The Theoretical and Empirical Studies of Foreign Direct Investment Choice Based on Real Option Approach 1

Size: px
Start display at page:

Download "The Theoretical and Empirical Studies of Foreign Direct Investment Choice Based on Real Option Approach 1"

Transcription

1 The Theoretcal and Emprcal Studes of Foregn Drect Investment Choce Based on Real Opton Approach XU Xuyong CUI Yongme School of Economcs and Management Bejng Jaotong Unversty, P.R.Chna, Abstract When Cross-border Mergers and Acqustons have became the man form of FDI, however, Chna's FDI nflow s stll Greenfeld nvestment. Based on ths phenomenon, ths paper bult a real opton dynamc model to analyze the factors of FDI choce. We dscover that uncertanty of nvestment envronment, the addtonal cost and flexblty are the man reasons. The man reason of most FDI nto Chna preferrng to the greenfeld nvestment s that the foregn drect nvestment concentrates n the manufacturng ndustry as well as the constrant of our country's legal and poltcal envronment. Key words Foregn drect nvestment, greenfeld nvestment, Cross-border M&A, Mode Choce, Real Opton. Introducton Wth the contnung globalzaton of the world economy and the nternatonal captal flows, foregn drect nvestment (FDI) s growng fast. The proporton of Cross-border mergers and acqustons n the amount of global FDI ncreases gradually from 40 percent n 940s to over 80 percent now and even More than 90% n the Unted States. Whereas, n a long tme, Chnese absorpton of foregn nvestment s manly n the mode of greenfeld nvestments. Although Cross-border M&As s developng n Chna, the proporton s stll low, snce foregn captal purchasng n the total amount of FDI s stll only about 0%. 3 So what are the reasons that cause transnatonal corporatons gradually abandon greenfeld nvestment and tend to cross-border M&As? And what s t that causes foregn nvestors prefer greenfeld nvestment n Chna? Ths paper stands on the poston of nvestors-multnatonal corporatons-tryng to explan these two ssues. Many studes have dentfed certan determnants that, wth respect to greenfeld nvestment and cross-border acquston, affect the choce of entry strategy. In the early study of the 980s Caves and Mehra (986) [] noted that entry mode s drven by the form of entrant s corporate organzaton and the characterstcs of ts product market. In addton, they ndcated that acqured experence n these felds such as knowledge of routnzed processes n nternatonalzaton, wll encourage a frm to choose acquston rather than greenfeld nvestment. In a qualtatve manner, Buckley and Casson (998) [] focused explctly on determnants nfluencng the choce between settng up an entrely new foregn faclty (greenfeld nvestment) or acqurng an exstng company n the host country. They thnk that the market structure s an mportant factor n determnng and they stressed the mportance of certan addtonal costs that trgger the choce whether to enter va greenfeld nvestment or acquston. For a long perod n Chna, study on FDI entry mode s less than overseas. Jangdebo and Wang Jaxn(00) [3] noted that the effect of foregn drect nvestment to the host market structure s nteracton. As for multnatonal companes FDI entry mode choce, untl the last few years the scholars start to research. Cheng Xnzhang and Hu Feng (003) [4] study from the perspectve of game theory expounded the dfference of profts between greenfeld nvestment and cross-border acqustons. And Supported by Natonal Natural Scence Foundaton of Chna ( ) Xu Xuyong, male, Zhejang, School of Economcs and Management, Bejng Jaotong Unversty. Cu Yongme, Vce Drector, Center for Chna Mergers and Acqustons Research Bejng Jaotong Unversty. E-mal: ymcu@bjtu.edu.cn 3 Data from the "World Investment Report 006" 35

