A simple Consumption-based Capital Asset Pricing Model

Size: px
Start display at page:

Download "A simple Consumption-based Capital Asset Pricing Model"

Transcription

1 simle Consumtion-based Caital sset Priing Model Integrated wit MCandless and Wallae Kjetil Storesletten Setember 3, Introdution Purose of leture: understand te onsumtion-based aital asset riing model CCPM. Questions:. ow does risk affet te rie of assets and te equity remium? 2. wi assets ay a ig exeted return? 6. Environment ssume te oulation is onstant, N t =N for all t, and tat endowments are idential aross individuals and time: ere are two assets in tis eonomy, ω t =[ω,ω 2 ]. rivate borrowing and lending, aying a risk-free rate of return r t. 2. units of land, yielding an unertain ro dt er unit of land. ssume tat te yieldineaeriodt is stoasti: were σ [0,d. us, dt = d + ε t +σ wit robability ε t 2 σ wit robability 2 Eε t = 0 varε t = σ 2

2 ssume referenes are time-searable and idential aross individuals and time: u t t t, t t +=u t t + u t t +. e funtion u. is assumed to be differentiable and onave tese roerties of u guarantee tat u t is onvex and differentiable, see leture. 6.2 Solving te individual s roblem Wen te return on land is stoasti and referenes are time-additive, agents maximize exeted utility. at is, agents solve max E n t u t t + u {a t,l t t + o t} subjet to budget onstraints: t t ω l t ta t t t + ω 2 + rtl t+t ++d + εt +a t Note tat te exetation oerator E t is te exetation onditional on information at time t, i.e. te exetation of te stoasti variable εt +. e solution to te individual s roblem an be found by substituting te budget onstraints into te utility funtion and differentiating te exeted utility wit reset to individual demand for lending l t and land a t For lending l t we ave tat for land a t: d 0 = dl t E n t u t t + u t t + o u t t t t t t l t + u t t + t t + t t + l t u t t + r t u t t + t t t t +. d 0 = da t E n t u t t + u t t + o u t t t t t t a t + u t t + t t + t t + a t t u t t + [t ++d + εt +] u t t + t t t t

3 Note tat in order for te Þrst order equations to be suffiient onditions for otimum, tere must be no borrowing or sortsale onstraints for te agents. Sine t t isknownineriodt, any funtion of t t an be taken outside te exetations sign, and equations and 2 an be rewritten to get wat is alled te fundamental asset riing equations: r t t u t+ t t t+ u t t t t u0 [t ++d + εt +] t t + u 0 t t u t t+ t t+ u t t t t u0 t t + [t ++d + εt +] u 0 t t Note also tat sine equations 3 and 4 must old for any agent, all agents agree on te ries in equilibrium. 6.3 Solving for te ometitive equilibrium e ometitive equilibrium requires i individual otimization, and ii market learing see DeÞnition in leture. ree markets are required to lear for ea eriod t:. te market for rivate lending, wi requires 2. te market for land, wi requires 3. tegoodsmarket,wirequires Nt = t t+ Nt = Nt = Nt = t t += l t =0. a t =. Nt = ω t t+ Nt = ω t t ++dt. Sine all individuals {, 2,...,Nt} in any generation t are idential same endowments and same referenes, teir otimal demand for lending, l t, and land, a t, 3 4 3

4 must be te same for all. Hene, in any ometitive equilibrium it must be tat asset demands for all are given by l t = 0 5 a t = Nt = N. 6 Claim: market learing for land and rivate lending guarantees goods market learing. Proof: In tis ase, total onsumtion for te young and te old in eriod t are given by Nt = Nt = t t = t t = Nt = Summing bot equations, we get Nt = Ã Nt = ω t Nt Ã! ω 2 +t+d + εt = Nω 2 +t+d + εt = Nω 2 + t + dt t t+ Nt = i.e. market learing in te goods market. QED = Nω t! Nt t t =Nω + Nω 2 + dt, Wat remains now is to Þnd ries t and rt for ea t su tat asset demands are given by 5 and 6. Sine te environment is stationary, we guess on a stationary equilibrium, i.e. t = and rt =r for all t. Moreover, exloiting te market learing onditions for l t and a t i.e. equations 5-6, we an rewrite te asset riing equations 3-4 as r u 0 ω 2 +[ + d + εt +]/N = E t u 0 ω /N = E t u 0 ω 2 +[ + d + εt +]/N u 0 ω /N [ + d + εt +] Sine equations 7 and 8 inororates individual otimization for all agents, and sine tey also imly market learing in all markets, tese equations are now our equilibrium onditions. 6.4 Imosing furter restritions In order to get sarer results, we need to make some assumtions about referenes, ro, and endowments

5 6.4. isk neutral agents isk neutral referenes means tat te utility funtion is linear in onsumtion, so tat marginal utility is a onstant: u = α u 0 = u = α e equilibrium onditions equations 7 and 8 ten beome ¾ ½ α = E t = r α ½ ¾ α = E t α [ + d + ε t +] = [ + d]+e t {ε t +} = [ + d], wi imlies te same relation between rie of land and te interest rate on rivate lending, namely r = + d =. One useful alternative way of exressing te differenes between te risky asset and te safe asset is to onsider te differenes in terms of exeted return. Let ˆr denote te exeted risk remium, i.e. te exeted return on land minus te return on lending: ˆr + d + εt + = + d r r + E t εt + Bottom line: unertainty don t matter beause agents are indifferent to risk risk neutral isk averse agents more interesting ase is wen agents are risk averse i.e. dislike risk. In order to solve tis ase in a simle way, we make two restritions. Preferenes are assumed to be logaritmi, i.e.: u = log u 0 =. is is also labeled te exeted exess return on land relative to te safe asset. 5 =0

