Welfare Properties of General Equilibrium. What can be said about optimality properties of resource allocation implied by general equilibrium?

Size: px
Start display at page:

Download "Welfare Properties of General Equilibrium. What can be said about optimality properties of resource allocation implied by general equilibrium?"

Transcription

1 APPLIED WELFARE ECONOMICS AND POLICY ANALYSIS Welfare Propertes of General Equlbrum What can be sad about optmalty propertes of resource allocaton mpled by general equlbrum? Any crteron used to compare resource allocatons must be based on value judgements - typcally use the Pareto crteron (see Fgure) Why s ths crteron adopted? (a) Suppose levels of ndvdual well-beng h=,...,h are gven as U h, and suppose some set of explct value judgements gves rse to a socal orderng over U h, gven by the swf: W=W(U,...,U H ) () Suppose that an ncrease n the well-beng of one ndvdual s a good thng and a decrease s bad, the well-beng of no-one else changng, mplyng: W U h > 0 for all h ()

2 The Pareto Crteron U a 3 a 4 a a U - weak Pareto crteron states a s superor to a f and only f both ndvduals and are better off at a - strct Pareto crteron states a 3 s preferred to a f everyone s at least as well off, and at least one person s better off - provdes only a partal orderng, e.g., a 4 cannot be compared to a by ths crteron

3 Ths can be used to show that a resource allocaton that maxmzes W must be a Pareto optmum Take an allocaton that s not a Pareto optmum, we know t s possble to change ths and ncrease some U h, wth no U h decreasng, hence, W must ncrease by () Proves that an allocaton that s not Pareto optmal wll not maxmze W, hence, a welfare maxmum must le n a set that s Pareto optmal (b) Under certan condtons, equlbrum of a market economy s Pareto optmal,.e., the Frst Welfare theorem Characterstcs of a Pareto Optmum Focus on a consumer, frm, good, nput econo my, and assume a central planner that wants to establsh the condtons that wll be satsfed by a Pareto optmal allocaton

4 The model of the economy s: (a) Utlty functons: U h = U h (x h,x h,z h ) =, (3) x h are quanttes of goods consumed, gvng postve utlty, and z h s nput h suppled by household h, generatng negatve utlty; ntal endowments of each nput are ž h, h=, (b) Producton functons: x f (z,z ), (4) where x s output of each good, and each frm produces only one good (c) Market Clearng Condtons: h x h x 0, (5) z h z h 0 h, (6)

5 Need to fnd necessary condtons for resource allocaton satsfyng constrants, and whch maxmzes one household s utlty functon subject to a gven level of utlty for the other household Defne the problem: max U ( x,x,z ) (7) s.t. U ( x,x,z ) (8) Lagrange multplers µ,, h and can be assocated wth (4),(5), (6), and (8) respectvely, the necessary condtons for Pareto optmalty are: U 0 U 3 0 U 0 U 3 0, µ 0, µ f h h 0 h, total output condton nput allocaton condton

6 Condtons for Pareto optmalty gven by takng approprate ratos: U U U U (9) U h 3 U h h f h h,, (0) f f f f () U U U U µ h /f h µ h /f h f h f h () - (9) states households margnal rates of substtuton between goods have to be equal - (0) states household s margnal rate of substtuton between good and nput z h has to equal nput s margnal product - () states frms margnal rates of techncal substtuton between nputs have to be equal

7 - () states that equalzed margnal rates of substtuton have to be equal to the margnal rate of transformaton / and / are shadow prce ratos, (9) - () are presented graphcally n Fgure (a) At, margnal rates of substtuton are equal, and equal to the margnal rate of transformaton; total consumpton also equals total producton (b) At, margnal rates of techncal substtuton are equal, frms are on soquants correspondng to x * and x *, and nput allocatons sum to what s made avalable by households z * and z * (c) At, margnal rate of substtuton between x and z s equal to the margnal product of z n producng x (could be expressed n terms of good )(m shows valuaton of ncrement of z n terms of x consumer would have to be pad to supply z ) (d) At, margnal rate of substtuton between x and z s equal to the margnal product of z n producng x (could be expressed n terms of good )(m has smlar nterpretaton to m )