2 through the establshment of a model that argues FDI approach decson-makng nonlnear affected by the extent of competton of the market. When the ntensty of competton s weak, greenfeld nvestment s the best way, when ferce competton, cross-border acqustons wll be selected. Yao Zhanq (005) [5], on the bass of the extent of technology transferrng, rased a nterests and contradctons analyss model between the host government and transnatonal corporatons. And he consdered the host country must consder the compettve effects of FDI entry ways and the mpact of technology transfer. However, prevous scholars consderng foregn drect nvestment mode are bascally from the vew of statc pont not n dynamcs way. Ths paper does not contnue to use the tradtonal net present value method to value the project, but n a real opton approach 4 to analyze the choce of FDI. Of course, ths does not mean that the net present value method bad, but n today's volatle envronment, a real opton approach s more flexblty than the net present value method-ether mmedately nvestment or never abandon-whch s one-dmensonal rgd decson-makng method. Based on the fnancal opton prcng methods, the real optons look nvestment decson as a random process affected by many uncertantes. It focus on explorng the flexble adjustng pont n the nvestment process and accordng to dfferent phase of the latest nformaton, more flexble to analyze and evaluate the present value of nvestment projects, thereby crcumventng and reducng nvestment rsks. The rest of the paper s structured as followed. Frst, we wll present the model: a two-phase market entry stuaton where each phase s connected to some sort of sunk cost and the flexblty to decde whether to ntate the phase or not. Second s the emprcal test. We explan the reasons that FDI n Chna manly tend to greenfeld nvestment. Fnally we dscuss the conclusons and recommendatons.. The model Model Assumpton Accordng to mcro-economc theory, the enterprse's objectve s pursung proft maxmzaton. It s assumed that the foregn nvestor s rsk neutral and that market entry through foregn drect nvestment follows a two stage process and that each stage s connected to a proft flow from the products sold at each stage as well as to some sort of sunk costs. The choce whch entry strategy an enterprse chooses has no nfluence upon the proft rates of other enterprses n the foregn market. () It s assumed that changes n the proft flow can be modeled by a random proft flow expressed by a geometrc Brownan moton [6]5. dπ ( t) = απ ( t) dt+ σπ ( t) dz () Where α s the rate of drft, σ represents the volatlty and dz s an ncrement of the Wener process. Gven a contnuously compounded rate of return r, the expected present value of the nvestment under the assumpton of an nfntvely lastng proft stream equals r ( s t ) π v v( π ) = E[ π ( s) e ds] = t r α () Snce v s a multple of π, the value of the nvestment project s also characterzed by a geometrc Brownan moton wth drft α and volatlty σ. () Wth respect to Buckley and Casson (998) t s assumed that addtonal costs of market entry that dffer wth respect to the chosen entry strategy. The paper dfferentates between: 4 Real optons method orgnated from Block and Scholes (973), Merton (973), and other scholars who developed the opton prcng model (optons prcng model, whch OPM). It plays an mportant role n use of fnancal dervatve products both n theory and practce. Stewart Myers (973) frst created the term "real optons". 5 Pennngs and Lnt (000) Brownan moton seems to ft best the observed prces n rapdly changng, technology-based markets. 35

3 Marketng costs (Cm) that summarze the cost assocated wth ganng knowledge about the new market, n order to optmally select supplers, dstrbuton channels, and marketng actvtes. Whle marketng costs Cm are present for a frm wllng to conduct a greenfeld nvestment one can neglect them for an acquston strategy due to the nternalzaton of nformaton advantages the target company possesses about the new market. Adaptaton costs (Ca) n order to modfy producton equpment. Adaptatons costs Ca, however, can be neglected for the greenfeld entry mode. They are unque only for the cross-border acquston entry mode n order to adapt the producton technology of the target to the frm s own producton technology and qualty standards. Costs of buldng trust (Cq, Cq ). Cq s ordered to produce products better adapt to the market and the cost of product nnovaton. For cross-border acqustons, Cq could be gnored, because the local manufacturers have long-term experence n the local sale of the products whch are very strong trusted. Cq refers to the cost of nternalzaton of acquston assets. E.g. Dfference between management culture of two countres needs some tme to fuson. However, for greenfeld nvestment, ths could be gnored. (3) Assumpton the up-front nvestment costs for buldng or acqurng the producton faclty n the new market are the same, we set I 0. In order to consder the host country's laws and regulatons envronmental mpact on nvestment mode choce, we consder the legal costs of C and C. C represents the laws and regulatons cost of greenfeld nvestment and C as the representatve of cross-border acqustons. (4) As Chang and Rosenzweg (00) [7] have depcted, a sequence structure lke ths s reasonable snce frms n ther sample,.e. 8 Japanese and European companes, entered the U.S. market.5 tmes on average. The frst phase represents the buldng phase, e.g. the establshment of a physcal presence by ether acqurng assets already n place or by buldng a producton plant. Ths phase serves as a platform,.e. an mportant prerequste to further expand the presence n the new geographcal market. So n ths paper foregn drect nvestment s consdered to be a two phase evolutonary entry sequence. The frst phase nvestment costs can be formulated explctly: FDI I + + I = + C ( φ )( C + C ) + φ ( C C (3), 0 a q m q ) = represents greenfeld entry, = for a cross-border M&A entry. φ, whch s n the case of a greenfeld entry and 0 for a cross-border M&A entry. Whle the frm nvests n the frst stage, t receves a project value of v the fluctuatons of whch are captured by dv(t) up to ths pont. dv ( t ) = α v ( t ) dt + σ v ( t ) dz ( t ) (4) As a result of the perceved uncertanty, the project value V of the second stage obeys a stochastc evoluton, too, whch s represented by dv(t). dv ( t ) = α V ( t ) dt + σ V ( t ) dξ ( t ) (5) 3 Wth α = r δ and α 3 = r δ 3 as the correspondng growth rates of the project values. The ndex addresses the two possble equty modes (greenfeld nvestment ( = ) or cross-border M&A ( = )). dz(t), dξ(t) represent a Wener process wth zero mean and varance equal to dt. σ, σ desgnate the varance of dv(t)/v(t) and dv(t)/v(t) respectvely due to envronmental rsk. Thus let α < α 3 and σ < σ ndcatng that the second project represents an enhancement of the frst and thus beng more nnovatve and uncertan than the frst one. In general, δ represent dvdends the project pays and can be nterpreted as opportunty costs for watng. Let δ < δ.the reason why the opportunty costs for watng are greater for cross-border acquston than for greenfeld nvestment results from the fact that once a target company has been dentfed, the decson whether to acqure or not addtonally ncurs the threat that another rval wll acqure the target. Whle ths threat ncreases the opportunty costs for the cross-border acquston mode t s not present for a greenfeld entry strategy. 353