6 Given our notation, tis means tat u t is given by t t, t t + =log t t+log t t + u t 2. Endowments are assumed to be ω t =[ω, 0] for all agents. Given restritions and 2, te seond equilibrium ondition 8 simliþes to ω /N = E t [ + d + εt +] [ + d + εt +]/N wi yields = wi yields r = µ N ω N +, ω.eþrst equilibrium ondition 7 ten simliþes to ω /N = E t [ + d + εt +]/N = E t = 2 = + ω + ω +d + εt +/N + ω ω + +d + σ /N ω + + d/n ω d 2 N + ω r = + + ω = + d + ω + ω +d σ /N 2, 9 N σ 2 + N d ω N ω + + /N dσ2 σ 2 + d. Note tat in order to arrive at equation 9, we used te deþnition of te stoasti variable ε t +from setion 6. above. Note te following fats:. ere an only be one stationary equilibrium. 2. If land is risk-free, i.e. σ =0,ten ereturnonlandequalstereturnonlending,r = +d,asinterisk neutral ase. e rie of land equals te disounted value of te future endowments, = d. r 6

7 3. e only asets of te risky asset tat matter for ries are te exeted ro, d, and te variane of te ro, σ e exeted equity remium is now ˆr + d + εt + r + d + εt + + d + σ 2 εt + = + d + E t = + + ω N ω /N + dσ2 σ 2 + d Bottom line, te equity remium is dereasing in d and inreasing in σ Wat assets get ig exeted return? Suose we introdue a new asset in te eonomy, a tree yielding a ro ft er tree. ssume tat te yield in ea eriod t is stoasti: us, ft = d + δ t +s wit robability δ t 2 s wit robability 2 E f t = d = E d t Eδ t = 0 varδ t = s 2 Moreover, assume tat te yield on te tree is orrelated wit te yield on te land, orr δ t,ε t =M. o failitate notation, deþne m t+ u t t+ t t+ u t t t t u 0 t t + = = u 0 t t MS t,t+ e asset riing equations ten beome r t {m t+ } 0 t {[t ++d + εt +]m t+ } 7

8 Using te asset riing equation 4, te rie of te tree, t, an be omuted as n t t ++d + δt + i o m t+ n t+ m t+ o were t+ t ++d + δt + t istereturnontetreeineriodt +. Using te deþnition we ave ov x, y =E x y E x E y, n t+ m t+ o ewriting and using equation 0, we get Substituting in m t+,weave = ov t t+,m t+ + Et n t+ o Et {m t+ } n o E t t+ = E t {m t+ } ov t t+,m t+ E t {m t+ } = r t ov t t+,m t+ E t {m t+ } t+,u 0 t t + n o ov E t t t+ = r t E t {u 0 t t +} = r t std t+ orr t+,u 0 t t + std u0 t t + E t {u 0 t t +} Note tat te term u 0 t t anels beause it an be taken outside of te onditional exetations terms and so it aears in bot te denominator and te enumerator, i.e. if k is a onstant and x and y are random variables, ten ov,y x k E x k = Wat do we lean from equation? ov x, y k E x = k ov x, y. E x. e risk remium on an asset is linear in std t+. 8

9 2. n asset wit ig variane var t+ but zero orrelation wit u 0 t t +gets no remium over te risk free rate. e only reason an asset gets a ositive or negative risk remium i.e. an exeted return larger or smaller tan r t istat it rovides ositive or negative insurane against onsumtion ßutuations. 3. n asset wi rovides a low return wen u 0 t t + is ig as a negative orrelation, orr t+,u 0 t t + < 0, and terefore gets a ig exeted return. If te utility funtion is onave agents are risk averse, and referenes are onvex, as deþnedinleture,tenu 0 is ig wen is low. us, tis asset ays a low return wen onsumtion is low. No investors would want to old tis asset if te exeted return was equal to te risk-free rate! us, it must ave a ositive risk remium in order to indue eole to old it. 4. Conversely, an asset wit ositive orrelation wit u 0 t t +as negative orrelation wit t t +and terefore els to smoot onsumtion. Peole would terefore like to old it, even if te exeted return is lower tan te riskfree rate. Insurane is an examle of an asset wit tese arateristis; i.e., it ays off only wen onsumtion is low, and it as a negative exeted return. 5. e risk remium is inreasing in std u 0 t t +. us, if eiter t t +is very variable or te marginal utility u 0 t t + is very stee i.e. te utility funtion u is very onave, ten te risk remium beomes big. 9

SAMPLE CHAPTERS UNESCO EOLSS INVESTMENT MODELS. Ulrich Rieder University of Ulm, Germany

SAMPLE CHAPTERS UNESCO EOLSS INVESTMENT MODELS. Ulrich Rieder University of Ulm, Germany INVESMEN MODELS Ulrih Rieder University of Ulm, Germany Keywords: meanvariane ortfolio seletion, Markowitz model, minimum variane ortfolio, twofund searation, HARAutility, BlakSholes model, stohasti dynami

More information

Lecture 6 International Trade Theory 1/2008 The Specific Factor Model Kornkarun Kungpanidchakul, Ph.D

Lecture 6 International Trade Theory 1/2008 The Specific Factor Model Kornkarun Kungpanidchakul, Ph.D Leture 6 International Trade Theory 1/2008 The Seii Fator Model Kornkarun Kunganidhakul, Ph.D The seii ator model is one o the attemt to imrove the Heksher- Ohlin model by removing the assumtion that both

More information

Economics of Strategy (ECON 4550) Maymester 2015 Game Theoretic Models of Oligopoly

Economics of Strategy (ECON 4550) Maymester 2015 Game Theoretic Models of Oligopoly Eonomis of trategy (ECN 55) Maymester 5 Game Theoreti Models of ligooly Reading: The Right Game: Use Game Theory to hae trategy (ECN 55 Courseak, Page 5) and Partsometer Priing (ECN 55 Courseak, Page )

More information

EconS Advanced Microeconomics II Handout on Moral Hazard

EconS Advanced Microeconomics II Handout on Moral Hazard EconS 503 - dvanced Microeconomics II Handout on Moral Hazard. Maco-Stadler, C. 3 #6 Consider a relationsi between a rincial and an agent in wic only two results, valued at 50,000 and 25,000 are ossible.