8 Frst Welfare Theorem: A compettve equlbrum s a Pareto Optmum Ths theorem ndcates that equlbrum prce sgnals are suffcent to coordnate decentralzed economc actvtes n a way that s Pareto optmal By ndvdual maxmzaton behavor, each economc agent responds to prces by equatng margnal rate of substtuton (margnal rate of techncal substtuton) to these prces As all agents face the same prces, all margnal rates are equated to each other n equlbrum. Combned wth market equlbra, these equaltes characterze Pareto optma n a convex envronment,.e., non-ncreasng returns and convex preferences * see the appendx for a proof of the theorem

9 Second Welfare Theorem: Gven a Pareto optmum, there exsts a set of prces that wll lead to a compettve equlbrum Second theorem has mportant polcy mplcaton: By makng economy compettve, selectng equlbrum to be decentralzed, and by usng lump-sum transfers to ensure each household has enough ncome to afford ther allocaton, polcy maker can acheve a Pareto optmum (Fgure ) Normatve queston of whch allocaton to acheve s separated from how to acheve that allocaton Problems wth Welfare theorems (a) Frst Welfare theorem: - n presence of market falures, theorem no longer applcable to any economy where they are present (theory of second-best) - hghly nequtable allocatons may be optmal A socety or an economy can be Pareto optmal and stll be perfectly dsgustng (A. Sen, 970)

10 (b) There are three key problems wth the Second Welfare theorem: - wth market falures, there wll not be a Pareto optmum - requres convexty assu mptons to hold - reles on the use of lump-sum transfers, but these may be costly to collect, characterstcs on whch they are based are unobse rvable, gvng households an ncentve to make false re velatons It s therefore best to treat the Second Theorem as beng of consderable theoretcal nterest but of very lmted practcal rele vance (G. M yles, 995)

11 Appendx (Welfare Propertes of General Equlbrum) Proof of the Frst Welfare Theorem Defntons: () Feasblty: An array of consumpton vectors {x,...,x h,...,x H } s feasble f x h X h, all h, and there exsts an array of producton vectors {y,...,y j,...,y m }, each y j Y j, such that: x y + where: H x h H x h, h m h, y j y j..e., an allocaton of consumpton bundles to consumers s feasble f t can be produced wth ntal endowment and producton technology () Pareto Optmalty: A feasble consumpton array {x h *} s Pareto optmal f there does not exst another array {x h } such that:

12 U h ( x h ) U h (x h ), h,...,h, U h (x h ) > U h (x h ), for at least one h. {x h *} s Pareto optmal f there s no alternatve feasble array that gves each household as much utlty as {x h *}, and gves strctly more utlty to at least one household () Compettve Equlbrum (CE): An array [p*,{x h *}, {y j *}] s a compettve equlbrum f: m x h X h, p x h p h h j p y j, h,...,h. (3) j y j Y j, j,...,m (4) and: () U h (x h ) U h (x h ) for all x h X h such that p x h p h m j h j p y j,

13 () p y j p y j,all y j Y j, () x y (3) and (4) requre household demands to be both affordable and n ther consumpton sets, and frms choces are n ther producton sets () mples households maxmze utlty, () mples that frms maxmze profts, and () that the equlbrum s feasble To develop frst theorem, suppose household h has locally non-satated preferences, and let x h * be ther consumpton plan. Lemma: Let x h * be a locally non-satatng choce for household h at prces p*. Then: (a) U h ( x h ) > U h (x h ) p x h > p x h, (b) U h (x h ) U h ( x h ) p x h p x h.

14 Proof: If (a) were false, then x h would have satsfed the household s budget constrant and would have been chosen nstead of x h *. To prove (b), suppose p*x h < p*x h *. As x h * s not a pont of local sataton, then nether s x h. There then exsts x h at a dstance from x h wth U h ( x h ) > U h ( x h ) = U h ( x h *). Suppose s small such that p*x h < p*x h *. Ths then contradcts the assumpton that x h * was the optmal choce. Frst Welfare Theorem: Let [p*,{x h *},{y j *}] be a compettve equlbrum wth no household locally satated at {x h *}. Then [{x h *},{y j *}] s a Pareto optmum Proof: Suppose [{x h *},{y j *}] s not a Pareto optmum, then there exsts [{x h },{y j }] wth x h X h, y j Y j, and:

15 () x y () U h ( x h ) U h (x h ) all h, () U h ( x h ) > U h (x h ) some h. Gven () and (), (a) and (b) mply: H h H p x h > p x h. h Under local non-sataton, () of CE gves p*x*= p*y*+p*, so t follows that p*x > p*y*+p*. Proft maxmzaton, () of CE, mples that p*y j *p*y j all y j Y j, and, specfcally p*y j *p*y j. Summng over j, p*y*p*y. Hence, p*x> p*y+p*. From ths nequalty, t follows that [{x h },{y j }] s not feasble, provng the theorem by contradcton

Economics 101. Lecture 4 - Equilibrium and Efficiency

Economics 101. Lecture 4 - Equilibrium and Efficiency Economcs 0 Lecture 4 - Equlbrum and Effcency Intro As dscussed n the prevous lecture, we wll now move from an envronment where we looed at consumers mang decsons n solaton to analyzng economes full of

More information

PROBLEM SET 7 GENERAL EQUILIBRIUM

PROBLEM SET 7 GENERAL EQUILIBRIUM PROBLEM SET 7 GENERAL EQUILIBRIUM Queston a Defnton: An Arrow-Debreu Compettve Equlbrum s a vector of prces {p t } and allocatons {c t, c 2 t } whch satsfes ( Gven {p t }, c t maxmzes βt ln c t subject

More information

Mixed Taxation and Production Efficiency

Mixed Taxation and Production Efficiency Floran Scheuer 2/23/2016 Mxed Taxaton and Producton Effcency 1 Overvew 1. Unform commodty taxaton under non-lnear ncome taxaton Atknson-Stgltz (JPubE 1976) Theorem Applcaton to captal taxaton 2. Unform

More information

The Existence and Optimality of Equilibrium

The Existence and Optimality of Equilibrium The Exstence and Optmalty of Equlbrum Larry Blume March 29, 2006 1 Introducton These notes quckly survey two approaches to the exstence. The frst approach works wth excess demand, whle the second works

More information

Perfect Competition and the Nash Bargaining Solution

Perfect Competition and the Nash Bargaining Solution Perfect Competton and the Nash Barganng Soluton Renhard John Department of Economcs Unversty of Bonn Adenauerallee 24-42 53113 Bonn, Germany emal: rohn@un-bonn.de May 2005 Abstract For a lnear exchange

More information

A NOTE ON CES FUNCTIONS Drago Bergholt, BI Norwegian Business School 2011

A NOTE ON CES FUNCTIONS Drago Bergholt, BI Norwegian Business School 2011 A NOTE ON CES FUNCTIONS Drago Bergholt, BI Norwegan Busness School 2011 Functons featurng constant elastcty of substtuton CES are wdely used n appled economcs and fnance. In ths note, I do two thngs. Frst,

More information

Lecture Notes, January 11, 2010

Lecture Notes, January 11, 2010 Economcs 200B UCSD Wnter 2010 Lecture otes, January 11, 2010 Partal equlbrum comparatve statcs Partal equlbrum: Market for one good only wth supply and demand as a functon of prce. Prce s defned as the

More information

University of California, Davis Date: June 22, 2009 Department of Agricultural and Resource Economics. PRELIMINARY EXAMINATION FOR THE Ph.D.

University of California, Davis Date: June 22, 2009 Department of Agricultural and Resource Economics. PRELIMINARY EXAMINATION FOR THE Ph.D. Unversty of Calforna, Davs Date: June 22, 29 Department of Agrcultural and Resource Economcs Department of Economcs Tme: 5 hours Mcroeconomcs Readng Tme: 2 mnutes PRELIMIARY EXAMIATIO FOR THE Ph.D. DEGREE

More information

CS294 Topics in Algorithmic Game Theory October 11, Lecture 7

CS294 Topics in Algorithmic Game Theory October 11, Lecture 7 CS294 Topcs n Algorthmc Game Theory October 11, 2011 Lecture 7 Lecturer: Chrstos Papadmtrou Scrbe: Wald Krchene, Vjay Kamble 1 Exchange economy We consder an exchange market wth m agents and n goods. Agent

More information

Supporting Materials for: Two Monetary Models with Alternating Markets

Supporting Materials for: Two Monetary Models with Alternating Markets Supportng Materals for: Two Monetary Models wth Alternatng Markets Gabrele Camera Chapman Unversty Unversty of Basel YL Chen Federal Reserve Bank of St. Lous 1 Optmal choces n the CIA model On date t,

More information

Supporting Information for: Two Monetary Models with Alternating Markets

Supporting Information for: Two Monetary Models with Alternating Markets Supportng Informaton for: Two Monetary Models wth Alternatng Markets Gabrele Camera Chapman Unversty & Unversty of Basel YL Chen St. Lous Fed November 2015 1 Optmal choces n the CIA model On date t, gven

More information

Economics 8105 Macroeconomic Theory Recitation 1

Economics 8105 Macroeconomic Theory Recitation 1 Economcs 8105 Macroeconomc Theory Rectaton 1 Outlne: Conor Ryan September 6th, 2016 Adapted From Anh Thu (Monca) Tran Xuan s Notes Last Updated September 20th, 2016 Dynamc Economc Envronment Arrow-Debreu

More information

Economics 2450A: Public Economics Section 10: Education Policies and Simpler Theory of Capital Taxation

Economics 2450A: Public Economics Section 10: Education Policies and Simpler Theory of Capital Taxation Economcs 2450A: Publc Economcs Secton 10: Educaton Polces and Smpler Theory of Captal Taxaton Matteo Parads November 14, 2016 In ths secton we study educaton polces n a smplfed verson of framework analyzed

More information

Equilibrium with Complete Markets. Instructor: Dmytro Hryshko

Equilibrium with Complete Markets. Instructor: Dmytro Hryshko Equlbrum wth Complete Markets Instructor: Dmytro Hryshko 1 / 33 Readngs Ljungqvst and Sargent. Recursve Macroeconomc Theory. MIT Press. Chapter 8. 2 / 33 Equlbrum n pure exchange, nfnte horzon economes,

More information

Hila Etzion. Min-Seok Pang

Hila Etzion. Min-Seok Pang RESERCH RTICLE COPLEENTRY ONLINE SERVICES IN COPETITIVE RKETS: INTINING PROFITILITY IN THE PRESENCE OF NETWORK EFFECTS Hla Etzon Department of Technology and Operatons, Stephen. Ross School of usness,

More information

Market structure and Innovation

Market structure and Innovation Market structure and Innovaton Ths presentaton s based on the paper Market structure and Innovaton authored by Glenn C. Loury, publshed n The Quarterly Journal of Economcs, Vol. 93, No.3 ( Aug 1979) I.

More information

Online Appendix: Reciprocity with Many Goods

Online Appendix: Reciprocity with Many Goods T D T A : O A Kyle Bagwell Stanford Unversty and NBER Robert W. Stager Dartmouth College and NBER March 2016 Abstract Ths onlne Appendx extends to a many-good settng the man features of recprocty emphaszed

More information

f(x,y) = (4(x 2 4)x,2y) = 0 H(x,y) =

f(x,y) = (4(x 2 4)x,2y) = 0 H(x,y) = Problem Set 3: Unconstraned mzaton n R N. () Fnd all crtcal ponts of f(x,y) (x 4) +y and show whch are ma and whch are mnma. () Fnd all crtcal ponts of f(x,y) (y x ) x and show whch are ma and whch are

More information

How Strong Are Weak Patents? Joseph Farrell and Carl Shapiro. Supplementary Material Licensing Probabilistic Patents to Cournot Oligopolists *

How Strong Are Weak Patents? Joseph Farrell and Carl Shapiro. Supplementary Material Licensing Probabilistic Patents to Cournot Oligopolists * How Strong Are Weak Patents? Joseph Farrell and Carl Shapro Supplementary Materal Lcensng Probablstc Patents to Cournot Olgopolsts * September 007 We study here the specal case n whch downstream competton

More information

The Second Anti-Mathima on Game Theory

The Second Anti-Mathima on Game Theory The Second Ant-Mathma on Game Theory Ath. Kehagas December 1 2006 1 Introducton In ths note we wll examne the noton of game equlbrum for three types of games 1. 2-player 2-acton zero-sum games 2. 2-player

More information

Unit 5: Government policy in competitive markets I E ciency

Unit 5: Government policy in competitive markets I E ciency Unt 5: Government polcy n compettve markets I E cency Prof. Antono Rangel January 2, 2016 1 Pareto optmal allocatons 1.1 Prelmnares Bg pcture Consumers: 1,...,C,eachw/U,W Frms: 1,...,F,eachw/C ( ) Consumers

More information

Uniqueness of Nash Equilibrium in Private Provision of Public Goods: Extension. Nobuo Akai *

Uniqueness of Nash Equilibrium in Private Provision of Public Goods: Extension. Nobuo Akai * Unqueness of Nash Equlbrum n Prvate Provson of Publc Goods: Extenson Nobuo Aka * nsttute of Economc Research Kobe Unversty of Commerce Abstract Ths note proves unqueness of Nash equlbrum n prvate provson

More information

princeton univ. F 17 cos 521: Advanced Algorithm Design Lecture 7: LP Duality Lecturer: Matt Weinberg

princeton univ. F 17 cos 521: Advanced Algorithm Design Lecture 7: LP Duality Lecturer: Matt Weinberg prnceton unv. F 17 cos 521: Advanced Algorthm Desgn Lecture 7: LP Dualty Lecturer: Matt Wenberg Scrbe: LP Dualty s an extremely useful tool for analyzng structural propertes of lnear programs. Whle there

More information

(1 ) (1 ) 0 (1 ) (1 ) 0

(1 ) (1 ) 0 (1 ) (1 ) 0 Appendx A Appendx A contans proofs for resubmsson "Contractng Informaton Securty n the Presence of Double oral Hazard" Proof of Lemma 1: Assume that, to the contrary, BS efforts are achevable under a blateral

More information

Pricing and Resource Allocation Game Theoretic Models

Pricing and Resource Allocation Game Theoretic Models Prcng and Resource Allocaton Game Theoretc Models Zhy Huang Changbn Lu Q Zhang Computer and Informaton Scence December 8, 2009 Z. Huang, C. Lu, and Q. Zhang (CIS) Game Theoretc Models December 8, 2009

More information

The Unique Informational Effciency of the Lindahl Allocation Process in Economies with Public Goods

The Unique Informational Effciency of the Lindahl Allocation Process in Economies with Public Goods MPRA Munch Personal RePEc Archve The Unque Informatonal Effcency of the Lndahl Allocaton Process n Economes wth Publc Goods Guoqang Tan 2001 Onlne at https://mpra.ub.un-muenchen.de/41229/ MPRA Paper No.

More information

,, MRTS is the marginal rate of technical substitution

,, MRTS is the marginal rate of technical substitution Mscellaneous Notes on roducton Economcs ompled by eter F Orazem September 9, 00 I Implcatons of conve soquants Two nput case, along an soquant 0 along an soquant Slope of the soquant,, MRTS s the margnal

More information

Idiosyncratic Investment (or Entrepreneurial) Risk in a Neoclassical Growth Model. George-Marios Angeletos. MIT and NBER

Idiosyncratic Investment (or Entrepreneurial) Risk in a Neoclassical Growth Model. George-Marios Angeletos. MIT and NBER Idosyncratc Investment (or Entrepreneural) Rsk n a Neoclasscal Growth Model George-Maros Angeletos MIT and NBER Motvaton emprcal mportance of entrepreneural or captal-ncome rsk ˆ prvate busnesses account

More information

1 The Sidrauski model

1 The Sidrauski model The Sdrausk model There are many ways to brng money nto the macroeconomc debate. Among the fundamental ssues n economcs the treatment of money s probably the LESS satsfactory and there s very lttle agreement

More information

COS 521: Advanced Algorithms Game Theory and Linear Programming

COS 521: Advanced Algorithms Game Theory and Linear Programming COS 521: Advanced Algorthms Game Theory and Lnear Programmng Moses Charkar February 27, 2013 In these notes, we ntroduce some basc concepts n game theory and lnear programmng (LP). We show a connecton

More information

Online Appendix. t=1 (p t w)q t. Then the first order condition shows that

Online Appendix. t=1 (p t w)q t. Then the first order condition shows that Artcle forthcomng to ; manuscrpt no (Please, provde the manuscrpt number!) 1 Onlne Appendx Appendx E: Proofs Proof of Proposton 1 Frst we derve the equlbrum when the manufacturer does not vertcally ntegrate

More information

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India February 2008

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India February 2008 Game Theory Lecture Notes By Y. Narahar Department of Computer Scence and Automaton Indan Insttute of Scence Bangalore, Inda February 2008 Chapter 10: Two Person Zero Sum Games Note: Ths s a only a draft

More information

Assortment Optimization under MNL

Assortment Optimization under MNL Assortment Optmzaton under MNL Haotan Song Aprl 30, 2017 1 Introducton The assortment optmzaton problem ams to fnd the revenue-maxmzng assortment of products to offer when the prces of products are fxed.

More information

Equilibrium with Mutual Organizations. in Adverse Selection Economies

Equilibrium with Mutual Organizations. in Adverse Selection Economies Equlbrum wth Mutual Organzatons n Adverse Selecton Economes Adam Blandn Arzona State Unversty John H. Boyd Unversty of Mnnesota Edward C. Prescott Arzona State Unversty and Federal Reserve Bank of Mnneapols

More information

k t+1 + c t A t k t, t=0

k t+1 + c t A t k t, t=0 Macro II (UC3M, MA/PhD Econ) Professor: Matthas Kredler Fnal Exam 6 May 208 You have 50 mnutes to complete the exam There are 80 ponts n total The exam has 4 pages If somethng n the queston s unclear,

More information

Can the Market be Fixed? (II) Does the Market Need Fixing? The Beneficent Effects of Assigning Property Rights. The Coase Theorem

Can the Market be Fixed? (II) Does the Market Need Fixing? The Beneficent Effects of Assigning Property Rights. The Coase Theorem Eternaltes An eternalt occurs whenever the actvtes of one economc agent affect the actvtes of another agent n was that are not taken nto account b the operaton of the market. Eamples: One frm produces

More information

Errors for Linear Systems

Errors for Linear Systems Errors for Lnear Systems When we solve a lnear system Ax b we often do not know A and b exactly, but have only approxmatons  and ˆb avalable. Then the best thng we can do s to solve ˆx ˆb exactly whch

More information

Copyright (C) 2008 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of the Creative

Copyright (C) 2008 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of the Creative Copyrght (C) 008 Davd K. Levne Ths document s an open textbook; you can redstrbute t and/or modfy t under the terms of the Creatve Commons Attrbuton Lcense. Compettve Equlbrum wth Pure Exchange n traders

More information

Problem Set 3. 1 Offshoring as a Rybzcynski Effect. Economics 245 Fall 2011 International Trade

Problem Set 3. 1 Offshoring as a Rybzcynski Effect. Economics 245 Fall 2011 International Trade Due: Thu, December 1, 2011 Instructor: Marc-Andreas Muendler E-mal: muendler@ucsd.edu Economcs 245 Fall 2011 Internatonal Trade Problem Set 3 November 15, 2011 1 Offshorng as a Rybzcynsk Effect There are

More information

Online Appendix for Trade and Insecure Resources

Online Appendix for Trade and Insecure Resources B Onlne ppendx for Trade and Insecure Resources Proof of Lemma.: Followng Jones 965, we denote the shares of factor h = K, L n the cost of producng good j =, 2 by θ hj : θ Kj = r a Kj /c j and θ Lj = w

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

Solutions to exam in SF1811 Optimization, Jan 14, 2015

Solutions to exam in SF1811 Optimization, Jan 14, 2015 Solutons to exam n SF8 Optmzaton, Jan 4, 25 3 3 O------O -4 \ / \ / The network: \/ where all lnks go from left to rght. /\ / \ / \ 6 O------O -5 2 4.(a) Let x = ( x 3, x 4, x 23, x 24 ) T, where the varable

More information

Notes on Kehoe Perri, Econometrica 2002

Notes on Kehoe Perri, Econometrica 2002 Notes on Kehoe Perr, Econometrca 2002 Jonathan Heathcote November 2nd 2005 There s nothng n these notes that s not n Kehoe Perr NBER Workng Paper 7820 or Kehoe and Perr Econometrca 2002. However, I have

More information

Endogenous timing in a mixed oligopoly consisting of a single public firm and foreign competitors. Abstract

Endogenous timing in a mixed oligopoly consisting of a single public firm and foreign competitors. Abstract Endogenous tmng n a mxed olgopoly consstng o a sngle publc rm and oregn compettors Yuanzhu Lu Chna Economcs and Management Academy, Central Unversty o Fnance and Economcs Abstract We nvestgate endogenous

More information

Test code: ME I/ME II, 2007

Test code: ME I/ME II, 2007 Test code: ME I/ME II, 007 Syllabus for ME I, 007 Matrx Algebra: Matrces and Vectors, Matrx Operatons. Permutaton and Combnaton. Calculus: Functons, Lmts, Contnuty, Dfferentaton of functons of one or more

More information

Externalities in wireless communication: A public goods solution approach to power allocation. by Shrutivandana Sharma

Externalities in wireless communication: A public goods solution approach to power allocation. by Shrutivandana Sharma Externaltes n wreless communcaton: A publc goods soluton approach to power allocaton by Shrutvandana Sharma SI 786 Tuesday, Feb 2, 2006 Outlne Externaltes: Introducton Plannng wth externaltes Power allocaton:

More information

Let p z be the price of z and p 1 and p 2 be the prices of the goods making up y. In general there is no problem in grouping goods.

Let p z be the price of z and p 1 and p 2 be the prices of the goods making up y. In general there is no problem in grouping goods. Economcs 90 Prce Theory ON THE QUESTION OF SEPARABILITY What we would lke to be able to do s estmate demand curves by segmentng consumers purchases nto groups. In one applcaton, we aggregate purchases

More information

6) Derivatives, gradients and Hessian matrices

6) Derivatives, gradients and Hessian matrices 30C00300 Mathematcal Methods for Economsts (6 cr) 6) Dervatves, gradents and Hessan matrces Smon & Blume chapters: 14, 15 Sldes by: Tmo Kuosmanen 1 Outlne Defnton of dervatve functon Dervatve notatons

More information

Games and Market Imperfections

Games and Market Imperfections Games and Market Imperfectons Q: The mxed complementarty (MCP) framework s effectve for modelng perfect markets, but can t handle mperfect markets? A: At least part of the tme A partcular type of game/market

More information

Journal of Mathematical Economics

Journal of Mathematical Economics Journal of Mathematcal Economcs 45 (2009) 3 23 Contents lsts avalable at ScenceDrect Journal of Mathematcal Economcs journal homepage: www.elsever.com/locate/jmateco Implementaton of Pareto effcent allocatons

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

Econ674 Economics of Natural Resources and the Environment

Econ674 Economics of Natural Resources and the Environment Econ674 Economcs of Natural Resources and the Envronment Sesson 7 Exhaustble Resource Dynamc An Introducton to Exhaustble Resource Prcng 1. The dstncton between nonrenewable and renewable resources can

More information

Vickrey Auction VCG Combinatorial Auctions. Mechanism Design. Algorithms and Data Structures. Winter 2016

Vickrey Auction VCG Combinatorial Auctions. Mechanism Design. Algorithms and Data Structures. Winter 2016 Mechansm Desgn Algorthms and Data Structures Wnter 2016 1 / 39 Vckrey Aucton Vckrey-Clarke-Groves Mechansms Sngle-Mnded Combnatoral Auctons 2 / 39 Mechansm Desgn (wth Money) Set A of outcomes to choose

More information

Module 9. Lecture 6. Duality in Assignment Problems

Module 9. Lecture 6. Duality in Assignment Problems Module 9 1 Lecture 6 Dualty n Assgnment Problems In ths lecture we attempt to answer few other mportant questons posed n earler lecture for (AP) and see how some of them can be explaned through the concept

More information

Volume 29, Issue 4. Incomplete third-degree price discrimination, and market partition problem. Yann Braouezec ESILV

Volume 29, Issue 4. Incomplete third-degree price discrimination, and market partition problem. Yann Braouezec ESILV Volume 29, Issue 4 Incomplete thrd-degree prce dscrmnaton, and market partton problem Yann Braouezec ESILV Abstract We ntroduce n ths paper the "ncomplete" thrd-degree prce dscrmnaton, whch s the stuaton

More information

European Regional Science Association 36th European Congress ETH Zurich, Switzerland August 1996

European Regional Science Association 36th European Congress ETH Zurich, Switzerland August 1996 European Regonal Scence Assocaton 36th European Congress ETH Zurch, Swtzerland 6-3 August 996 Se-l Mun and Mn-xue Wang raduate School of nformaton Scences Tohoku Unversty Katahra Cho-me, Aoba-ku, Senda

More information

The Minimum Universal Cost Flow in an Infeasible Flow Network

The Minimum Universal Cost Flow in an Infeasible Flow Network Journal of Scences, Islamc Republc of Iran 17(2): 175-180 (2006) Unversty of Tehran, ISSN 1016-1104 http://jscencesutacr The Mnmum Unversal Cost Flow n an Infeasble Flow Network H Saleh Fathabad * M Bagheran

More information

Optimal Taxation in an Adverse Selection Insurance Economy. September 25, 2011

Optimal Taxation in an Adverse Selection Insurance Economy. September 25, 2011 Optmal Taxaton n an Adverse Selecton Insurance Economy September 25, 2011 Pamela Labade 1 Abstract When agents can enter nto prvate trades and contracts are non-exclusve, the ncentve effcent allocaton

More information

GENERAL EQUILIBRIUM IN INFINITE SECURITY MARKETS

GENERAL EQUILIBRIUM IN INFINITE SECURITY MARKETS GENERAL EQUILIBRIUM IN INFINITE SECURITY MARKETS C. D. ALIPRANTIS 1, M. FLORENZANO 2, V. F. MARTINS DA ROCHA 3 AND R. TOURKY 4 1 Department of Economcs, Krannert School of Management, Purdue Unversty,

More information

Affine transformations and convexity

Affine transformations and convexity Affne transformatons and convexty The purpose of ths document s to prove some basc propertes of affne transformatons nvolvng convex sets. Here are a few onlne references for background nformaton: http://math.ucr.edu/

More information

A WELFARE-BASED MEASURE PRODUCTIVITY GROWTH WITH ENVIRONMENTAL EXTERNALITIES. Kelly Chaston* Gregory Swinand** Frank Gollop** and Richard Arnott**

A WELFARE-BASED MEASURE PRODUCTIVITY GROWTH WITH ENVIRONMENTAL EXTERNALITIES. Kelly Chaston* Gregory Swinand** Frank Gollop** and Richard Arnott** A WELFARE-BASED MEASURE OF PRODUCTIVITY GROWTH WITH ENVIRONMENTAL EXTERNALITIES Kelly Chaston* Gregory Swnand** Frank Gollop** and Rchard Arnott** September 1997 Prelmnary draft: Please do not cte or quote

More information

Norm Bounds for a Transformed Activity Level. Vector in Sraffian Systems: A Dual Exercise

Norm Bounds for a Transformed Activity Level. Vector in Sraffian Systems: A Dual Exercise ppled Mathematcal Scences, Vol. 4, 200, no. 60, 2955-296 Norm Bounds for a ransformed ctvty Level Vector n Sraffan Systems: Dual Exercse Nkolaos Rodousaks Department of Publc dmnstraton, Panteon Unversty

More information

find (x): given element x, return the canonical element of the set containing x;

find (x): given element x, return the canonical element of the set containing x; COS 43 Sprng, 009 Dsjont Set Unon Problem: Mantan a collecton of dsjont sets. Two operatons: fnd the set contanng a gven element; unte two sets nto one (destructvely). Approach: Canoncal element method:

More information

Infinitely Split Nash Equilibrium Problems in Repeated Games

Infinitely Split Nash Equilibrium Problems in Repeated Games Infntely Splt ash Equlbrum Problems n Repeated Games Jnlu L Department of Mathematcs Shawnee State Unversty Portsmouth, Oho 4566 USA Abstract In ths paper, we ntroduce the concept of nfntely splt ash equlbrum

More information

On the Multicriteria Integer Network Flow Problem

On the Multicriteria Integer Network Flow Problem BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 5, No 2 Sofa 2005 On the Multcrtera Integer Network Flow Problem Vassl Vasslev, Marana Nkolova, Maryana Vassleva Insttute of

More information

MMA and GCMMA two methods for nonlinear optimization

MMA and GCMMA two methods for nonlinear optimization MMA and GCMMA two methods for nonlnear optmzaton Krster Svanberg Optmzaton and Systems Theory, KTH, Stockholm, Sweden. krlle@math.kth.se Ths note descrbes the algorthms used n the author s 2007 mplementatons

More information

CS286r Assign One. Answer Key

CS286r Assign One. Answer Key CS286r Assgn One Answer Key 1 Game theory 1.1 1.1.1 Let off-equlbrum strateges also be that people contnue to play n Nash equlbrum. Devatng from any Nash equlbrum s a weakly domnated strategy. That s,

More information

In the figure below, the point d indicates the location of the consumer that is under competition. Transportation costs are given by td.

In the figure below, the point d indicates the location of the consumer that is under competition. Transportation costs are given by td. UC Berkeley Economcs 11 Sprng 006 Prof. