal ntatves, ncludng

More information

Role of Bargaining in Marketing Channel Games of Quality Choice and Profit Share

Role of Bargaining in Marketing Channel Games of Quality Choice and Profit Share Workng Paper Seres FSWP 2007-02 Role of Barganng n Marketng Channel Games of Qualty Choce and Proft Share Phlppe Bontems* Toulouse School of Economcs (GREMAQ, INRA and IDEI) Trtha Dhar Sauder School of

More information

Supply network formation as a biform game

Supply network formation as a biform game Supply network formaton as a bform game Jean-Claude Hennet*. Sona Mahjoub*,** * LSIS, CNRS-UMR 6168, Unversté Paul Cézanne, Faculté Sant Jérôme, Avenue Escadrlle Normande Némen, 13397 Marselle Cedex 20,

More information

Marginal Benefit Incidence Analysis Using a Single Cross-section of Data. Mohamed Ihsan Ajwad and Quentin Wodon 1. World Bank.

Marginal Benefit Incidence Analysis Using a Single Cross-section of Data. Mohamed Ihsan Ajwad and Quentin Wodon 1. World Bank. Margnal Beneft Incdence Analyss Usng a Sngle Cross-secton of Data Mohamed Ihsan Ajwad and uentn Wodon World Bank August 200 Abstract In a recent paper, Lanjouw and Ravallon proposed an attractve and smple

More information

RESEARCH DISCUSSION PAPER

RESEARCH DISCUSSION PAPER Reserve Bank of Australa RESEARCH DISCUSSION PAPER Competton Between Payment Systems George Gardner and Andrew Stone RDP 2009-02 COMPETITION BETWEEN PAYMENT SYSTEMS George Gardner and Andrew Stone Research

More information

Modelling the Cocaine and Heroin Markets in the Era of Globalization and Drug Reduction Policies Claudia Costa Storti and Paul De Grauwe

Modelling the Cocaine and Heroin Markets in the Era of Globalization and Drug Reduction Policies Claudia Costa Storti and Paul De Grauwe Modellng the Cocane and Heron Markets n the Era of Globalzaton and Drug Reducton Polces Clauda Costa Stort and Paul De Grauwe Modellng the Cocane and Heron Markets n the Era of Globalzaton and Drug Reducton

More information

Chapter 5: Tariffs and Quotas. An import tariff is a tax on the imported goods, levied as goods pass into the

Chapter 5: Tariffs and Quotas. An import tariff is a tax on the imported goods, levied as goods pass into the Chapter 5: Tarffs and Quotas n mport tarff s a tax on the mported goods, leved as goods pass nto the domestc country. n mport quota s a physcal lmt on the amount of the mported goods for a specfed perod

More information

Data Broadcast on a Multi-System Heterogeneous Overlayed Wireless Network *

Data Broadcast on a Multi-System Heterogeneous Overlayed Wireless Network * JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 24, 819-840 (2008) Data Broadcast on a Mult-System Heterogeneous Overlayed Wreless Network * Department of Computer Scence Natonal Chao Tung Unversty Hsnchu,

More information

Medium and long term. Equilibrium models approach

Medium and long term. Equilibrium models approach Medum and long term electrcty prces forecastng Equlbrum models approach J. Vllar, A. Campos, C. íaz, Insttuto de Investgacón Tecnológca, Escuela Técnca Superor de Ingenería-ICAI Unversdad ontfca Comllas

More information

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading The Choce of Drect Dealng or Electronc Brokerage n Foregn Exchange Tradng Mchael Melvn & Ln Wen Arzona State Unversty Introducton Electronc Brokerage n Foregn Exchange Start from a base of zero n 1992

More information

Information Acquisition and Transparency in Global Games

Information Acquisition and Transparency in Global Games Informaton Acquston and Transparency n Global Games Mchal Szkup y and Isabel Trevno New York Unversty Abstract We ntroduce costly nformaton acquston nto the standard global games model. In our setup agents

More information

Quantity-setting Oligopolies in Complementary Input Markets - the Case of Iron Ore and Coking Coal

Quantity-setting Oligopolies in Complementary Input Markets - the Case of Iron Ore and Coking Coal Quantty-settng Olgopoles n Complementary Input Markets - the Case of Iron Ore and Cokng Coal AUTHORS Harald Heckng Tmo Panke EWI Workng Paper No. 14/06 February 2014 Insttute of Energy Economcs at the

More information

The literature on many-server approximations provides significant simplifications toward the optimal capacity

The literature on many-server approximations provides significant simplifications toward the optimal capacity Publshed onlne ahead of prnt November 13, 2009 Copyrght: INFORMS holds copyrght to ths Artcles n Advance verson, whch s made avalable to nsttutonal subscrbers. The fle may not be posted on any other webste,

More information

Activity Scheduling for Cost-Time Investment Optimization in Project Management

Activity Scheduling for Cost-Time Investment Optimization in Project Management PROJECT MANAGEMENT 4 th Internatonal Conference on Industral Engneerng and Industral Management XIV Congreso de Ingenería de Organzacón Donosta- San Sebastán, September 8 th -10 th 010 Actvty Schedulng

More information

Environmental Tax and the Distribution of Income with Heterogeneous Workers

Environmental Tax and the Distribution of Income with Heterogeneous Workers Envronmental Tax and the Dstrbuton of Income wth Heterogeneous Workers Mrelle Chroleu-Assoulne Pars School of Economcs - Unversty Pars Panthéon-Sorbonne Centre d Econome de la Sorbonne, 06-2 Bd de l Hôptal

More information

The Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Canadian Provincial Governments

The Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Canadian Provincial Governments The Effects of Tax Rate Changes on Tax Bases and the Margnal Cost of Publc Funds for Canadan Provncal Governments Bev Dahlby a and Ergete Ferede b a Department of Economcs, Unversty of Alberta, Edmonton,

More information

Foreign Direct Investment in a World of Multiple Taxes

Foreign Direct Investment in a World of Multiple Taxes Foregn Drect Investment n a World of Multple Taxes by Mhr A. Desa Harvard Unversty and NBER James R. Hnes Jr. Unversty of Mchgan and NBER July 2001 We thank Yumng Zou for excellent research assstance,

More information

Network Formation and the Structure of the Commercial World Wide Web

Network Formation and the Structure of the Commercial World Wide Web Network Formaton and the Structure of the Commercal World Wde Web Zsolt Katona and Mklos Sarvary September 5, 2007 Zsolt Katona s a Ph.D. student and Mklos Sarvary s Professor of Marketng at INSEAD, Bd.

More information

DEFINING %COMPLETE IN MICROSOFT PROJECT

DEFINING %COMPLETE IN MICROSOFT PROJECT CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,

More information

Understanding the Impact of Marketing Actions in Traditional Channels on the Internet: Evidence from a Large Scale Field Experiment

Understanding the Impact of Marketing Actions in Traditional Channels on the Internet: Evidence from a Large Scale Field Experiment A research and educaton ntatve at the MT Sloan School of Management Understandng the mpact of Marketng Actons n Tradtonal Channels on the nternet: Evdence from a Large Scale Feld Experment Paper 216 Erc

More information

Ethnic Chinese Networking in Cross-border Investment: The Impact of Economic and Institutional Development. Abstract:

Ethnic Chinese Networking in Cross-border Investment: The Impact of Economic and Institutional Development. Abstract: Ethnc Chnese Networkng n Cross-border Investment: The Impact of Economc and Insttutonal Development Sarah Y. Tong * Hong Kong Insttute of Economcs and Busness Strateges The Unversty of Hong Kong Aprl 2003

More information

Evolution of Internet Infrastructure in the 21 st century: The Role of Private Interconnection Agreements

Evolution of Internet Infrastructure in the 21 st century: The Role of Private Interconnection Agreements Evoluton of Internet Infrastructure n the 21 st century: The Role of Prvate Interconnecton Agreements Rajv Dewan*, Marshall Fremer, and Pavan Gundepud {dewan, fremer, gundepudpa}@ssb.rochester.edu Smon

More information

An Interest-Oriented Network Evolution Mechanism for Online Communities

An Interest-Oriented Network Evolution Mechanism for Online Communities An Interest-Orented Network Evoluton Mechansm for Onlne Communtes Cahong Sun and Xaopng Yang School of Informaton, Renmn Unversty of Chna, Bejng 100872, P.R. Chna {chsun,yang}@ruc.edu.cn Abstract. Onlne

More information

A Two Stage Stochastic Equilibrium Model for Electricity Markets with Two Way Contracts

A Two Stage Stochastic Equilibrium Model for Electricity Markets with Two Way Contracts A Two Stage Stochastc Equlbrum Model for Electrcty Markets wth Two Way Contracts Dal Zhang and Hufu Xu School of Mathematcs Unversty of Southampton Southampton SO17 1BJ, UK Yue Wu School of Management

More information

Optimal Bidding Strategies for Generation Companies in a Day-Ahead Electricity Market with Risk Management Taken into Account

Optimal Bidding Strategies for Generation Companies in a Day-Ahead Electricity Market with Risk Management Taken into Account Amercan J. of Engneerng and Appled Scences (): 8-6, 009 ISSN 94-700 009 Scence Publcatons Optmal Bddng Strateges for Generaton Companes n a Day-Ahead Electrcty Market wth Rsk Management Taken nto Account

More information

Quasi-Hyperbolic Discounting and Social Security Systems

Quasi-Hyperbolic Discounting and Social Security Systems Quas-Hyperbolc Dscountng and Socal Securty Systems Mordecha E. Schwarz a and Eytan Sheshnsk b May 22, 26 Abstract Hyperbolc countng has become a common assumpton for modelng bounded ratonalty wth respect

More information

Analyzing Self-Defense Investments in Internet Security Under Cyber-Insurance Coverage

Analyzing Self-Defense Investments in Internet Security Under Cyber-Insurance Coverage Analyzng Self-Defense Investments n Internet Securty Under Cyber-Insurance Coverage Ranjan Pal Department of Computer Scence Unv. of Southern Calforna Emal: rpal@usc.edu Leana Golubchk Department of Computer

More information

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design Presenter Ye Zhang uke Economcs A yz137@duke.edu How to Sell Innovatve Ideas: Property rght, Informaton evelaton and Contract esgn ay 31 2011 Based on James Anton & ennes Yao s two papers 1. Expropraton

More information

Comparison between the Provisions of the Egyptian Code of Practice and the Eurocodes for Reinforced Concrete Structures Design

Comparison between the Provisions of the Egyptian Code of Practice and the Eurocodes for Reinforced Concrete Structures Design Comparson between the Provsons of the Egyptan Code of Practce and the Eurocodes for Renforced Concrete Structures Desgn El-Shennawy, Ahmed (ASH) 1 ; Boros, Vazul (VB) 2 ; Novák, Balthasar (BN) 3 1 German

More information

Analysis of Demand for Broadcastingng servces

Analysis of Demand for Broadcastingng servces Analyss of Subscrpton Demand for Pay-TV Manabu Shshkura * Norhro Kasuga ** Ako Tor *** Abstract In ths paper, we wll conduct an analyss from an emprcal perspectve concernng broadcastng demand behavor and

More information