More information

3.1 THE 2 2 EXCHANGE ECONOMY

3.1 THE 2 2 EXCHANGE ECONOMY Essential Microeconomics -1-3.1 THE 2 2 EXCHANGE ECONOMY Private goods economy 2 Pareto efficient allocations 3 Edgewort box analysis 6 Market clearing prices and Walras Law 14 Walrasian Equilibrium 16

More information

Economics 325 Intermediate Macroeconomic Analysis Practice Problem Set 1 Suggested Solutions Professor Sanjay Chugh Spring 2011

Economics 325 Intermediate Macroeconomic Analysis Practice Problem Set 1 Suggested Solutions Professor Sanjay Chugh Spring 2011 Department of Eonomis Universit of Marland Eonomis 35 Intermediate Maroeonomi Analsis Pratie Problem Set Suggested Solutions Professor Sanja Chugh Spring 0. Partial Derivatives. For eah of the following

More information

1 < = α σ +σ < 0. Using the parameters and h = 1/365 this is N ( ) = If we use h = 1/252, the value would be N ( ) =

1 < = α σ +σ < 0. Using the parameters and h = 1/365 this is N ( ) = If we use h = 1/252, the value would be N ( ) = Chater 6 Value at Risk Question 6.1 Since the rice of stock A in h years (S h ) is lognormal, 1 < = α σ +σ < 0 ( ) P Sh S0 P h hz σ α σ α = P Z < h = N h. σ σ (1) () Using the arameters and h = 1/365 this

More information

Interest Rates in Trade Credit Markets

Interest Rates in Trade Credit Markets Interest ates in Trade Credit Markets Klênio Barbosa Bano BBM klenio@eon.u-rio.br Humberto Moreira EPGE FGV humberto@fgv.br February 10, 2004 Walter Novaes PUC-io novaes@eon.u-rio.br Abstrat There is evidene

More information

Supplemental Material: Buyer-Optimal Learning and Monopoly Pricing

Supplemental Material: Buyer-Optimal Learning and Monopoly Pricing Sulemental Material: Buyer-Otimal Learning and Monooly Pricing Anne-Katrin Roesler and Balázs Szentes February 3, 207 The goal of this note is to characterize buyer-otimal outcomes with minimal learning

More information

Capital Allocation, Portfolio Enhancement and Performance Measurement : A Unified Approach *)

Capital Allocation, Portfolio Enhancement and Performance Measurement : A Unified Approach *) Caital Alloation, Portfolio Enhanement and Performane Measurement : A Unified Aroah *) Winfried G. Hallerbah ** ) Aril 30, 2003 * ) I d like to thank artiiants of the EURO Working Grou on Finanial Modeling

More information

Economics 2202 (Section 05) Macroeconomic Theory Practice Problem Set 3 Suggested Solutions Professor Sanjay Chugh Fall 2014

Economics 2202 (Section 05) Macroeconomic Theory Practice Problem Set 3 Suggested Solutions Professor Sanjay Chugh Fall 2014 Department of Eonomis Boston College Eonomis 2202 (Setion 05) Maroeonomi Theory Pratie Problem Set 3 Suggested Solutions Professor Sanjay Chugh Fall 2014 1. Interation of Consumption Tax and Wage Tax.

More information

a) Give an example of a case when an (s,s) policy is not the same as an (R,Q) policy. (2p)

a) Give an example of a case when an (s,s) policy is not the same as an (R,Q) policy. (2p) roblem a) Give an example of a case wen an (s,s) policy is not te same as an (R,) policy. (p) b) Consider exponential smooting wit te smooting constant α and moving average over N periods. Ten, tese two

More information

ACC 471 Practice Problem Set # 4 Fall Suggested Solutions

ACC 471 Practice Problem Set # 4 Fall Suggested Solutions ACC 471 Practice Problem Set # 4 Fall 2002 Suggested Solutions 1. Text Problems: 17-3 a. From put-call parity, C P S 0 X 1 r T f 4 50 50 1 10 1 4 $5 18. b. Sell a straddle, i.e. sell a call and a put to

More information

CONSUMPTION-LABOR FRAMEWORK SEPTEMBER 19, (aka CONSUMPTION-LEISURE FRAMEWORK) THE THREE MACRO (AGGREGATE) MARKETS. The Three Macro Markets

CONSUMPTION-LABOR FRAMEWORK SEPTEMBER 19, (aka CONSUMPTION-LEISURE FRAMEWORK) THE THREE MACRO (AGGREGATE) MARKETS. The Three Macro Markets CONSUMPTION-LABOR FRAMEWORK (aka CONSUMPTION-LEISURE FRAMEWORK) SEPTEMBER 19, 2011 The Three Maro Markets THE THREE MACRO (AGGREGATE) MARKETS Goods Markets P Labor Markets Finanial/Capital/Savings/Asset

More information

Managing and Identifying Risk

Managing and Identifying Risk Managing and Identifying Risk Fall 2011 All of life is te management of risk, not its elimination Risk is te volatility of unexpected outcomes. In te context of financial risk te volatility is in: 1. te

More information

Lecture 8: Asset pricing

Lecture 8: Asset pricing BURNABY SIMON FRASER UNIVERSITY BRITISH COLUMBIA Paul Klein Office: WMC 3635 Phone: (778) 782-9391 Email: paul klein 2@sfu.ca URL: http://paulklein.ca/newsite/teaching/483.php Economics 483 Advanced Topics

More information

PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS

PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS Revised June 10, 2003 PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS Franklin M. Fiser Jane Berkowitz Carlton and Dennis William Carlton Professor of Economics Massacusetts

More information

U. Carlos III de Madrid CEMFI. Meeting of the BIS Network on Banking and Asset Management Basel, 9 September 2014

U. Carlos III de Madrid CEMFI. Meeting of the BIS Network on Banking and Asset Management Basel, 9 September 2014 Search hfor Yield David Martinez-MieraMiera Rafael Reullo U. Carlos III de Madrid CEMFI Meeting of the BIS Network on Banking and Asset Management Basel, 9 Setember 2014 Motivation (i) Over the ast decade

More information

Econ 455 Answers - Problem Set Consider a small country (Belgium) with the following demand and supply curves for cloth:

Econ 455 Answers - Problem Set Consider a small country (Belgium) with the following demand and supply curves for cloth: Spring 000 Eon 455 Harvey Lapan Eon 455 Answers - Problem Set 4 1. Consider a small ountry (Belgium) with the following demand and supply urves for loth: Supply = 3P ; Demand = 60 3P Assume Belgium an