4 Model descrpton Assumng that the world economy s rsk neutral and that the rsk free nterest rate s constant at r and based on the Bellman-equaton we get: rfdt= ε ( df ) (6) Whereby f denotes the opton value of v(t) andε ( ) represents the expectatons operator. Wth the ad of Itˆo s Lemma one obtans for the dfferental of f(v): df = f '( v) dv+ f ''( v)( dv) (7) ( dv ) =σ V dt As, we get f f σv + α 0 v rf = v v (8) α = r δ. as the growth rate of the value of projects ( α < r )and ndcatng whether the market entry s done by greenfeld nvestment ( = ) or cross-border M&A ( = ). The assocated boundary condtons for ths phase are as follows: f (0) = 0, (9.) f v = φ+ φe α v I FV * ( r ) t ( ) ( ) * FDI [, ( 0)], (9.) f ( v) ( r ) t FV ( 0) = ( φ+ φe α ) + = 0 * * v v= v v v= v (9.3) It s worthwhle to note here that a greenfeld entry takes tme to buld of length t. Thus, one has to * ( r α ) t v consder the future value of the nvestment project e whch the frm receves after makng the ntal nvestment outlay (see Fredl, 00). [8] It has the followng regular soluton: f ( v) = Bv γ Wth α α r γ = + [ ] + > 0 σ σ σ FDI Gven assumpton above about the entry costs, FDI I + +, 0 a q m q ) I (0) () I = + C ( φ )( C + C ) + φ ( C C, () φ ={ 0 f =, f = * Usng boundary condtons (9.) and (9.3), we can get B and v (the optmal tme for nvestment).and then we can get γ * Bv fv< v f ( vv, ) = ( r ) t FDI * ( φ + φe α ) v [ I, F ( V0 )] fv v (3) γ v = ( φ + φe ) [ I F ( V )], * ( r α ) t FDI, 0 γ (4) 354

5 γ B e I F V [ ] ( r α ( ) ( ) ) t γ ( ) FDI γ = φ+ φ [, ( 0)] γ γ (5) F(V 0 )represents opton value of second phase that obtaned through the frst phase of the nvestment. So, when the value of nvestment projects gets γ v e [ I C C F ( V )] * ( r α ) t = m + Cq 0 γ (6) Greenfeld nvestment wll be chosen. When the value of nvestment projects gets v γ [ I + C ( C FV ( )] * = 0 + a+ Cq ) 0 γ MNC wll choose Cross-border M&A. 3. The applcaton of FDI entry mode Accordng to data of the Statstcal Yearbooks from , FDI n the manufacturng sector are always occupyng a majorty proporton, and from the year 000 has mantaned a rsng trend. Frst of all, manufacturng products generally have hgh standardzaton and hgh unversalty and thus the products have smaller dependence on host local market preferences, consumer habts and psychologcal dependence. Therefore FDI va greenfeld nvestment not need a lot of money n the market study cost Cm and product trust cost Cq. In addton, there s stll a greater techncal lag between Chna and developed countres n the manufacturng sector. If choose cross-border M&A, t wll nevtably ncrease the technology adaptaton cost Ca. Furthermore, the culture dfference between Eastern and Western may lead the two sdes dfferences n aspects of enterprse management and staff ncentve, whch wll undoubtedly result n the ncreasng of trust costs Cq and ntegraton cost after acquston. These two ponts are both not conducve to take mode of mergers and acqustons. In addton country's legal and poltcal envronment s also very mportant. In recent years, Chna promulgated some laws and regulatons about encouragng foregn nvestment and acquston. However, there stll exst larger obstacles n Chna's current system of laws and regulatons on foregn mergers and acqustons. For example, one should announce and has to suspend tradng f holdng of a lsted company's shares reaches 5 percent. And then ncreasng every 5 percent should repeat the process. When reachng 30 percent the comprehensve offer request would be ssued. Ths complex process wll nevtably cause hgher legal cost C of acquston. In addton, varous local government departments n Chna consder more n the pont of socal ssues such as welfare, resettlement workers and unemployment. So that they also more wllng to encourage greenfeld nvestment. Therefore, foregn drect nvestment concentrated n the manufacturng sector and restrctons of our country's legal and poltcal envronment are the man reason that Chna's FDI nflow manly preferrng to the greenfeld nvestment. 4. Conclusons and recommendatons The paper analyzed FDI choce of multnatonal companes through the real optons research method and found that the uncertanty of nvestment envronment, addtonal related costs and the value F(V 0 ) of future nvestment opportuntes have great nfluence on the decson-makng of FDI choce. [] The greater uncertanty of nvestment envronment s, the larger mpled value of growth optons F(V 0 ) wll be. And both wll decrease the crtcal value of two ways (V * and V *) n the frst phase of nvestment. [] The host country's laws and regulatons and poltcal envronment have great mpact on FDI mode choce. (7) 355

