Although this may seem simplistic, firms competing in prices can obtain three possible outcomes:

Size: px
Start display at page:

Download "Although this may seem simplistic, firms competing in prices can obtain three possible outcomes:"

Transcription

1 Economics 101: handou par i) Hoelling s game Hoelling s game represens a form of compeiion. In is wo inerpreaions, wo enrepreneurs are choosing eiher he locaion of heir business fixing marke prices) or he price of heir goods fixing heir locaions). For he sake of argumen, we assume heir goods are perfec subsiues so ha his is compeiion in he mos sraighforward sense. Alhough Hoelling s iniial paper in 199 did no specify his, mos modern akes on he game represen i as wo merchans rying o arac cusomers from along a beach; we ll assume hey re selling ice cream, bu could jus as well be rashy -shirs or various chochkes. Firms face 0 coss of producion. The beach is represened as he real numbers from 0 o L ha is, he beach is of lengh L and consumers are spread evenly along i. Each consumer desires one serving of ice cream, and doesn care which sore he ges i from. Imporanly, cusomers dislike having o walk along he beach lazy Americans!) and if hey have o walk disance d o ge o he ice cream shop, hey resen i o he une of d where is he cos per uni walked here, we assume ha > 0 and ha he cos is subraced from uiliy; we could also assume ha < 0 and he cos is added o uiliy he mah is idenical bu I consider i simpler o hink abou subracing coss as posiive quaniies; i is ruly a maer of personal preference). To clarify wha is mean when we say, consumers are spread evenly along [he beach], le s use an example: suppose all consumers louging beween 0 and L decide o ge heir ice cream from firm A, while all consumers lounging beween L and L decide o ge heir ice cream from firm B. We hen say ha firm A sells L 0 = L unis of ice cream, while firm B sells L L = L unis. Mahemaically, each so-called consumer is infiniesimal, and we inegrae he mass of consumers going o a paricular ice cream shop o deermine ha firm s marke demand. However, since we assume ha cusomers are evenly disribued we can avoid any idea of inegraion and jus look a inervals conaining cusomers which go o one firm or anoher. Since cusomers don care one way or anoher which firm hey ge ice cream from, and hey really wan he one uni hey demand, heir choice of supplier will revolve around wo hings: he price he firms are charging, and he disance o walk o one firm or anoher. A his poin, i will be useful o assume ha firm A is locaed a poin a, and firm B is locaed a poin b along he boardwalk. To keep analysis simple, we ll assume ha a < b. Suppose ha some consumer is locaed a poin x along he beach. If his cusomer buys ice cream from firm A, she will have o pay price p A for he ice cream cone and will also have o walk x a o ge o he shop. Her ransporaion cos is hen x a, giving her a oal cos of p A + x a. Similarly, if she ges ice cream from firm B her oal cos will be p B + x b. Since she wans ice cream no maer wha, she will look only o minimize her cos and will buy from firm A if p A + x a < p B + x b, from firm B if p B + x b < p A + x a, and we will allow her behaviour o vary as fis our needs if she is indifferen beween he wo. Alhough his may seem simplisic, firms compeing in prices can obain hree possible oucomes: a) The firm can be oupriced by is rival, and obain 0 profis. b) The firm can ouprice is rival and receive he enire marke. Is profis are hen Lp i. c) The firm can share he marke wih is rival and receive m i as a fracion of he marke. Is profis are hen m i p i. Since hose facs are fairly obvious, a good quesion is when one siuaion or anoher migh obain. We ll assume ha we re alking abou firm A for now; hopefully i s obvious how his discussion will generalize o firm B s problem. a) Suppose firm A is oupriced by firm B, and π A = 0. Then by assumpion, no cusomer wans o purchase from firm A; formally, for all x, p A + x a > p B + x b. Suppose ha x > b; hen we February 1, 011 1

2 Economics 101: handou par i) have This ells us p A + x a) = p A + x a > p B + x b = p B + x b) p A > p B + a b) Similarly, suppose x < a; hen we have p A + a x) = p A + x a > p B + x b = p B + b x) This ells us p A > p B + b a) Lasly, suppose a < x < b; hen we have p A + x a) = p A + x a > p B + x b = p B + b x) This ells us p A > p B + a + b x) We can use algebra o see ha p B + b a) > p B + a + b x) > p B + a b) So for his zero-marke condiion o hold, we need p A > p B + b a) b) Suppose firm A ouprices firm B, and π A = Lp A. This is simply he converse of he firs siuaion above in which firm B ouprices firm A and so by analogy his will happen when p A < p B b a) c) Suppose he firms spli he marke. From he previous wo analyses, his will happen when p A p B b a), p B + b a) ) Firsly, noice ha since he marke is spli here mus be some cusomer x who is willing o buy from firm A, p A + x a < p B + x b. Suppose ha his cusomer is such ha x < b. Two cases arise if you like, skip pas his since i s jus a mess of algebra): x [a, b). Pick some x, a x < x. Then x a = x a < x a = x a, and x b = b x > b x = x b. So we have p A + x a < p A + x a < p B + x b < p B + x b and he cusomer a x prefers firm A o firm B on a price basis. x a. Pick some x < x. Then x a = a x = a x x + x = a x + x x and Then we see x b = b x = b x x + x = b x + x x p A + x a = p A + a x + x x < p B + b x + x x = p B + x b February 1, 011

3 Economics 101: handou par i) and so any consumer o he lef of x also prefers firm A o firm B. Pick some x, x < x a. Then x a = a x = a x x + x = a x x x and x b = b x = b x x + x = b x x x Then we see p A + x a = p A + a x x x < p B + b x x x = p B + x b and so any consumer beween x and a also prefers firm A o firm B. The moral of he sory is ha if he consumer a x prefers firm A o firm B, all consumers o he lef of x also prefer firm A o firm B. Similar logic will apply o hose consumers who prefer firm B coninuing o he righ of any one consumer who prefers firm B. This moral is derived from his: if he consumer a x prefers firm A o firm B, hen he consumer a a will prefer firm A o firm B. Then all cusomer o he lef of a prefer firm A o firm B. The analogous resul for firm B will hold, noing ha if here is a consumer wih x > b who prefers firm A o firm B hen no consumers wih x > b will prefer firm B as if here was such a cusomer x, all cusomers beween b and L would prefer B, conradicing he fac ha x > b prefers A). So in order o spli he marke, here mus be some consumer x and some consumer y, boh beween a and b, one of whom prefers firm A and one of whom prefers firm B. If his is he case, hen here is a consumer x who is perfecly indifferen beween purchasing ice cream from firm A and purchasing ice cream from firm B. This cusomer s coss mus be p A + x a) = p B + b x ) = x = 1 b + a + p ) B p A where we were able o do away wih absolue values since a < x < b. From he previous discussion, all consumers o he lef of x mus prefer firm A o firm B, and all consumers o he righ of x mus prefer firm B o firm A. Firm A s profis are hen π A = p A x = 1 p A b + a + p ) B p A So we now know profis in he hree cases, in which firm A obains none of he marke, some of he marke paricularly he lef porion of he marke), and all of he marke. Suppose for now ha he wo firms share he marke. We can compue bes responses in he usual way, by aking derivaives. Similarly, for firm B, 1 max π A p A, p B ) = max p A p A p A = 0 = b + a + p B p A = p A = 1 b + a) + p B) max p B π B p B, p A ) = max p B = 0 = L 1 p B b + a + p B p A p A ) b + a + p B p A L 1 b + a + p B p A = p B = L 1 b + a) p A) ) p B )) February 1, 011