More information

Some Propositions on Intergenerational Risk Sharing, Social Security and Self-Insurance

Some Propositions on Intergenerational Risk Sharing, Social Security and Self-Insurance MA Munih ersonal ee Arhie Some roositions on Intergenerational isk Sharing Soial Seurity and SelfInsurane Aoki Takaaki State Uniersity of New York at Buffalo Deartment of Eonomis August 6 Online at htt://mra.ub.unimuenhen.de/684/

More information

Northwestern University School of Law

Northwestern University School of Law Northwestern University Shool of aw aw and Eonomis Paers Year 2003 Paer 28 Manufaturer iability for arms Caused by Consumers to Others Brue. ay Kathryn E. Sier arvard aw Shool Northwestern University -

More information

Number of Municipalities. Funding (Millions) $ April 2003 to July 2003

Number of Municipalities. Funding (Millions) $ April 2003 to July 2003 Introduction Te Department of Municipal and Provincial Affairs is responsible for matters relating to local government, municipal financing, urban and rural planning, development and engineering, and coordination

More information

Utility Indifference Pricing and Dynamic Programming Algorithm

Utility Indifference Pricing and Dynamic Programming Algorithm Chapter 8 Utility Indifference ricing and Dynamic rogramming Algorithm In the Black-Scholes framework, we can perfectly replicate an option s payoff. However, it may not be true beyond the Black-Scholes

More information

Asset Pricing and Equity Premium Puzzle. E. Young Lecture Notes Chapter 13

Asset Pricing and Equity Premium Puzzle. E. Young Lecture Notes Chapter 13 Asset Pricing and Equity Premium Puzzle 1 E. Young Lecture Notes Chapter 13 1 A Lucas Tree Model Consider a pure exchange, representative household economy. Suppose there exists an asset called a tree.

More information

ECON 200 EXERCISES (1,1) (d) Use your answer to show that (b) is not the equilibrium price vector if. that must be satisfied?

ECON 200 EXERCISES (1,1) (d) Use your answer to show that (b) is not the equilibrium price vector if. that must be satisfied? ECON 00 EXERCISES 4 EXCHNGE ECONOMY 4 Equilibrium in an ecange economy Tere are two consumers and wit te same utility function U ( ) ln H {, } Te aggregate endowment is tat prices sum to Tat is ( p, p)

More information

Managing and Identifying Risk

Managing and Identifying Risk Managing and Identifying Risk Spring 2008 All of life is te management of risk, not its elimination Risk is te volatility of unexpected outcomes. In te context of financial risk it can relate to volatility

More information

Importantly, note that prices are not functions of the expenditure on advertising that firm 1 makes during the first period.

Importantly, note that prices are not functions of the expenditure on advertising that firm 1 makes during the first period. ECONS 44 STRATEGY AND GAME THEORY HOMEWORK #4 ANSWER KEY Exerise - Chapter 6 Watson Solving by bakward indution:. We start from the seond stage of the game where both firms ompete in pries. Sine market

More information

Lecture 8: Introduction to asset pricing

Lecture 8: Introduction to asset pricing THE UNIVERSITY OF SOUTHAMPTON Paul Klein Office: Murray Building, 3005 Email: p.klein@soton.ac.uk URL: http://paulklein.se Economics 3010 Topics in Macroeconomics 3 Autumn 2010 Lecture 8: Introduction

More information

Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies

Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies Jon Guyton Wei Liu Micael Sebastiani Internal Revenue Service, Office of Researc, Analysis & Statistics 1111 Constitution

More information

Summary of the Chief Features of Alternative Asset Pricing Theories

Summary of the Chief Features of Alternative Asset Pricing Theories Summary o the Chie Features o Alternative Asset Pricing Theories CAP and its extensions The undamental equation o CAP ertains to the exected rate o return time eriod into the uture o any security r r β

More information

1. Introduction of another instrument of savings, namely, capital

1. Introduction of another instrument of savings, namely, capital Chapter 7 Capital Main Aims: 1. Introduction of another instrument of savings, namely, capital 2. Study conditions for the co-existence of money and capital as instruments of savings 3. Studies the effects

More information

Economics 602 Macroeconomic Theory and Policy Problem Set 4 Suggested Solutions Professor Sanjay Chugh Summer 2010

Economics 602 Macroeconomic Theory and Policy Problem Set 4 Suggested Solutions Professor Sanjay Chugh Summer 2010 Department of Applied Eonomis Johns Hopkins University Eonomis 6 Maroeonomi Theory and Poliy Prolem Set 4 Suggested Solutions Professor Sanjay Chugh Summer Optimal Choie in the Consumption-Savings Model

More information

CONSUMPTION-LEISURE FRAMEWORK SEPTEMBER 20, 2010 THE THREE MACRO (AGGREGATE) MARKETS. The Three Macro Markets. Goods Markets.

CONSUMPTION-LEISURE FRAMEWORK SEPTEMBER 20, 2010 THE THREE MACRO (AGGREGATE) MARKETS. The Three Macro Markets. Goods Markets. CONSUMPTION-LEISURE FRAMEWORK SEPTEMBER 20, 2010 The Three Maro Markets THE THREE MACRO (AGGREGATE) MARKETS Goods Markets P Labor Markets Capital/Savings/Funds/Asset Markets interest rate labor Will put

More information

Practice Exam 1. Use the limit laws from class compute the following limit. Show all your work and cite all rules used explicitly. xf(x) + 5x.

Practice Exam 1. Use the limit laws from class compute the following limit. Show all your work and cite all rules used explicitly. xf(x) + 5x. Practice Exam 1 Tese problems are meant to approximate wat Exam 1 will be like. You can expect tat problems on te exam will be of similar difficulty. Te actual exam will ave problems from sections 11.1

More information

1 Dynamic programming

1 Dynamic programming 1 Dynamic programming A country has just discovered a natural resource which yields an income per period R measured in terms of traded goods. The cost of exploitation is negligible. The government wants

More information

Financial Econometrics Jeffrey R. Russell. Midterm 2014 Suggested Solutions. TA: B. B. Deng

Financial Econometrics Jeffrey R. Russell. Midterm 2014 Suggested Solutions. TA: B. B. Deng Financial Econometrics Jeffrey R. Russell Midterm 2014 Suggested Solutions TA: B. B. Deng Unless otherwise stated, e t is iid N(0,s 2 ) 1. (12 points) Consider the three series y1, y2, y3, and y4. Match

More information

Decision-making Method for Low-rent Housing Construction Investment. Wei Zhang*, Liwen You

Decision-making Method for Low-rent Housing Construction Investment. Wei Zhang*, Liwen You 5th International Conferene on Civil Enineerin and Transportation (ICCET 5) Deision-makin Method for Low-rent Housin Constrution Investment Wei Zhan*, Liwen You University of Siene and Tehnoloy Liaonin,

More information

Midterm Exam 1. Tuesday, September hour and 15 minutes. Name: Answer Key

Midterm Exam 1. Tuesday, September hour and 15 minutes. Name: Answer Key Macroeconomics ECON 302 San Francisco State niversit Michael Bar Fall 2011 Midterm Eam 1 Tuesda Setember 27 1 hour and 15 minutes Name: Answer Ke Instructions 1. This is closed book closed notes eam. 2.

More information

Corporate Finance: Credit rationing. Yossi Spiegel Recanati School of Business

Corporate Finance: Credit rationing. Yossi Spiegel Recanati School of Business Cororate Finance: Credit rationing Yossi Siegel ecanati School of usiness Tirole 006 The Theory of Cororate Finance The model The timing: Period 0 Period 1 Period n entrereneur has dollars and needs to

More information

Lecture 2. Main Topics: (Part II) Chapter 2 (2-7), Chapter 3. Bayes Theorem: Let A, B be two events, then. The probabilities P ( B), probability of B.

Lecture 2. Main Topics: (Part II) Chapter 2 (2-7), Chapter 3. Bayes Theorem: Let A, B be two events, then. The probabilities P ( B), probability of B. STT315, Section 701, Summer 006 Lecture (Part II) Main Toics: Chater (-7), Chater 3. Bayes Theorem: Let A, B be two events, then B A) = A B) B) A B) B) + A B) B) The robabilities P ( B), B) are called

More information

Model. Jingyuan Li School of Management Huazhong University of Science and Technology Wuhan , China

Model. Jingyuan Li School of Management Huazhong University of Science and Technology Wuhan , China A Theoretial Extension of the Consumption-based CAPM Model Jingyuan Li Shool of Management Huazhong University of Siene and Tehnology Wuhan 430074, China Email: jingyuanht@yahoo.om.n Georges Dionne Canada

More information

ENDOWMENTS OF GOODS. [See Lecture Notes] Copyright 2005 by South-Western, a division of Thomson Learning. All rights reserved.

ENDOWMENTS OF GOODS. [See Lecture Notes] Copyright 2005 by South-Western, a division of Thomson Learning. All rights reserved. ENDOWMENTS OF GOODS [See Lecture Notes] Coyright 005 by South-Western a division of Thomson Learning. All rights reserved. Endowments as Income So far assume agent endowed with income m. Where does income

More information

Exogenous Information, Endogenous Information and Optimal Monetary Policy

Exogenous Information, Endogenous Information and Optimal Monetary Policy Exogenous Information, Endogenous Information and Optimal Monetary Poliy Luigi Paiello Einaudi Institute for Eonomis and Finane Mirko Wiederholt Northwestern University November 2010 Abstrat Most of the

More information

Global Environmental Standards with Heterogeneous Polluters

Global Environmental Standards with Heterogeneous Polluters International Review of Eonomis and Finane, forthoming Global Environmental Standards with Heterogeneous Polluters Ting Levy* Florida Atlanti University Elias Dinooulos University of Florida Current Version:

More information

The Multistep Binomial Model

The Multistep Binomial Model Lecture 10 The Multistep Binomial Model Reminder: Mid Term Test Friday 9th March - 12pm Examples Sheet 1 4 (not qu 3 or qu 5 on sheet 4) Lectures 1-9 10.1 A Discrete Model for Stock Price Reminder: The

More information

Endogenous Pre-Trade Equilibria and Trade Liberalisation in Differentiated-Goods Oligopoly Models. Cillian Ryan * and Toby Kendall

Endogenous Pre-Trade Equilibria and Trade Liberalisation in Differentiated-Goods Oligopoly Models. Cillian Ryan * and Toby Kendall Endogenous Pre-Trade Equilibria and Trade Liberalisation in Differentiated-Goods Oligopoly Models Cillian Ryan * and Toby Kendall Abstrat Tis paper provides a general model for te study of merger inentives

More information

TOTAL PART 1 / 50 TOTAL PART 2 / 50

TOTAL PART 1 / 50 TOTAL PART 2 / 50 Department of Eonomis University of Maryland Eonomis 35 Intermediate Maroeonomi Analysis Midterm Exam Suggested Solutions Professor Sanjay Chugh Fall 009 NAME: Eah problem s total number of points is shown

More information

Introduction to Algorithms / Algorithms I Lecturer: Michael Dinitz Topic: Splay Trees Date: 9/27/16

Introduction to Algorithms / Algorithms I Lecturer: Michael Dinitz Topic: Splay Trees Date: 9/27/16 600.463 Introduction to lgoritms / lgoritms I Lecturer: Micael initz Topic: Splay Trees ate: 9/27/16 8.1 Introduction Today we re going to talk even more about binary searc trees. -trees, red-black trees,

More information

Investor activism The costs and benefits of active monitoring Incentives of an active monitor

Investor activism The costs and benefits of active monitoring Incentives of an active monitor Investor ativis The osts and benefits of ative onitoring Inentives of an ative onitor Iortant tois in ororate governane o anks vs stok arkets o Conentrated vs disersed ownershi Costs and benefits of ative

More information

Risk and Return. Calculating Return - Single period. Calculating Return - Multi periods. Uncertainty of Investment.