6 [3] The man reason of most FDI nto Chna preferrng to the greenfeld nvestment s that the foregn drect nvestment concentrates n the manufacturng ndustry as well as the constrant of our country's legal and poltcal envronment. Accordng to the above concluson, there are followng recommendatons for ntroducng of foregn nvestment n Chna: () Encourage nvestment n the servce sector. Foregn nvestment have great role n Chna's servce ndustry especally fnancal, nsurance and telecommuncatons ndustres. As economc globalzaton deepens, the problem of management, techncal staff and techncal support have already exposed constranng the development of servce ndustry. Chna should attract more foregn nvestment n the servces ndustry reformaton and use foregn management deas and ndustry-leadng technology to rase ndustry compettveness. () Improve the construct of laws and regulatons. The blank of ant-trust laws and the revew of cross-border mergers and acqustons must be flled as soon as possble to establsh the basc framework of cross-border mergers and acqustons legal system. In the aspect of the revew of Cross-border M&As, Chna should adopt comprehensve standards of revew, ncludng natonal securty, competton polcy, ndustral polcy and other factors, whch can ensure a smooth ntroducton of foregn captal, but also can prevent monopoly n the domestc market of multnatonal companes. References [] Caves, R. and S.k. Mehra, Entry of foregn multnatonals nto U.S. manufacturng ndustres. In M.E. Porter(Ed.). Competton n global ndustres. 986, Boston: Harvard Busness School Press. [] Buckley, P.J. and M. Casson, Analyzng foregn market entry strateges: Extendng the nternatonal approach. Journal of Internatonal Busness Studes, (3): p [3] Debo Jang and Jaxn Wang, The nternatonal drect nvestment and market structure nteracton: Theory and Evdence. Jangsu Socal Scences, 00. 6: p [4] Zhangxn Cheng and Feng Hu, An Economc Analyss Framework of Trans-Natonal Corporaton s Choce Between Foregn Investment M odes. Journal of Xnjang Unversty (Socal Scence Edton), (4): p [5] Zhanq Yao, the Enterng of Transnatonal Companes, the Benefts of Host Countres and Regulaton Polcy. Industral Economc Research, 005 (): p. -7. [6] Pennngs, E. and O. Lnt, Market entry, phased rollout or abandonment? A real opton approach. European Journal of Operatonal Research, : p [7] Chang, S.-J. and P.M. Rosenzweg, The choce of entry mode n sequental foregn drect nvestment. Strategc Management Journal, 00(): p [8] Fredl, G., Sequental nvestment and tme to buld. Schmalenbach Busness Revew, (): p

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

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

More information

Domestic Savings and International Capital Flows

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

More information

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id # Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.

More information

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

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

More information

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

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

More information

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

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

More information

Privatization and government preference in an international Cournot triopoly

Privatization and government preference in an international Cournot triopoly Fernanda A Ferrera Flávo Ferrera Prvatzaton and government preference n an nternatonal Cournot tropoly FERNANDA A FERREIRA and FLÁVIO FERREIRA Appled Management Research Unt (UNIAG School of Hosptalty

More information

Elements of Economic Analysis II Lecture VI: Industry Supply

Elements of Economic Analysis II Lecture VI: Industry Supply Elements of Economc Analyss II Lecture VI: Industry Supply Ka Hao Yang 10/12/2017 In the prevous lecture, we analyzed the frm s supply decson usng a set of smple graphcal analyses. In fact, the dscusson

More information

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on

More information

Consumption Based Asset Pricing

Consumption Based Asset Pricing Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................

More information

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

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

More information

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

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

More information

4: SPOT MARKET MODELS

4: SPOT MARKET MODELS 4: SPOT MARKET MODELS INCREASING COMPETITION IN THE BRITISH ELECTRICITY SPOT MARKET Rchard Green (1996) - Journal of Industral Economcs, Vol. XLIV, No. 2 PEKKA SULAMAA The obect of the paper Dfferent polcy

More information

Stochastic ALM models - General Methodology

Stochastic ALM models - General Methodology Stochastc ALM models - General Methodology Stochastc ALM models are generally mplemented wthn separate modules: A stochastc scenaros generator (ESG) A cash-flow projecton tool (or ALM projecton) For projectng

More information

2) In the medium-run/long-run, a decrease in the budget deficit will produce:

2) In the medium-run/long-run, a decrease in the budget deficit will produce: 4.02 Quz 2 Solutons Fall 2004 Multple-Choce Questons ) Consder the wage-settng and prce-settng equatons we studed n class. Suppose the markup, µ, equals 0.25, and F(u,z) = -u. What s the natural rate of

More information

Price and Quantity Competition Revisited. Abstract

Price and Quantity Competition Revisited. Abstract rce and uantty Competton Revsted X. Henry Wang Unversty of Mssour - Columba Abstract By enlargng the parameter space orgnally consdered by Sngh and Vves (984 to allow for a wder range of cost asymmetry,

More information

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS

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

More information

Prospect Theory and Asset Prices

Prospect Theory and Asset Prices Fnance 400 A. Penat - G. Pennacch Prospect Theory and Asset Prces These notes consder the asset prcng mplcatons of nvestor behavor that ncorporates Prospect Theory. It summarzes an artcle by N. Barbers,

More information

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton

More information

General Examination in Microeconomic Theory. Fall You have FOUR hours. 2. Answer all questions

General Examination in Microeconomic Theory. Fall You have FOUR hours. 2. Answer all questions HARVARD UNIVERSITY DEPARTMENT OF ECONOMICS General Examnaton n Mcroeconomc Theory Fall 2010 1. You have FOUR hours. 2. Answer all questons PLEASE USE A SEPARATE BLUE BOOK FOR EACH QUESTION AND WRITE THE

More information

STUDY GUIDE FOR TOPIC 1: FUNDAMENTAL CONCEPTS OF FINANCIAL MATHEMATICS. Learning objectives

STUDY GUIDE FOR TOPIC 1: FUNDAMENTAL CONCEPTS OF FINANCIAL MATHEMATICS. Learning objectives Study Gude for Topc 1 1 STUDY GUIDE FOR TOPIC 1: FUNDAMENTAL CONCEPTS OF FINANCIAL MATHEMATICS Learnng objectves After studyng ths topc you should be able to: apprecate the ever-changng envronment n whch

More information

Macroeconomic Theory and Policy

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

More information

Appendix - Normally Distributed Admissible Choices are Optimal

Appendix - Normally Distributed Admissible Choices are Optimal Appendx - Normally Dstrbuted Admssble Choces are Optmal James N. Bodurtha, Jr. McDonough School of Busness Georgetown Unversty and Q Shen Stafford Partners Aprl 994 latest revson September 00 Abstract

More information

4. Greek Letters, Value-at-Risk

4. Greek Letters, Value-at-Risk 4 Greek Letters, Value-at-Rsk 4 Value-at-Rsk (Hull s, Chapter 8) Math443 W08, HM Zhu Outlne (Hull, Chap 8) What s Value at Rsk (VaR)? Hstorcal smulatons Monte Carlo smulatons Model based approach Varance-covarance

More information

Problem Set #4 Solutions

Problem Set #4 Solutions 4.0 Sprng 00 Page Problem Set #4 Solutons Problem : a) The extensve form of the game s as follows: (,) Inc. (-,-) Entrant (0,0) Inc (5,0) Usng backwards nducton, the ncumbent wll always set hgh prces,

More information

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

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

More information

Highlights of the Macroprudential Report for June 2018

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

More information

International Financial Management

International Financial Management Multnatonal Corporatons (MNC Internatonal nancal Management nance ummer 006 xed versus loatng Exchange Rates loatng xed Managed floatng rate Currences float freely n ths, and s (prces are set by supply

More information

Equilibrium in Prediction Markets with Buyers and Sellers

Equilibrium in Prediction Markets with Buyers and Sellers Equlbrum n Predcton Markets wth Buyers and Sellers Shpra Agrawal Nmrod Megddo Benamn Armbruster Abstract Predcton markets wth buyers and sellers of contracts on multple outcomes are shown to have unque

More information

Problem Set 6 Finance 1,

Problem Set 6 Finance 1, Carnege Mellon Unversty Graduate School of Industral Admnstraton Chrs Telmer Wnter 2006 Problem Set 6 Fnance, 47-720. (representatve agent constructon) Consder the followng two-perod, two-agent economy.

More information

Lecture Note 2 Time Value of Money

Lecture Note 2 Time Value of Money Seg250 Management Prncples for Engneerng Managers Lecture ote 2 Tme Value of Money Department of Systems Engneerng and Engneerng Management The Chnese Unversty of Hong Kong Interest: The Cost of Money

More information

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan Volume 3, Issue 1 Partal prvatzaton n prce-settng mxed duopoly Kazuhro Ohnsh Insttute for Basc Economc Scence, Japan Abstract Ths paper nvestgates a prce-settng mxed model nvolvng a prvate frm and a publc

More information

Clearing Notice SIX x-clear Ltd

Clearing Notice SIX x-clear Ltd Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.

More information

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service)

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service) h 7 1 Publc Goods o Rval goods: a good s rval f ts consumpton by one person precludes ts consumpton by another o Excludable goods: a good s excludable f you can reasonably prevent a person from consumng

More information

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular?

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular? INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHATER 1) WHY STUDY BUSINESS CYCLES? The ntellectual challenge: Why s economc groth rregular? The socal challenge: Recessons and depressons cause elfare

More information

Tradable Emissions Permits in the Presence of Trade Distortions

Tradable Emissions Permits in the Presence of Trade Distortions 85 Tradable Emssons Permts n the Presence of Trade Dstortons Shnya Kawahara Abstract Ths paper nvestgates how trade lberalzaton affects domestc emssons tradng scheme n a poltcal economy framework. Developng

More information

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

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

More information

Solution of periodic review inventory model with general constrains

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

More information

Multifactor Term Structure Models

Multifactor Term Structure Models 1 Multfactor Term Structure Models A. Lmtatons of One-Factor Models 1. Returns on bonds of all maturtes are perfectly correlated. 2. Term structure (and prces of every other dervatves) are unquely determned

More information

Labor Market Transitions in Peru

Labor Market Transitions in Peru Labor Market Transtons n Peru Javer Herrera* Davd Rosas Shady** *IRD and INEI, E-mal: jherrera@ne.gob.pe ** IADB, E-mal: davdro@adb.org The Issue U s one of the major ssues n Peru However: - The U rate

More information

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

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

More information

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

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

More information

Facility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh

Facility Location Problem. Learning objectives. Antti Salonen Farzaneh Ahmadzadeh Antt Salonen Farzaneh Ahmadzadeh 1 Faclty Locaton Problem The study of faclty locaton problems, also known as locaton analyss, s a branch of operatons research concerned wth the optmal placement of facltes

More information

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019 5-45/65: Desgn & Analyss of Algorthms January, 09 Lecture #3: Amortzed Analyss last changed: January 8, 09 Introducton In ths lecture we dscuss a useful form of analyss, called amortzed analyss, for problems

More information

Option pricing and numéraires

Option pricing and numéraires Opton prcng and numérares Daro Trevsan Unverstà degl Stud d Psa San Mnato - 15 September 2016 Overvew 1 What s a numerare? 2 Arrow-Debreu model Change of numerare change of measure 3 Contnuous tme Self-fnancng

More information

Mutual Funds and Management Styles. Active Portfolio Management

Mutual Funds and Management Styles. Active Portfolio Management utual Funds and anagement Styles ctve Portfolo anagement ctve Portfolo anagement What s actve portfolo management? How can we measure the contrbuton of actve portfolo management? We start out wth the CP

More information

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

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

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

More information

OPERATIONS RESEARCH. Game Theory

OPERATIONS RESEARCH. Game Theory OPERATIONS RESEARCH Chapter 2 Game Theory Prof. Bbhas C. Gr Department of Mathematcs Jadavpur Unversty Kolkata, Inda Emal: bcgr.umath@gmal.com 1.0 Introducton Game theory was developed for decson makng

More information

Network Analytics in Finance

Network Analytics in Finance Network Analytcs n Fnance Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 14th, 2014 Outlne Introducton: Network Analytcs n Fnance Stock Correlaton Networks Stock Ownershp Networks Board

More information

Assessment of Liquidity Risk Management in Islamic Banking Industry (Case of Indonesia)

Assessment of Liquidity Risk Management in Islamic Banking Industry (Case of Indonesia) Assessment of Lqudty Rsk Management n Islamc Bankng Industry (Case of Indonesa) Paper Presented n The 1 st UK Conference on Islamc Bankng and Fnance Dssertatons London School of Economcs, July 6 th, 2008

More information

Financial Risk Management in Portfolio Optimization with Lower Partial Moment

Financial Risk Management in Portfolio Optimization with Lower Partial Moment Amercan Journal of Busness and Socety Vol., o., 26, pp. 2-2 http://www.ascence.org/journal/ajbs Fnancal Rsk Management n Portfolo Optmzaton wth Lower Partal Moment Lam Weng Sew, 2, *, Lam Weng Hoe, 2 Department

More information

Options Game Modelling for Investment Time and Scale Decision-Making for Distributed Wind Projects

Options Game Modelling for Investment Time and Scale Decision-Making for Distributed Wind Projects Optons Game Modellng for Investment Tme and Scale Decson-Makng for Dstrbuted Wnd Projects Bo YU, Shoujun HUANG,, *, Zongy ZHANG 3 School of Economcs and Busness Admnstraton, Chongqng Unversty, Chongqng

More information

Least Cost Strategies for Complying with New NOx Emissions Limits

Least Cost Strategies for Complying with New NOx Emissions Limits Least Cost Strateges for Complyng wth New NOx Emssons Lmts Internatonal Assocaton for Energy Economcs New England Chapter Presented by Assef A. Zoban Tabors Caramans & Assocates Cambrdge, MA 02138 January

More information

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

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

More information

Optimal policy for FDI incentives: An auction theory approach

Optimal policy for FDI incentives: An auction theory approach European Research Studes, Volume XII, Issue (3), 009 Optmal polcy for FDI ncentves: An aucton theory approach Abstract: Israel Lusk*, Mos Rosenbom** A multnatonal corporaton s (MNC) entry nto a host country

More information

iii) pay F P 0,T = S 0 e δt when stock has dividend yield δ.

iii) pay F P 0,T = S 0 e δt when stock has dividend yield δ. Fnal s Wed May 7, 12:50-2:50 You are allowed 15 sheets of notes and a calculator The fnal s cumulatve, so you should know everythng on the frst 4 revews Ths materal not on those revews 184) Suppose S t

More information

Pivot Points for CQG - Overview

Pivot Points for CQG - Overview Pvot Ponts for CQG - Overvew By Bran Bell Introducton Pvot ponts are a well-known technque used by floor traders to calculate ntraday support and resstance levels. Ths technque has been around for decades,

More information

references Chapters on game theory in Mas-Colell, Whinston and Green

references Chapters on game theory in Mas-Colell, Whinston and Green Syllabus. Prelmnares. Role of game theory n economcs. Normal and extensve form of a game. Game-tree. Informaton partton. Perfect recall. Perfect and mperfect nformaton. Strategy.. Statc games of complete

More information

Networks in Finance and Marketing I

Networks in Finance and Marketing I Networks n Fnance and Marketng I Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 26th, 2012 Outlne n Introducton: Networks n Fnance n Stock Correlaton Networks n Stock Ownershp Networks

More information

A Utilitarian Approach of the Rawls s Difference Principle

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

More information

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

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

More information

An enduring question in macroeconomics: does monetary policy have any important effects on the real (i.e, real GDP, consumption, etc) economy?

An enduring question in macroeconomics: does monetary policy have any important effects on the real (i.e, real GDP, consumption, etc) economy? MONEY AN BONS NOVEMBER 9, 2011 Introducton IS MONETARY POLICY NEUTRAL? An endurng queston n macroeconomcs: does monetary polcy have any mportant effects on the real (.e, real GP, consumpton, etc) economy?

More information

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto Taxaton and Externaltes - Much recent dscusson of polcy towards externaltes, e.g., global warmng debate/kyoto - Increasng share of tax revenue from envronmental taxaton 6 percent n OECD - Envronmental

More information

Wages as Anti-Corruption Strategy: A Note

Wages as Anti-Corruption Strategy: A Note DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty

More information

Finance 402: Problem Set 1 Solutions

Finance 402: Problem Set 1 Solutions Fnance 402: Problem Set 1 Solutons Note: Where approprate, the fnal answer for each problem s gven n bold talcs for those not nterested n the dscusson of the soluton. 1. The annual coupon rate s 6%. A

More information

Investment Management Active Portfolio Management

Investment Management Active Portfolio Management Investment Management Actve Portfolo Management Road Map The Effcent Markets Hypothess (EMH) and beatng the market Actve portfolo management Market tmng Securty selecton Securty selecton: Treynor&Black

More information

Market Opening and Stock Market Behavior: Taiwan s Experience

Market Opening and Stock Market Behavior: Taiwan s Experience Internatonal Journal of Busness and Economcs, 00, Vol., No., 9-5 Maret Openng and Stoc Maret Behavor: Tawan s Experence Q L * Department of Economcs, Texas A&M Unversty, U.S.A. and Department of Economcs,

More information

National Factor Endowment, Sector-specific Intensity, Technological Dependency and Organizational Structure:A Property-right Approach

National Factor Endowment, Sector-specific Intensity, Technological Dependency and Organizational Structure:A Property-right Approach Assocaton for Informaton Systems AIS Electronc brary (AISe WHICEB 05 Proceedngs Wuhan Internatonal Conference on e-busness Summer 6-9-05 Natonal Factor Endowment, Sector-specfc Intensty, Technologcal Dependency

More information

Impacts of Population Aging on Economic Growth and Structure Change in China

Impacts of Population Aging on Economic Growth and Structure Change in China Impacts of Populaton Agng on Economc Growth and Structure Change n Chna The feature of Chnese demographc structure s changng from a hgh fertlty rate, hgh death rate and low lfe expectancy to low fertlty

More information

Macroeconomic Theory and Policy

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

More information

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

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

More information

REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY

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

More information

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

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

More information

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies nform Output Subsdes n Economc nons versus Proft-shftng Export Subsdes Bernardo Moreno nversty of Málaga and José L. Torres nversty of Málaga Abstract Ths paper focuses on the effect of output subsdes

More information

Online Appendix for Merger Review for Markets with Buyer Power

Online Appendix for Merger Review for Markets with Buyer Power Onlne Appendx for Merger Revew for Markets wth Buyer Power Smon Loertscher Lesle M. Marx July 23, 2018 Introducton In ths appendx we extend the framework of Loertscher and Marx (forthcomng) to allow two

More information

Interregional Trade, Industrial Location and. Import Infrastructure*

Interregional Trade, Industrial Location and. Import Infrastructure* Interregonal Trade, Industral Locaton and Import Infrastructure* Toru Kkuch (Kobe Unversty) and Kazumch Iwasa (Kyoto Unversty)** Abstract The purpose of ths study s to llustrate, wth a smple two-regon,

More information

Center for Economic Institutions Working Paper Series

Center for Economic Institutions Working Paper Series Center for Economc Insttutons Workng Paper Seres CEI Workng Paper Seres, No. 2007-4 "The Performance of oregn rms and the Macroeconomc Impact of DI" Kyoj ukao Center for Economc Insttutons Workng Paper

More information

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

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

More information

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

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

More information

Understanding price volatility in electricity markets

Understanding price volatility in electricity markets Proceedngs of the 33rd Hawa Internatonal Conference on System Scences - 2 Understandng prce volatlty n electrcty markets Fernando L. Alvarado, The Unversty of Wsconsn Rajesh Rajaraman, Chrstensen Assocates

More information

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

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

More information

Advisory. Category: Capital

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

More information

Survey of Math: Chapter 22: Consumer Finance Borrowing Page 1

Survey of Math: Chapter 22: Consumer Finance Borrowing Page 1 Survey of Math: Chapter 22: Consumer Fnance Borrowng Page 1 APR and EAR Borrowng s savng looked at from a dfferent perspectve. The dea of smple nterest and compound nterest stll apply. A new term s the

More information

/ Computational Genomics. Normalization

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

More information

Quiz on Deterministic part of course October 22, 2002

Quiz on Deterministic part of course October 22, 2002 Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or

More information

Price Responsiveness of Salmon Supply in the Short and Long Run

Price Responsiveness of Salmon Supply in the Short and Long Run Prce Responsveness of Salmon Supply n the Short and Long Run Krstn Roll, Trude Thomassen and Sgbjørn Tveterås Farmng the Sea, Refsnes 2007 Introducton Productvty growth and compettveness among salmon producers

More information

Using a firm-level survey, this study examines the effects of foreign direct investment and

Using a firm-level survey, this study examines the effects of foreign direct investment and Foregn Drect Investment, Technology Transfer and Frm Performance Sarah Yuetng Tong Hong Kong Insttute of Economcs and Busness Strateges Unversty of Hong Kong Aprl 2001 Abstract: Usng a frm-level survey,

More information

Risk and Return: The Security Markets Line

Risk and Return: The Security Markets Line FIN 614 Rsk and Return 3: Markets Professor Robert B.H. Hauswald Kogod School of Busness, AU 1/25/2011 Rsk and Return: Markets Robert B.H. Hauswald 1 Rsk and Return: The Securty Markets Lne From securtes

More information

New Distance Measures on Dual Hesitant Fuzzy Sets and Their Application in Pattern Recognition

New Distance Measures on Dual Hesitant Fuzzy Sets and Their Application in Pattern Recognition Journal of Artfcal Intellgence Practce (206) : 8-3 Clausus Scentfc Press, Canada New Dstance Measures on Dual Hestant Fuzzy Sets and Ther Applcaton n Pattern Recognton L Xn a, Zhang Xaohong* b College

More information

Final Exam. 7. (10 points) Please state whether each of the following statements is true or false. No explanation needed.

Final Exam. 7. (10 points) Please state whether each of the following statements is true or false. No explanation needed. Fnal Exam Fall 4 Econ 8-67 Closed Book. Formula Sheet Provded. Calculators OK. Tme Allowed: hours Please wrte your answers on the page below each queston. (5 ponts) Assume that the rsk-free nterest rate

More information

UNIVERSITY OF NOTTINGHAM

UNIVERSITY OF NOTTINGHAM UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,

More information

Some Aspects regarding the Dynamic Correlation between Different Types of Strategic Investments in Romania after Integration

Some Aspects regarding the Dynamic Correlation between Different Types of Strategic Investments in Romania after Integration 9th WSEAS Int. Conf. on MATEMATICS & COMUTERS IN USINESS AN ECONOMICS (MCE '08), ucharest, Romana, June 4-6, 008 Some Aspects regardng the ynamc Correlaton between fferent Types of Strategc Investments

More information

Morningstar After-Tax Return Methodology

Morningstar After-Tax Return Methodology Mornngstar After-Tax Return Methodology Mornngstar Research Report 24 October 2003 2003 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar, Inc. Reproducton

More information

The Value of Manufacturing Flexibility: Real Options in Practice

The Value of Manufacturing Flexibility: Real Options in Practice The Value of Manufacturng Flexblty: Real Optons n Practce Author: Jens Bengtsson, PhD-student Department of Producton Economcs Lnköpng Insttute of Technology S-581 83 Lnköpng Internatonal Graduate School

More information

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge Dynamc Analyss of Sharng of Agents wth Heterogeneous Kazuyo Sato Akra Namatame Dept. of Computer Scence Natonal Defense Academy Yokosuka 39-8686 JAPAN E-mal {g40045 nama} @nda.ac.jp Abstract In ths paper

More information

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

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

More information

Market Completeness: How Options Affect Hedging and Investments in the Electricity Sector 1

Market Completeness: How Options Affect Hedging and Investments in the Electricity Sector 1 Market Completeness: How Optons Affect Hedgng and Investments n the Electrcty Sector 1 Bert Wllems TILEC and CenteR, Tlburg Unversty, the Netherlands b.r.r.wllems@uvt.nl Jors Morbee European Commsson 2,

More information

Term Sheet CORE INFRA PORTFOLIO

Term Sheet CORE INFRA PORTFOLIO Term Sheet CORE INFRA PORTFOLIO HIGHLIGHTS/ SUMMARY OF THE PRODUCT Product Name Objectve Investment Horzon Underlyng Asset class Instruments Usage of Dervatves Rsk Sutablty Defned Tenure Repayment Benchmark

More information

Fundamental R&D Spillovers and the Internationalization of a Firm s Research Activities. Bernard Franck* and. Robert F. Owen** February 2003

Fundamental R&D Spillovers and the Internationalization of a Firm s Research Activities. Bernard Franck* and. Robert F. Owen** February 2003 Fundamental R&D Spllovers and the Internatonalzaton of a Frm s Research Actvtes by Bernard Franck* and Robert F. Owen** February 3 Revsed Verson: Comments are most welcome. JEL classfcaton codes: F15,

More information