4 Economics 101: handou par i) To find a candidae Nash equilibrium, we subsiue in o find he poin in prices) a which he wo besresponse funcions cross. p A = 1 b + a) + L 1 ) b + a) p A) 4 p A = 1 ) 1 b + a) + L p A = 1 L + b + a) To find candidae p B, we can eiher apply he same mehod o obain he crossing poin or jus subsiue in for wha we now know p A o be. p B = L 1 b + a) 1 ) L + b + a) p B = 4 L 1 b + a)) p B = 1 4L b + a)) So we now have he prices which will be used if firms A and B are forced/decide o share he marke. This allows us o explicily compue he locaion of he indifferen consumer, x = 1 b + a + p B ) p A x = 1 b + a + 1 ) 4L b + a) L + b + a)) x = 1 b + a + 1 ) L b + a)) From his, we obain x = 1 L + b + a) 6 π A p A, p B) = p Ax [ ] [ 1 1 = L + b + a) 6 πa = L + b + a) 18 ] L + b + a) π B p A, p B) = p B L x ) [ ] 1 = 4L b + a)) [L 16 ] L + b + a) = 4L b + a)) L 1 ) 6 b + a) πb = 4L b + a)) 18 Now we mus address he quesion of when he firms prefer o share he marke. Since 18 > 0, profis a he opimum are always posiive his is obvious for firm A; you can check algebraically ha a < b L implies 4L b + a) > 0). So we know ha neiher firm has incenive o deviae so ha i loses all of he marke o is rival and obains 0 profis. February 1, 011 4

5 Economics 101: handou par i) However, will a firm wan o undercu is rival o obain he enire marke? We can check his for firm A alone, as he logic will hold idenically for firm B. Recall ha firm A obains he enire marke if i ses p A < p B b a). When we seup he problem, we allowed for some fudging of consumer indifference condiions, so le s say his: if he consumer is indifferen beween firm A and firm B, he will buy ice cream from he firm wih he lower price for is good no considering ransporaion coss). Then firm A can obain he enire marke by seing p A p B b a); since any price under his boundary does no affec is demand curve, firm A will choose he larges price allowable and will se p A = p B b a). A his price, profis are π A = L p B b a) ) = L 4L b + a) b a)) = L L b + a) Wih hese profis in mind, will firm A ever wan o ouprice firm B? We check hese profis agains is profis from sharing he marke. L L b + a) L + b + a) 18 1L L b + a) L + b + a) 4L 4Lb + 1La 4L + 4Lb + 4La + b + ba + a 0L 8Lb + 8La b + ba + a If he lef-hand side is bigger, firm A prefers o seal he marke from B; if he righ-hand side is bigger, firm A prefers o share he marke. Since his mah is ugly, le s ry a few cases o see wha s going on. b = L. Then he relaion above is 0L 8L + 8La = 8L + 8La L + La + a Since a < b = L, he lef-hand side is always smaller han he righ-hand side and firm A prefers o share he marke regardless. Tha is, if firm B s posiion is disadvanageous enough firm A is willing o share raher han undercu, osensibly because firm A will obain very few cusomers from undercuing firm B. Noe ha his will hold if b is sufficienly close o L. a = 0. Then he relaion above is 0L 8Lb + 8La = 0L 8Lb b = b + ab + a Then he lef-hand side will be larger so long as b + 8Lb 0L < 0 According o he quadraic formula, he roos for his form are 8L ± 8L) + 80L = 14 ± ) 16 L Since his is an upward-facing quadraic in b, we see ha he lef-hand side is larger when b 14L 16L, 14L + 16L). Clearly, he lef-hand bound of his inerval is negaive and ou of he range of his quesion. So according o he righ-hand bound, if b < 0.697L he lef-hand side of he profi comparison inequaliy is larger, and firm A will prefer o seal he marke from firm B. February 1, 011 5

6 Economics 101: handou par i) Here s he kicker: suppose ha we have a siuaion in which firm A does prefer o seal he marke from firm B. Firm B has a well-defined bes response o his acion by firm A: since i chooses p B = L 1 b + a) + 1 p A is bes response will fall when p A drops. Noably, since b + a < L is price will be posiive so long as p A is posiive. So here is no poin a which A can seal he enire marke and earn posiive profis! This is a case in which Nash equilibrium does no necessarily exis; evenually, o coninue undercuing firm B firm A will need o se prices o be negaive, which is clearly a supid decision. Is opion hen is o share he marke, bu if he wo firms choose o share he marke firm A wans o undercu! There is no equilibrium his parameerizaion of his game. So in order o obain Nash equilibrium, we need b o be sufficienly large compared o a. If his condiion holds as represened in he profi comparison inequaliy above) hen he Nash equilibrium in prices will be p A = 1 L + b + a)) p B = 1 4L b + a)) Noe ha in class we did no have his issue: we made he seemingly innocuous assumpion ha every consumer o he lef of firm A will buy from firm A since she mus walk pas firm A o ge o firm B). While his assumpion isn unreasonable on is face, we can now see ha i changes he oucome of he game measurably noably, i makes Nash equilibrium in prices exis where i may no wihou he assumpion! We could, of course, inroduce mechanisms o suppor his decision in a fi of inervenion, he governmen mandaes ha you canno walk pas an ice cream shop wihou buying some ice cream) bu ha was no he spiri in which he assumpion was inroduced in secion. Imporanly, if he exisence of Nash equilibrium requires b o be significanly large relaive o a, all previous argumens from secion) abou making his a wo-sage game in which locaion is chosen firs fall apar. As you recall, we decided ha i was only reasonable for he wo firms o locae a he same poin; bu he small-deviaions argumen assumed price compeiion had a well-defined Nash equilibrium! Since we canno rely on his anymore, he locaion game argumen becomes somewha nonsensical. Wha causes Nash equilibrium o no exis here? In a word, disconinuiy. The individual firms besresponse funcions are disconinuous in he acions of heir opponens: if p B is high enough, firm A seals he enire marke. A he poin a which p B ransiions from firm A waning o share o firm A waning o seal, firm A s profis jump from he sharing level o he sealing level since i capures a nonnegligible marke segmen from an infiniesimal change in price. This jump causes issues wih he exisence of Nash equilibrium. Hoelling s locaion game To wrap up, le s discuss a simpler version of Hoelling s game. In his model, marke prices are fixed a p and he firms are choosing a and b, he locaion of heir ice cream sands. Since prices are idenical, consumers will walk o he firm which is closer. If firms are equidisan, we can hink of a consumer as having a 50% chance of going o eiher locaion his will make more sense when we apply i laer). Assume ha firms choose locaions a and b, a < b. Since prices are idenical, we see from above) ha x = 1 a + b + p ) B p A = 1 a + b) February 1, 011 6

7 Economics 101: handou par i) Tha is, he indifferen consumer is locaed exacly halfway beween firms A and B his holds regardless of wheher a < b or b < a, bu le s keep he convenion going). Then firm A s profis are π A = px = p a + b) Since a < b, here is some a such ha a < a < b. Then we have p a + b) < p a + b) so firm A prefers o deviae o locaion a raher han remain a a. This argumen holds for all a < b, so we canno have a < b in a Nash equilibrium. Noice ha we could say he same hing abou supporing a Nash equilibrium wih b < a. So our only candidae for Nash equilibrium is a = b, boh firms locaing a he same poin. If his is he case, each firm is equidisan o all consumers, so each consumer has a 50% chance of going o eiher firm. Think of i his way: you walk down he beach boardwalk o ge ice cream, and here are wo no-name ice cream shacks righ nex o each oher charging he same price. Absen any oher informaion Yelp is no allowed), you ll jus randomly choose which one you go o. Wih his consrucion, each firm receives 50% of he marke, or L Lp consumers. Profis o each firm are. Suppose ha a = b > L. Firm A can choose a such ha L < a < a, and p a + b) > Lp So by shifing a lile closer o he cener of he marke firm A is able o earn higher profis. Firm B faces he same decision, so a = b > L canno consiue a Nash equilibrium. Similarly, if a = b < L boh firms also face an incenive o shif closer o he cener of he marke, alhough in his case hey are deviaing righward. This ells us ha our only candidae equilibrium is a = b = L. Suppose firm A deviaes o some a < a from his sraegy. Then is profis are p a + b) = a p + Lp 4 < ap + Lp 4 = Lp So by deviaing i reduces is own payoff. I follows ha Nash equilibrium in he Hoelling locaion game where prices are exogenously fixed by he marke! is boh firms locaing a he same poin, each precisely halfway along he beach. Now, many people consider his o be a reason for why gas saions ofen crowd he same corner, or you find auo-repair shops all along he same drag in a own. There is some meri o his argumen, bu here are addiional complexiies regarding zoning and oher concerns which sar confounding he issue. Hoelling s analysis has found a much differen home, however, in he world of poliical heory. Consider he elecorae of a counry as exising along a one-dimensional coninuum of beliefs he poliical beach, if you will); a candidae who wans o win office mus selec a locaion along his coninuum find a poliical posiion o campaign for and hen arac voers. If voers are fixed in heir locaions along he coninuum, i urns ou o be opimal for poliical candidaes o locae precisely along he middle of he poliical specrum; since middle is a lile bi of a weasel word, i will help o menion ha his phenomenon is referred o as he Median Voer Theorem and is well-described on Wikipedia). Of course, i makes some silly assumpions poliical beliefs are no one-dimensional, alhough in a wo-pary sysem hey can appear o be bu we can acually see his inuiively in American elecions: in he primaries, candidaes end o sake ou more exreme posiions han in he general elecions. This is because in he primaries, he middle of he poliical specrum is exremely skewed Republican candidaes face only, roughly, he righ half of he specrum while Democraic candidaes face only he lef half) while in he general elecion a candidae will face he elecorae as a whole. Poliical commenaors ofen bring his up when discussing how a candidae s abiliy o appeal o her base may negaively reflec on her chances of winning he overall elecion. February 1, 011 7

Appendix B: DETAILS ABOUT THE SIMULATION MODEL. contained in lookup tables that are all calculated on an auxiliary spreadsheet.

Appendix B: DETAILS ABOUT THE SIMULATION MODEL. contained in lookup tables that are all calculated on an auxiliary spreadsheet. Appendix B: DETAILS ABOUT THE SIMULATION MODEL The simulaion model is carried ou on one spreadshee and has five modules, four of which are conained in lookup ables ha are all calculaed on an auxiliary

More information

Problem Set 1 Answers. a. The computer is a final good produced and sold in Hence, 2006 GDP increases by $2,000.

Problem Set 1 Answers. a. The computer is a final good produced and sold in Hence, 2006 GDP increases by $2,000. Social Analysis 10 Spring 2006 Problem Se 1 Answers Quesion 1 a. The compuer is a final good produced and sold in 2006. Hence, 2006 GDP increases by $2,000. b. The bread is a final good sold in 2006. 2006

More information

Technological progress breakthrough inventions. Dr hab. Joanna Siwińska-Gorzelak

Technological progress breakthrough inventions. Dr hab. Joanna Siwińska-Gorzelak Technological progress breakhrough invenions Dr hab. Joanna Siwińska-Gorzelak Inroducion Afer The Economis : Solow has shown, ha accumulaion of capial alone canno yield lasing progress. Wha can? Anyhing

More information

Problem 1 / 25 Problem 2 / 25 Problem 3 / 11 Problem 4 / 15 Problem 5 / 24 TOTAL / 100

Problem 1 / 25 Problem 2 / 25 Problem 3 / 11 Problem 4 / 15 Problem 5 / 24 TOTAL / 100 Deparmen of Economics Universiy of Maryland Economics 35 Inermediae Macroeconomic Analysis Miderm Exam Suggesed Soluions Professor Sanjay Chugh Fall 008 NAME: The Exam has a oal of five (5) problems and

More information

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model.

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model. Macroeconomics II A dynamic approach o shor run economic flucuaions. The DAD/DAS model. Par 2. The demand side of he model he dynamic aggregae demand (DAD) Inflaion and dynamics in he shor run So far,

More information

Final Exam Answers Exchange Rate Economics

Final Exam Answers Exchange Rate Economics Kiel Insiu für Welwirhschaf Advanced Sudies in Inernaional Economic Policy Research Spring 2005 Menzie D. Chinn Final Exam Answers Exchange Rae Economics This exam is 1 ½ hours long. Answer all quesions.