Risk and Return. Calculating Return - Single period. Calculating Return - Multi periods. Uncertainty of Investment. Chater 10, 11 Risk and Return Chater 13 Cost of Caital Konan Chan, 018 Risk and Return Return measures Exected return and risk? Portfolio risk and diversification CPM (Caital sset Pricing Model) eta Calculating

More information

Licensing and Patent Protection

Licensing and Patent Protection Kennesaw State University DigitalCommons@Kennesaw State University Faulty Publiations 00 Liensing and Patent Protetion Arijit Mukherjee University of Nottingham Aniruddha Baghi Kennesaw State University,

More information

It is hard to miss the important role the housing sector plays in the macroeconomy.

It is hard to miss the important role the housing sector plays in the macroeconomy. Maroeonomi Models wit Heterogeneous Agents and Housing KARSTEN JESKE Te autor is a resear eonomist and assistant poliy adviser in te maropoliy group of te Atlanta Fed s resear department. He tanks William

More information

Limiting Limited Liability

Limiting Limited Liability Limiting Limited Liability Giuseppe Dari-Mattiai Amsterdam Center for Law & Eonomis Working Paper No. 2005-05 This paper an be downloaded without harge from the Soial Siene Researh Network Eletroni Paper

More information

Macro (8701) & Micro (8703) option

Macro (8701) & Micro (8703) option WRITTEN PRELIMINARY Ph.D EXAMINATION Department of Applied Economics Jan./Feb. - 2010 Trade, Development and Growth For students electing Macro (8701) & Micro (8703) option Instructions Identify yourself

More information

Chapter 8. Introduction to Endogenous Policy Theory. In this chapter we begin our development of endogenous policy theory: the explicit

Chapter 8. Introduction to Endogenous Policy Theory. In this chapter we begin our development of endogenous policy theory: the explicit Capter 8 Introduction to Endogenous Policy Teory In tis capter we begin our development of endogenous policy teory: te explicit incorporation of a model of politics in a model of te economy, permitting

More information

STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics. Ph. D. Comprehensive Examination: Macroeconomics Spring, 2009

STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics. Ph. D. Comprehensive Examination: Macroeconomics Spring, 2009 STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics Ph. D. Comprehensive Examination: Macroeconomics Spring, 2009 Section 1. (Suggested Time: 45 Minutes) For 3 of the following 6 statements,

More information

Course Handouts - Introduction ECON 8704 FINANCIAL ECONOMICS. Jan Werner. University of Minnesota

Course Handouts - Introduction ECON 8704 FINANCIAL ECONOMICS. Jan Werner. University of Minnesota Course Handouts - Introduction ECON 8704 FINANCIAL ECONOMICS Jan Werner University of Minnesota SPRING 2019 1 I.1 Equilibrium Prices in Security Markets Assume throughout this section that utility functions

More information

( ) ( ) β. max. subject to. ( ) β. x S

( ) ( ) β. max. subject to. ( ) β. x S Intermediate Microeconomic Theory: ECON 5: Alication of Consumer Theory Constrained Maimization In the last set of notes, and based on our earlier discussion, we said that we can characterize individual

More information

Unemployment insurance and informality in developing countries

Unemployment insurance and informality in developing countries 11-257 Researc Group: Public economics November 2011 Unemployment insurance and informality in developing countries DAVID BARDEY AND FERNANDO JARAMILLO Unemployment insurance/severance payments and informality

More information

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY HIGHER CERTIFICATE IN STATISTICS, 2012 MODULE 8 : Survey sampling and estimation Time allowed: One and a alf ours Candidates sould answer THREE questions.

More information

Uncertainty, Learning and International Environmental Agreements The Role of Risk Aversion

Uncertainty, Learning and International Environmental Agreements The Role of Risk Aversion Unertainty Learning and Internationa Environmenta Agreements Te Roe of Risk Aversion Aistair Up (University of Manester) Pedro Pintassigo (University of Agarve) and Miae Finus (University of Bat) Abstrat

More information

Problem Set 8 Topic BI: Externalities. a) What is the profit-maximizing level of output?

Problem Set 8 Topic BI: Externalities. a) What is the profit-maximizing level of output? Problem Set 8 Topi BI: Externalities 1. Suppose that a polluting firm s private osts are given by TC(x) = 4x + (1/100)x 2. Eah unit of output the firm produes results in external osts (pollution osts)

More information

Calculus I Homework: Four Ways to Represent a Function Page 1. where h 0 and f(x) = x x 2.

Calculus I Homework: Four Ways to Represent a Function Page 1. where h 0 and f(x) = x x 2. Calculus I Homework: Four Ways to Represent a Function Page 1 Questions Example Find f(2 + ), f(x + ), and f(x + ) f(x) were 0 and f(x) = x x 2. Example Find te domain and sketc te grap of te function

More information

IS-LM model. Giovanni Di Bartolomeo Macro refresh course Economics PhD 2012/13

IS-LM model. Giovanni Di Bartolomeo Macro refresh course Economics PhD 2012/13 IS-LM model Giovanni Di Bartolomeo giovanni.dibartolomeo@uniroma.it Note: These leture notes are inomplete without having attended letures IS Curve Giovanni Di Bartolomeo giovanni.dibartolomeo@uniroma.it

More information

Individual Comparative Advantage and Human Capital Investment under Uncertainty

Individual Comparative Advantage and Human Capital Investment under Uncertainty Individual Comarative Advantage and Human Caital Investment under Uncertainty Toshihiro Ichida Waseda University July 3, 0 Abstract Secialization and the division of labor are the sources of high roductivity

More information

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE. Optimal Labour Market Institutions and inward FDI

DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE. Optimal Labour Market Institutions and inward FDI DEPARTMENT OF ECONOMICS UNIVERSITY OF CRETE BE.NE.TeC. Working Paper Series Working Paper: 006-15 Optimal Labour Market Institutions and inward FDI Minas Vlassis Business Eonomis & NEw TeCnologies Laboratory

More information

On the Welfare Benefits of an International Currency

On the Welfare Benefits of an International Currency On the Welfare Benefits of an International Curreny Prakash Kannan Researh Department International Monetary Fund Otober 2006 Abstrat Is it benefiial for a ountry s urreny to be used internationally? And,

More information

Homework 3: Asset Pricing

Homework 3: Asset Pricing Homework 3: Asset Pricing Mohammad Hossein Rahmati November 1, 2018 1. Consider an economy with a single representative consumer who maximize E β t u(c t ) 0 < β < 1, u(c t ) = ln(c t + α) t= The sole

More information

MS-E2114 Investment Science Lecture 5: Mean-variance portfolio theory

MS-E2114 Investment Science Lecture 5: Mean-variance portfolio theory MS-E2114 Investment Science Lecture 5: Mean-variance portfolio theory A. Salo, T. Seeve Systems Analysis Laboratory Department of System Analysis and Mathematics Aalto University, School of Science Overview

More information

Can more education be bad? Some simple analytics on financing better education for development

Can more education be bad? Some simple analytics on financing better education for development 55 an more education be bad? ome simple analytics on financing better education for development Rossana atrón University of Uruguay rossana@decon.edu.uy Investigaciones de Economía de la Educación 5 1091

More information

OPTIMAL MARGINAL TAX RATES FOR LOW INCOMES: POSITIVE, NEGATIVE, OR ZERO?

OPTIMAL MARGINAL TAX RATES FOR LOW INCOMES: POSITIVE, NEGATIVE, OR ZERO? OPTIMAL MARGINAL TAX RATES FOR LOW INCOMES: POSITIVE, NEGATIVE, OR ZERO? BY STEFAN HOMBURG DISCUSSION PAPER NO. 255 MAY 2002 ISSN 0949 9962 ABSTRACT: Previous studies ave sown tat te optimal marginal tax

More information

Bonus-Malus System with the Claim Frequency Distribution is Geometric and the Severity Distribution is Truncated Weibull

Bonus-Malus System with the Claim Frequency Distribution is Geometric and the Severity Distribution is Truncated Weibull IOP Conferene Series: Earth and Environmental Siene PAPER OPEN ACCESS Bonus-Malus System with the Claim Frequeny Distribution is Geometri and the Severity Distribution is Trunated Weibull To ite this artile:

More information

Exogenous Information, Endogenous Information and Optimal Monetary Policy

Exogenous Information, Endogenous Information and Optimal Monetary Policy Exogenous Information, Endogenous Information and Optimal Monetary Poliy Luigi Paiello Einaudi Institute for Eonomis and Finane Mirko Wiederholt Northwestern University January 2011 Abstrat This paper

More information

Consumption and Asset Pricing

Consumption and Asset Pricing Consumption and Asset Pricing Yin-Chi Wang The Chinese University of Hong Kong November, 2012 References: Williamson s lecture notes (2006) ch5 and ch 6 Further references: Stochastic dynamic programming:

More information

What are Swaps? Basic Idea of Swaps. What are Swaps? Advanced Corporate Finance

What are Swaps? Basic Idea of Swaps. What are Swaps? Advanced Corporate Finance Wat are Swaps? Spring 2008 Basic Idea of Swaps A swap is a mutually beneficial excange of cas flows associated wit a financial asset or liability. Firm A gives Firm B te obligation or rigts to someting

More information

Supplemantary material to: Leverage causes fat tails and clustered volatility

Supplemantary material to: Leverage causes fat tails and clustered volatility Supplemantary material to: Leverage causes fat tails and clustered volatility Stefan Turner a,b J. Doyne Farmer b,c Jon Geanakoplos d,b a Complex Systems Researc Group, Medical University of Vienna, Wäringer

More information

What are Swaps? Spring Stephen Sapp ISFP. Stephen Sapp

What are Swaps? Spring Stephen Sapp ISFP. Stephen Sapp Wat are Swaps? Spring 2013 Basic Idea of Swaps I ave signed up for te Wine of te Mont Club and you ave signed up for te Beer of te Mont Club. As winter approaces, I would like to ave beer but you would

More information

AMS Capital Markets and Portfolio Theory

AMS Capital Markets and Portfolio Theory AMS 691.02 - Caital Markets and Portfolio Theory I Leture 2 - Fixed Inome Seurities and the Term Struture of Interest Rates Robert J. Frey Researh Professor Stony Brook University, Alied Mathematis and

More information

Endogenous Income. The consumption-leisure model

Endogenous Income. The consumption-leisure model Endogenous Income The consumtion-leisure model Modifing consumer s roblem For the moment, assume there is no additional eogenous income Consumer s income is the market value of her initial endowment, (,

More information

Say you have $X today and can earn an annual interest rate r by investing it. Let FV denote the future value of your investment and t = time.

Say you have $X today and can earn an annual interest rate r by investing it. Let FV denote the future value of your investment and t = time. Same as with Labor Supply, maximizing utility in the ontext of intertemporal hoies is IDEN- TICAL to what we ve been doing, just with a different budget onstraint. Present and Future Value Say you have

More information

Help Session 2. David Sovich. Washington University in St. Louis

Help Session 2. David Sovich. Washington University in St. Louis Help Session 2 David Sovich Washington University in St. Louis TODAY S AGENDA 1. Refresh the concept of no arbitrage and how to bound option prices using just the principle of no arbitrage 2. Work on applying

More information

AMERICAN DEPOSITARY RECEIPTS. ISFP Stephen Sapp

AMERICAN DEPOSITARY RECEIPTS. ISFP Stephen Sapp AMERICAN DEPOSITARY RECEIPTS Stepen Sapp Definition: ADRs American Depositary Receipts (ADRs) are dollardenominated negotiable securities representing a sare of a non-us company. Tis security trades and

More information

NBER WORKING PAPER SERIES MANAGING CURRENCY PEGS. Stephanie Schmitt-Grohé Martín Uribe. Working Paper

NBER WORKING PAPER SERIES MANAGING CURRENCY PEGS. Stephanie Schmitt-Grohé Martín Uribe. Working Paper NBER WORKING PAPER SERIES MANAGING CURRENCY PEGS Steanie Scmitt-Groé Martín Uribe Working Paer 18092 tt://www.nber.org/aers/w18092 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massacusetts Avenue Cambridge,

More information

The study guide does not look exactly like the exam but it will help you to focus your study efforts.

The study guide does not look exactly like the exam but it will help you to focus your study efforts. Mat 0 Eam Study Guide Solutions Te study guide does not look eactly like te eam but it will elp you to focus your study efforts. Here is part of te list of items under How to Succeed in Mat 0 tat is on

More information

ON TRANSACTION COSTS IN STOCK TRADING

ON TRANSACTION COSTS IN STOCK TRADING QUANTITATIVE METHODS IN ECONOMICS Volume XVIII, No., 07, pp. 58 67 ON TRANSACTION COSTS IN STOCK TRADING Marek Andrzej Koiński Faulty of Applied Informatis and Mathematis Warsaw University of Life Sienes

More information

Risk-neutral Binomial Option Valuation

Risk-neutral Binomial Option Valuation Risk-neutral Binomial Option Valuation Main idea is that the option price now equals the expected value of the option price in the future, discounted back to the present at the risk free rate. Assumes

More information

We have learned that. Marke+ng Investment and Financial Hurdle Rates. Rates of Return Are Different 10/1/15

We have learned that. Marke+ng Investment and Financial Hurdle Rates. Rates of Return Are Different 10/1/15 We ave learned tat Markeng Investment and Financial Hurdle Rates Profit Funcons associated wit Financial Investments and Profit Funcons associated wit Markeng Investments are totally different in caracter

More information

NBER WORKING PAPER SERIES MYOPIA AND THE EFFECTS OF SOCIAL SECURITY AND CAPITAL TAXATION ON LABOR SUPPLY. Louis Kaplow

NBER WORKING PAPER SERIES MYOPIA AND THE EFFECTS OF SOCIAL SECURITY AND CAPITAL TAXATION ON LABOR SUPPLY. Louis Kaplow NBER WORKING PAPER SERIES MYOPIA AND THE EFFECTS OF SOCIAL SECURITY AND CAPITAL TAXATION ON LABOR SUPPLY Louis Kaplow Working Paper 45 http://www.nber.org/papers/w45 NATIONAL BUREAU OF ECONOMIC RESEARCH

More information

Risk Sharing and Adverse Selection with Asymmetric Information on Risk Preference

Risk Sharing and Adverse Selection with Asymmetric Information on Risk Preference Risk Sharing and Adverse Seletion with Asymmetri Information on Risk Preferene Chifeng Dai 1 Department of Eonomis Southern Illinois University Carbondale, IL 62901, USA February 18, 2008 Abstrat We onsider

More information

Optimal Credit Limit Management

Optimal Credit Limit Management Optimal Credit Limit Management presented by Markus Leippold joint work with Paolo Vanini and Silvan Ebnoether Collegium Budapest - Institute for Advanced Study September 11-13, 2003 Introduction A. Background

More information

LECTURE NOTES ON MICROECONOMICS

LECTURE NOTES ON MICROECONOMICS LECTURE NOTES ON MCROECONOMCS ANALYZNG MARKETS WTH BASC CALCULUS William M. Boal Part : Consumers and demand Chater 5: Demand Section 5.: ndividual demand functions Determinants of choice. As noted in

More information

Valuation of Bermudan-DB-Underpin Option

Valuation of Bermudan-DB-Underpin Option Valuation of Bermudan-DB-Underpin Option Mary, Hardy 1, David, Saunders 1 and Xiaobai, Zhu 1 1 Department of Statistis and Atuarial Siene, University of Waterloo Marh 31, 2017 Abstrat The study of embedded

More information

Application of Stochastic Calculus to Price a Quanto Spread

Application of Stochastic Calculus to Price a Quanto Spread Application of Stochastic Calculus to Price a Quanto Spread Christopher Ting http://www.mysmu.edu/faculty/christophert/ Algorithmic Quantitative Finance July 15, 2017 Christopher Ting July 15, 2017 1/33

More information

IEOR E4602: Quantitative Risk Management

IEOR E4602: Quantitative Risk Management IEOR E4602: Quantitative Risk Management Basic Concepts and Techniques of Risk Management Martin Haugh Department of Industrial Engineering and Operations Research Columbia University Email: martin.b.haugh@gmail.com

More information

Problem Set: Contract Theory

Problem Set: Contract Theory Problem Set: Contract Theory Problem 1 A risk-neutral principal P hires an agent A, who chooses an effort a 0, which results in gross profit x = a + ε for P, where ε is uniformly distributed on [0, 1].

More information

Optimal Contracting with Unknown Risk Preference

Optimal Contracting with Unknown Risk Preference Optimal Contrating with Unknown Risk Preferene Chifeng Dai Department of Eonomis Southern Illinois University Carbondale, IL 62901, USA Abstrat In environments of unertainty risk sharing is often an important

More information

0NDERZOEKSRAPPORT NR TAXES, DEBT AND FINANCIAL INTERMEDIARIES C. VAN HULLE. Wettelijk Depot : D/1986/2376/4

0NDERZOEKSRAPPORT NR TAXES, DEBT AND FINANCIAL INTERMEDIARIES C. VAN HULLE. Wettelijk Depot : D/1986/2376/4 0NDERZOEKSRAPPORT NR. 8603 TAXES, DEBT AND FINANCIAL INTERMEDIARIES BY C. VAN HULLE Wettelijk Depot : D/1986/2376/4 TAXES, DEBT AND FINANCIAL INTERMEDIARIES Muh lending and borrowing is indiret : finanial

More information

Errata and updates for ASM Exam MFE/3F (Ninth Edition) sorted by page.

Errata and updates for ASM Exam MFE/3F (Ninth Edition) sorted by page. Errata for ASM Exam MFE/3F Study Manual (Ninth Edition) Sorted by Page 1 Errata and updates for ASM Exam MFE/3F (Ninth Edition) sorted by page. Note the corrections to Practice Exam 6:9 (page 613) and

More information

11.1 Average Rate of Change

11.1 Average Rate of Change 11.1 Average Rate of Cange Question 1: How do you calculate te average rate of cange from a table? Question : How do you calculate te average rate of cange from a function? In tis section, we ll examine

More information

Topic 7: Asset Pricing and the Macroeconomy

Topic 7: Asset Pricing and the Macroeconomy Topic 7: Asset Pricing and the Macroeconomy Yulei Luo SEF of HKU November 15, 2013 Luo, Y. (SEF of HKU) Macro Theory November 15, 2013 1 / 56 Consumption-based Asset Pricing Even if we cannot easily solve

More information