More information

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator,

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator, 1 2. Quaniy and price measures in macroeconomic saisics 2.1. Long-run deflaion? As ypical price indexes, Figure 2-1 depics he GD deflaor, he Consumer rice ndex (C), and he Corporae Goods rice ndex (CG)

More information

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory UCLA Deparmen of Economics Fall 2016 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and you are o complee each par. Answer each par in a separae bluebook. All

More information

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression Mah Modeling Lecure 17: Modeling of Daa: Linear Regression Page 1 5 Mahemaical Modeling Lecure 17: Modeling of Daa: Linear Regression Inroducion In modeling of daa, we are given a se of daa poins, and

More information

a) No constraints on import- export, no limit on reservoir, all water in the first period The monopoly optimisation problem is:

a) No constraints on import- export, no limit on reservoir, all water in the first period The monopoly optimisation problem is: Monopoly and rade Monopoly conrol impors, bu akes expor price as given. a No consrains on impor- expor, no limi on reservoir, all waer in he firs period he monopoly opimisaion problem is: Max p ( x x +

More information

MA Advanced Macro, 2016 (Karl Whelan) 1

MA Advanced Macro, 2016 (Karl Whelan) 1 MA Advanced Macro, 2016 (Karl Whelan) 1 The Calvo Model of Price Rigidiy The form of price rigidiy faced by he Calvo firm is as follows. Each period, only a random fracion (1 ) of firms are able o rese

More information

Unemployment and Phillips curve

Unemployment and Phillips curve Unemploymen and Phillips curve 2 of The Naural Rae of Unemploymen and he Phillips Curve Figure 1 Inflaion versus Unemploymen in he Unied Saes, 1900 o 1960 During he period 1900 o 1960 in he Unied Saes,

More information

Economic Growth Continued: From Solow to Ramsey

Economic Growth Continued: From Solow to Ramsey Economic Growh Coninued: From Solow o Ramsey J. Bradford DeLong May 2008 Choosing a Naional Savings Rae Wha can we say abou economic policy and long-run growh? To keep maers simple, le us assume ha he

More information

FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004

FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004 FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004 This exam has 50 quesions on 14 pages. Before you begin, please check o make sure ha your copy has all 50 quesions and all 14 pages.

More information

Bond Prices and Interest Rates

Bond Prices and Interest Rates Winer erm 1999 Bond rice Handou age 1 of 4 Bond rices and Ineres Raes A bond is an IOU. ha is, a bond is a promise o pay, in he fuure, fixed amouns ha are saed on he bond. he ineres rae ha a bond acually

More information

Horizontal Product Differentiation: Disclosure and Competition

Horizontal Product Differentiation: Disclosure and Competition Horizonal Produc Differeniaion: Disclosure and Compeiion Mariya Teeryanikova Universiy of Vienna, Ausria. Maaren C.W. Janssen Universiy of Vienna, Ausria. January 31, 2012 This Version Absrac The unravelling

More information

LIDSTONE IN THE CONTINUOUS CASE by. Ragnar Norberg

LIDSTONE IN THE CONTINUOUS CASE by. Ragnar Norberg LIDSTONE IN THE CONTINUOUS CASE by Ragnar Norberg Absrac A generalized version of he classical Lidsone heorem, which deals wih he dependency of reserves on echnical basis and conrac erms, is proved in

More information

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard)

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard) ANSWER ALL QUESTIONS CHAPTERS 6-9; 18-20 (Blanchard) Quesion 1 Discuss in deail he following: a) The sacrifice raio b) Okun s law c) The neuraliy of money d) Bargaining power e) NAIRU f) Wage indexaion

More information

Econ 546 Lecture 4. The Basic New Keynesian Model Michael Devereux January 2011

Econ 546 Lecture 4. The Basic New Keynesian Model Michael Devereux January 2011 Econ 546 Lecure 4 The Basic New Keynesian Model Michael Devereux January 20 Road map for his lecure We are evenually going o ge 3 equaions, fully describing he NK model The firs wo are jus he same as before:

More information

ECON Lecture 5 (OB), Sept. 21, 2010

ECON Lecture 5 (OB), Sept. 21, 2010 1 ECON4925 2010 Lecure 5 (OB), Sep. 21, 2010 axaion of exhausible resources Perman e al. (2003), Ch. 15.7. INODUCION he axaion of nonrenewable resources in general and of oil in paricular has generaed

More information

The Mathematics Of Stock Option Valuation - Part Four Deriving The Black-Scholes Model Via Partial Differential Equations

The Mathematics Of Stock Option Valuation - Part Four Deriving The Black-Scholes Model Via Partial Differential Equations The Mahemaics Of Sock Opion Valuaion - Par Four Deriving The Black-Scholes Model Via Parial Differenial Equaions Gary Schurman, MBE, CFA Ocober 1 In Par One we explained why valuing a call opion as a sand-alone

More information

Introduction. Enterprises and background. chapter

Introduction. Enterprises and background. chapter NACE: High-Growh Inroducion Enerprises and background 18 chaper High-Growh Enerprises 8 8.1 Definiion A variey of approaches can be considered as providing he basis for defining high-growh enerprises.

More information

SMALL MENU COSTS AND LARGE BUSINESS CYCLES: AN EXTENSION OF THE MANKIW MODEL

SMALL MENU COSTS AND LARGE BUSINESS CYCLES: AN EXTENSION OF THE MANKIW MODEL SMALL MENU COSTS AND LARGE BUSINESS CYCLES: AN EXTENSION OF THE MANKIW MODEL 2 Hiranya K. Nah, Sam Houson Sae Universiy Rober Srecher, Sam Houson Sae Universiy ABSTRACT Using a muli-period general equilibrium

More information

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be?

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be? Problem Se 4 ECN 101 Inermediae Macroeconomics SOLUTIONS Numerical Quesions 1. Assume ha he demand for real money balance (M/P) is M/P = 0.6-100i, where is naional income and i is he nominal ineres rae.

More information

An Incentive-Based, Multi-Period Decision Model for Hierarchical Systems

An Incentive-Based, Multi-Period Decision Model for Hierarchical Systems Wernz C. and Deshmukh A. An Incenive-Based Muli-Period Decision Model for Hierarchical Sysems Proceedings of he 3 rd Inernaional Conference on Global Inerdependence and Decision Sciences (ICGIDS) pp. 84-88

More information

Macroeconomics. Part 3 Macroeconomics of Financial Markets. Lecture 8 Investment: basic concepts

Macroeconomics. Part 3 Macroeconomics of Financial Markets. Lecture 8 Investment: basic concepts Macroeconomics Par 3 Macroeconomics of Financial Markes Lecure 8 Invesmen: basic conceps Moivaion General equilibrium Ramsey and OLG models have very simple assumpions ha invesmen ino producion capial

More information

(a) Assume that the entrepreneur is willing to undertake the project, and analyze the problem from the point of view of the outside investor.

(a) Assume that the entrepreneur is willing to undertake the project, and analyze the problem from the point of view of the outside investor. Problem Se # Soluions Course 4.454 Macro IV TA: Todd Gormley, gormley@mi.edu Disribued: November 9, 004 Due: Tuesday, November 3, 004 [in class]. Financial Consrains (via Cosly Sae Verificaion) Consider

More information

Money in a Real Business Cycle Model

Money in a Real Business Cycle Model Money in a Real Business Cycle Model Graduae Macro II, Spring 200 The Universiy of Nore Dame Professor Sims This documen describes how o include money ino an oherwise sandard real business cycle model.

More information

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values Documenaion: Philadelphia Fed's Real-Time Daa Se for Macroeconomiss Firs-, Second-, and Third-Release Values Las Updaed: December 16, 2013 1. Inroducion We documen our compuaional mehods for consrucing

More information

Microeconomic Sources of Real Exchange Rate Variability

Microeconomic Sources of Real Exchange Rate Variability Microeconomic Sources of Real Exchange Rae Variabiliy By Mario J. Crucini and Chris Telmer Discussed by Moren O. Ravn THE PAPER Crucini and Telmer find ha (a) The cross-secional variance of LOP level violaions

More information

Chapter Outline CHAPTER

Chapter Outline CHAPTER 8-0 8-1 Chaper Ouline CHAPTER 8 Sraegy and Analysis in Using Ne Presen Value 8.1 Decision Trees 8.2 Sensiiviy Analysis, Scenario Analysis, and Break-Even Analysis 8.3 Mone Carlo Simulaion 8. Opions 8.5

More information

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS

OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Kuwai Chaper of Arabian Journal of Business and Managemen Review Vol. 3, No.6; Feb. 2014 OPTIMUM FISCAL AND MONETARY POLICY USING THE MONETARY OVERLAPPING GENERATION MODELS Ayoub Faramarzi 1, Dr.Rahim

More information

CHAPTER CHAPTER26. Fiscal Policy: A Summing Up. Prepared by: Fernando Quijano and Yvonn Quijano

CHAPTER CHAPTER26. Fiscal Policy: A Summing Up. Prepared by: Fernando Quijano and Yvonn Quijano Fiscal Policy: A Summing Up Prepared by: Fernando Quijano and vonn Quijano CHAPTER CHAPTER26 2006 Prenice Hall usiness Publishing Macroeconomics, 4/e Olivier lanchard Chaper 26: Fiscal Policy: A Summing

More information

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs Wach ou for he impac of Scoish independence opinion polls on UK s borrowing coss Cosas Milas (Universiy of Liverpool; email: cosas.milas@liverpool.ac.uk) and Tim Worrall (Universiy of Edinburgh; email:

More information

DEBT INSTRUMENTS AND MARKETS

DEBT INSTRUMENTS AND MARKETS DEBT INSTRUMENTS AND MARKETS Zeroes and Coupon Bonds Zeroes and Coupon Bonds Ouline and Suggesed Reading Ouline Zero-coupon bonds Coupon bonds Bond replicaion No-arbirage price relaionships Zero raes Buzzwords

More information

COOPERATION WITH TIME-INCONSISTENCY. Extended Abstract for LMSC09

COOPERATION WITH TIME-INCONSISTENCY. Extended Abstract for LMSC09 COOPERATION WITH TIME-INCONSISTENCY Exended Absrac for LMSC09 By Nicola Dimiri Professor of Economics Faculy of Economics Universiy of Siena Piazza S. Francesco 7 53100 Siena Ialy Dynamic games have proven

More information

Problem 1 / 25 Problem 2 / 25 Problem 3 / 30 Problem 4 / 20 TOTAL / 100

Problem 1 / 25 Problem 2 / 25 Problem 3 / 30 Problem 4 / 20 TOTAL / 100 Deparmen of Economics Universiy of Maryland Economics 325 Inermediae Macroeconomic Analysis Final Exam Professor Sanjay Chugh Spring 2009 May 16, 2009 NAME: TA S NAME: The Exam has a oal of four (4) problems

More information

REGULATION: UNCERTAINTY AND OTHER ISSUES

REGULATION: UNCERTAINTY AND OTHER ISSUES RGULATION: UNCRTAINTY AND OTHR ISSUS I Taxes and permis wih uncerainy We saw in he previous noes ha axes and radeable permis are idenical, excep ha he governmen may allocae he iniial permis and herefore

More information

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium)

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium) 5. Inflaion-linked bonds Inflaion is an economic erm ha describes he general rise in prices of goods and services. As prices rise, a uni of money can buy less goods and services. Hence, inflaion is an

More information

Advanced Forecasting Techniques and Models: Time-Series Forecasts

Advanced Forecasting Techniques and Models: Time-Series Forecasts Advanced Forecasing Techniques and Models: Time-Series Forecass Shor Examples Series using Risk Simulaor For more informaion please visi: www.realopionsvaluaion.com or conac us a: admin@realopionsvaluaion.com

More information

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods,

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods, Openness in Goods and Financial Markes CHAPTER CHAPTER18 Openness in Goods, and Openness has hree disinc dimensions: 1. Openness in goods markes. Free rade resricions include ariffs and quoas. 2. Openness

More information

Stylized fact: high cyclical correlation of monetary aggregates and output

Stylized fact: high cyclical correlation of monetary aggregates and output SIMPLE DSGE MODELS OF MONEY PART II SEPTEMBER 27, 2011 Inroducion BUSINESS CYCLE IMPLICATIONS OF MONEY Sylized fac: high cyclical correlaion of moneary aggregaes and oupu Convenional Keynesian view: nominal

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? ONETARY OLICY IN THE INFINITE-ERIOD ECONOY: SHORT-RUN EFFECTS NOVEBER 6, 20 oneary olicy Analysis: Shor-Run Effecs IS ONETARY OLICY NEUTRAL? An enduring quesion in macroeconomics: does moneary policy have

More information

Spring 2011 Social Sciences 7418 University of Wisconsin-Madison

Spring 2011 Social Sciences 7418 University of Wisconsin-Madison Economics 32, Sec. 1 Menzie D. Chinn Spring 211 Social Sciences 7418 Universiy of Wisconsin-Madison Noes for Econ 32-1 FALL 21 Miderm 1 Exam The Fall 21 Econ 32-1 course used Hall and Papell, Macroeconomics

More information

Output: The Demand for Goods and Services

Output: The Demand for Goods and Services IN CHAPTER 15 how o incorporae dynamics ino he AD-AS model we previously sudied how o use he dynamic AD-AS model o illusrae long-run economic growh how o use he dynamic AD-AS model o race ou he effecs

More information

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6 CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T J KEHOE MACROECONOMICS I WINTER PROBLEM SET #6 This quesion requires you o apply he Hodrick-Presco filer o he ime series for macroeconomic variables for he

More information

Objectives for Exponential Functions Activity

Objectives for Exponential Functions Activity Objecives for Recognize siuaions having a consan percen change as exponenial Creae an exponenial model given wo poins Creae and inerpre an exponenial model in a conex Compound ineres problems Perform exponenial

More information

Evaluating Projects under Uncertainty

Evaluating Projects under Uncertainty Evaluaing Projecs under Uncerainy March 17, 4 1 Projec risk = possible variaion in cash flows 2 1 Commonly used measure of projec risk is he variabiliy of he reurn 3 Mehods of dealing wih uncerainy in

More information

You should turn in (at least) FOUR bluebooks, one (or more, if needed) bluebook(s) for each question.

You should turn in (at least) FOUR bluebooks, one (or more, if needed) bluebook(s) for each question. UCLA Deparmen of Economics Spring 05 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and each par is worh 0 poins. Pars and have one quesion each, and Par 3 has

More information

Reconciling Gross Output TFP Growth with Value Added TFP Growth

Reconciling Gross Output TFP Growth with Value Added TFP Growth Reconciling Gross Oupu TP Growh wih Value Added TP Growh Erwin Diewer Universiy of Briish Columbia and Universiy of New Souh Wales ABSTRACT This aricle obains relaively simple exac expressions ha relae

More information

Financial Econometrics Jeffrey R. Russell Midterm Winter 2011

Financial Econometrics Jeffrey R. Russell Midterm Winter 2011 Name Financial Economerics Jeffrey R. Russell Miderm Winer 2011 You have 2 hours o complee he exam. Use can use a calculaor. Try o fi all your work in he space provided. If you find you need more space

More information

1.2 A CATALOG OF ESSENTIAL FUNCTIONS

1.2 A CATALOG OF ESSENTIAL FUNCTIONS SETION. A ATALOG OF ESSENTIAL FUNTIONS. A ATALOG OF ESSENTIAL FUNTIONS V Pla he Video V EXAMPLE A Table liss he average carbon dioide level in he amosphere, measured in pars per million a Mauna Loa Observaor

More information

Macroeconomics II THE AD-AS MODEL. A Road Map

Macroeconomics II THE AD-AS MODEL. A Road Map Macroeconomics II Class 4 THE AD-AS MODEL Class 8 A Road Map THE AD-AS MODEL: MICROFOUNDATIONS 1. Aggregae Supply 1.1 The Long-Run AS Curve 1.2 rice and Wage Sickiness 2.1 Aggregae Demand 2.2 Equilibrium

More information

INSTITUTE OF ACTUARIES OF INDIA

INSTITUTE OF ACTUARIES OF INDIA INSIUE OF ACUARIES OF INDIA EAMINAIONS 23 rd May 2011 Subjec S6 Finance and Invesmen B ime allowed: hree hours (9.45* 13.00 Hrs) oal Marks: 100 INSRUCIONS O HE CANDIDAES 1. Please read he insrucions on

More information

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23

San Francisco State University ECON 560 Summer 2018 Problem set 3 Due Monday, July 23 San Francisco Sae Universiy Michael Bar ECON 56 Summer 28 Problem se 3 Due Monday, July 23 Name Assignmen Rules. Homework assignmens mus be yped. For insrucions on how o ype equaions and mah objecs please

More information

Process of convergence dr Joanna Wolszczak-Derlacz. Lecture 4 and 5 Solow growth model (a)

Process of convergence dr Joanna Wolszczak-Derlacz. Lecture 4 and 5 Solow growth model (a) Process of convergence dr Joanna Wolszczak-Derlacz ecure 4 and 5 Solow growh model a Solow growh model Rober Solow "A Conribuion o he Theory of Economic Growh." Quarerly Journal of Economics 70 February

More information

Market and Information Economics

Market and Information Economics Marke and Informaion Economics Preliminary Examinaion Deparmen of Agriculural Economics Texas A&M Universiy May 2015 Insrucions: This examinaion consiss of six quesions. You mus answer he firs quesion

More information

China s Model of Managing the Financial System by Markus Brunnermeier, Michael Sockin, and Wei Xiong

China s Model of Managing the Financial System by Markus Brunnermeier, Michael Sockin, and Wei Xiong China s Model of Managing he Financial Sysem by Markus Brunnermeier, Michael Sockin, and Wei Xiong Discussion by Neil D. Pearson Universiy of Illinois a Urbana Champaign May 9, 2017 Elemens of he Model

More information

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables ECONOMICS RIPOS Par I Friday 7 June 005 9 Paper Quaniaive Mehods in Economics his exam comprises four secions. Secions A and B are on Mahemaics; Secions C and D are on Saisics. You should do he appropriae

More information

ECONOMIC GROWTH. Student Assessment. Macroeconomics II. Class 1

ECONOMIC GROWTH. Student Assessment. Macroeconomics II. Class 1 Suden Assessmen You will be graded on he basis of In-class aciviies (quizzes worh 30 poins) which can be replaced wih he number of marks from he regular uorial IF i is >=30 (capped a 30, i.e. marks from

More information

Exam 1. Econ520. Spring 2017

Exam 1. Econ520. Spring 2017 Exam 1. Econ520. Spring 2017 Professor Luz Hendricks UNC Insrucions: Answer all quesions. Clearly number your answers. Wrie legibly. Do no wrie your answers on he quesion shees. Explain your answers do

More information

Lecture notes on the Theory of Non-renewable Resources

Lecture notes on the Theory of Non-renewable Resources 1 Updaed 18.2.4 EON4925 Resource economics, Spring 24 Olav Bjerkhol: Lecure noes on he heory of Non-renewable Resources 2. he Hoelling rule for prices of exhausible resources In LN-1 we found ha he resource

More information

Ma 093 and MA 117A - Exponential Models. Topic 1 Compound Interest

Ma 093 and MA 117A - Exponential Models. Topic 1 Compound Interest Ma 093 and MA 117A - Eponenial Models Topic 1 Compound Ineres 15) Compound Ineres A person invess $7000 a 10% ineres compounded annuall. a) Find an equaion for he value of he invesmen afer ears. = a* b

More information

Section 4 The Exchange Rate in the Long Run

Section 4 The Exchange Rate in the Long Run Secion 4 he Exchange Rae in he Long Run 1 Conen Objecives Purchasing Power Pariy A Long-Run PPP Model he Real Exchange Rae Summary 2 Objecives o undersand he law of one price and purchasing power pariy

More information

Aggregate Demand Aggregate Supply 1 Y. f P

Aggregate Demand Aggregate Supply 1 Y. f P ublic Aairs 974 Menzie D. Chinn Fall 202 Social Sciences 748 Universiy o Wisconsin-Madison Aggregae Demand Aggregae Supply. The Basic Model wih Expeced Inlaion Se o Zero Consider he hillips curve relaionship:

More information

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting

Finance Solutions to Problem Set #6: Demand Estimation and Forecasting Finance 30210 Soluions o Problem Se #6: Demand Esimaion and Forecasing 1) Consider he following regression for Ice Cream sales (in housands) as a funcion of price in dollars per pin. My daa is aken from

More information

Aggregate and Workforce Planning (Huvudplanering)

Aggregate and Workforce Planning (Huvudplanering) Aggregae and Workforce Planning (Huvudplanering) Producion and Invenory Conrol (MPS) MIO030 The main reference for his maerial is he book Facory Physics by W. Hopp and M.L Spearman, McGraw-Hill, 200. Wha

More information

Data-Driven Demand Learning and Dynamic Pricing Strategies in Competitive Markets

Data-Driven Demand Learning and Dynamic Pricing Strategies in Competitive Markets Daa-Driven Demand Learning and Dynamic Pricing Sraegies in Compeiive Markes Pricing Sraegies & Dynamic Programming Rainer Schlosser, Marin Boissier, Mahias Uflacker Hasso Planer Insiue (EPIC) April 30,

More information

Question 1 / 15 Question 2 / 15 Question 3 / 28 Question 4 / 42

Question 1 / 15 Question 2 / 15 Question 3 / 28 Question 4 / 42 Deparmen of Applied Economics Johns Hopkins Universiy Economics 602 Macroeconomic Theory and olicy Final Exam rofessor Sanjay Chugh Fall 2008 December 8, 2008 NAME: The Exam has a oal of four (4) quesions

More information

Economics 301 Fall Name. Answer all questions. Each sub-question is worth 7 points (except 4d).

Economics 301 Fall Name. Answer all questions. Each sub-question is worth 7 points (except 4d). Name Answer all quesions. Each sub-quesion is worh 7 poins (excep 4d). 1. (42 ps) The informaion below describes he curren sae of a growing closed economy. Producion funcion: α 1 Y = K ( Q N ) α Producion

More information

Economics 602 Macroeconomic Theory and Policy Problem Set 9 Professor Sanjay Chugh Spring 2012

Economics 602 Macroeconomic Theory and Policy Problem Set 9 Professor Sanjay Chugh Spring 2012 Deparmen of Applied Economics Johns Hopkins Universiy Economics 602 Macroeconomic Theory and Policy Prolem Se 9 Professor Sanjay Chugh Spring 2012 1. Sock, Bonds, Bills, and he Financial Acceleraor. In

More information

Two ways to we learn the model

Two ways to we learn the model Two ways o we learn he model Graphical Inerface: Model Algebra: The equaion you used in your SPREADSHEET. Corresponding equaion in he MODEL. There are four core relaionships in he model: you have already

More information

Market Models. Practitioner Course: Interest Rate Models. John Dodson. March 29, 2009

Market Models. Practitioner Course: Interest Rate Models. John Dodson. March 29, 2009 s Praciioner Course: Ineres Rae Models March 29, 2009 In order o value European-syle opions, we need o evaluae risk-neural expecaions of he form V (, T ) = E [D(, T ) H(T )] where T is he exercise dae,

More information

Multiple Choice Questions Solutions are provided directly when you do the online tests.

Multiple Choice Questions Solutions are provided directly when you do the online tests. SOLUTIONS Muliple Choice Quesions Soluions are provided direcly when you do he online ess. Numerical Quesions 1. Nominal and Real GDP Suppose han an economy consiss of only 2 ypes of producs: compuers

More information

ECO 301 MACROECONOMIC THEORY UNIVERSITY OF MIAMI DEPARTMENT OF ECONOMICS PRACTICE FINAL EXAM Instructor: Dr. S. Nuray Akin

ECO 301 MACROECONOMIC THEORY UNIVERSITY OF MIAMI DEPARTMENT OF ECONOMICS PRACTICE FINAL EXAM Instructor: Dr. S. Nuray Akin ECO 301 MACROECONOMIC THEORY UNIVERSITY OF MIAMI DEPARTMENT OF ECONOMICS PRACTICE FINAL EXAM Insrucor: Dr. S. Nuray Akin Name: ID: Insrucions: This exam consiss of 12 pages; please check your examinaion

More information

A Decision Model for Investment Timing Using Real Options Approach

A Decision Model for Investment Timing Using Real Options Approach A Decision Model for Invesmen Timing Using Real Opions Approach Jae-Han Lee, Jae-Hyeon Ahn Graduae School of Managemen, KAIST 207-43, Cheongrangri-Dong, Dongdaemun-Ku, Seoul, Korea ABSTRACT Real opions

More information

Multi-Time-Scale Decision Making for Strategic Agent Interactions

Multi-Time-Scale Decision Making for Strategic Agent Interactions Proceedings of he 2010 Indusrial Engineering Research Conference A. Johnson and J. Miller eds. Muli-Time-Scale Decision Making for Sraegic Agen Ineracions Chrisian Wernz Virginia Tech Blacksburg VA 24060

More information

Inventory Investment. Investment Decision and Expected Profit. Lecture 5

Inventory Investment. Investment Decision and Expected Profit. Lecture 5 Invenory Invesmen. Invesmen Decision and Expeced Profi Lecure 5 Invenory Accumulaion 1. Invenory socks 1) Changes in invenory holdings represen an imporan and highly volaile ype of invesmen spending. 2)

More information

Volatility and Hedging Errors

Volatility and Hedging Errors Volailiy and Hedging Errors Jim Gaheral Sepember, 5 1999 Background Derivaive porfolio bookrunners ofen complain ha hedging a marke-implied volailiies is sub-opimal relaive o hedging a heir bes guess of

More information

A Theory of Tax Effects on Economic Damages. Scott Gilbert Southern Illinois University Carbondale. Comments? Please send to

A Theory of Tax Effects on Economic Damages. Scott Gilbert Southern Illinois University Carbondale. Comments? Please send to A Theory of Tax Effecs on Economic Damages Sco Gilber Souhern Illinois Universiy Carbondale Commens? Please send o gilbers@siu.edu ovember 29, 2012 Absrac This noe provides a heoreical saemen abou he effec

More information

Risk-Neutral Probabilities Explained

Risk-Neutral Probabilities Explained Risk-Neural Probabiliies Explained Nicolas Gisiger MAS Finance UZH ETHZ, CEMS MIM, M.A. HSG E-Mail: nicolas.s.gisiger @ alumni.ehz.ch Absrac All oo ofen, he concep of risk-neural probabiliies in mahemaical

More information

Dynamic Programming Applications. Capacity Expansion

Dynamic Programming Applications. Capacity Expansion Dynamic Programming Applicaions Capaciy Expansion Objecives To discuss he Capaciy Expansion Problem To explain and develop recursive equaions for boh backward approach and forward approach To demonsrae

More information

12. Exponential growth simulation.

12. Exponential growth simulation. 1. Exponenial growh simulaion. Mos people hink of exponenial growh as being growh ha is very fas. However, exponenial growh has a precise meaning a populaion grows exponenially when is growh rae is proporional

More information

A Simple Method for Consumers to Address Uncertainty When Purchasing Photovoltaics

A Simple Method for Consumers to Address Uncertainty When Purchasing Photovoltaics A Simple Mehod for Consumers o Address Uncerainy When Purchasing Phoovolaics Dr. Thomas E. Hoff Clean Power Research 10 Glen C. Napa, CA 94558 www.clean-power.com Dr. Rober Margolis Naional Renewable Energy

More information

1 Purpose of the paper

1 Purpose of the paper Moneary Economics 2 F.C. Bagliano - Sepember 2017 Noes on: F.X. Diebold and C. Li, Forecasing he erm srucure of governmen bond yields, Journal of Economerics, 2006 1 Purpose of he paper The paper presens

More information

The Impact of Switching Costs on Closing of Service Branches

The Impact of Switching Costs on Closing of Service Branches The mpac of wiching Coss on Closing of ervice Branches Mira G. Baron Economics Group Faculy of ndusrial Engineering and Managemen Technion srael nsiue of Technology aifa 3000, RAEL EMAL: mbaron@x.echnion.ac.il

More information

Exponential Functions Last update: February 2008

Exponential Functions Last update: February 2008 Eponenial Funcions Las updae: February 2008 Secion 1: Percen Growh and Decay Any quaniy ha increases or decreases by a consan percenage is said o change eponenially. Le's look a a few eamples o undersand

More information

Population growth and intra-specific competition in duckweed

Population growth and intra-specific competition in duckweed Populaion growh and inra-specific compeiion in duckweed We will use a species of floaing aquaic plan o invesigae principles of populaion growh and inra-specific compeiion, in oher words densiy-dependence.

More information

CHAPTER 3 How to Calculate Present Values. Answers to Practice Questions

CHAPTER 3 How to Calculate Present Values. Answers to Practice Questions CHAPTER 3 How o Calculae Presen Values Answers o Pracice Quesions. a. PV $00/.0 0 $90.53 b. PV $00/.3 0 $9.46 c. PV $00/.5 5 $ 3.5 d. PV $00/. + $00/. + $00/. 3 $40.8. a. DF + r 0.905 r 0.050 0.50% b.

More information

Optimal Tax-Timing and Asset Allocation when Tax Rebates on Capital Losses are Limited

Optimal Tax-Timing and Asset Allocation when Tax Rebates on Capital Losses are Limited Opimal Tax-Timing and Asse Allocaion when Tax Rebaes on Capial Losses are Limied Marcel Marekwica This version: January 15, 2007 Absrac Since Consaninides (1983) i is well known ha in a marke where capial

More information

Chapter 10: The Determinants of Dividend Policy

Chapter 10: The Determinants of Dividend Policy Chaper 10: The Deerminans of Dividend Policy 1. True True False 2. This means ha firms generally prefer no o change dividends, paricularly downwards. One explanaion for his is he clienele hypohesis. Tha

More information

Aid, Policies, and Growth

Aid, Policies, and Growth Aid, Policies, and Growh By Craig Burnside and David Dollar APPENDIX ON THE NEOCLASSICAL MODEL Here we use a simple neoclassical growh model o moivae he form of our empirical growh equaion. Our inenion

More information

May 2007 Exam MFE Solutions 1. Answer = (B)

May 2007 Exam MFE Solutions 1. Answer = (B) May 007 Exam MFE Soluions. Answer = (B) Le D = he quarerly dividend. Using formula (9.), pu-call pariy adjused for deerminisic dividends, we have 0.0 0.05 0.03 4.50 =.45 + 5.00 D e D e 50 e = 54.45 D (

More information

The macroeconomic effects of fiscal policy in Greece

The macroeconomic effects of fiscal policy in Greece The macroeconomic effecs of fiscal policy in Greece Dimiris Papageorgiou Economic Research Deparmen, Bank of Greece Naional and Kapodisrian Universiy of Ahens May 22, 23 Email: dpapag@aueb.gr, and DPapageorgiou@bankofgreece.gr.

More information

An Introduction to PAM Based Project Appraisal

An Introduction to PAM Based Project Appraisal Slide 1 An Inroducion o PAM Based Projec Appraisal Sco Pearson Sanford Universiy Sco Pearson is Professor of Agriculural Economics a he Food Research Insiue, Sanford Universiy. He has paricipaed in projecs

More information

If You Are No Longer Able to Work

If You Are No Longer Able to Work If You Are No Longer Able o Work NY STRS A Guide for Making Disabiliy Reiremen Decisions INTRODUCTION If you re forced o sop working because of a serious illness or injury, you and your family will be

More information

Empirical analysis on China money multiplier

Empirical analysis on China money multiplier Aug. 2009, Volume 8, No.8 (Serial No.74) Chinese Business Review, ISSN 1537-1506, USA Empirical analysis on China money muliplier SHANG Hua-juan (Financial School, Shanghai Universiy of Finance and Economics,

More information

Pricing formula for power quanto options with each type of payoffs at maturity

Pricing formula for power quanto options with each type of payoffs at maturity Global Journal of Pure and Applied Mahemaics. ISSN 0973-1768 Volume 13, Number 9 (017, pp. 6695 670 Research India Publicaions hp://www.ripublicaion.com/gjpam.hm Pricing formula for power uano opions wih

More information

1. To express the production function in terms of output per worker and capital per worker, divide by N: K f N

1. To express the production function in terms of output per worker and capital per worker, divide by N: K f N THE LOG RU Exercise 8 The Solow Model Suppose an economy is characerized by he aggregae producion funcion / /, where is aggregae oupu, is capial and is employmen. Suppose furher ha aggregae saving is proporional

More information

Money/monetary policy issues an enduring fascination in macroeconomics. How can/should central bank control the economy? Should it/can it at all?

Money/monetary policy issues an enduring fascination in macroeconomics. How can/should central bank control the economy? Should it/can it at all? SIMPLE DSGE MODELS OF MONEY PART I SEPTEMBER 22, 211 Inroducion BASIC ISSUES Money/moneary policy issues an enduring fascinaion in macroeconomics How can/should cenral bank conrol he economy? Should i/can

More information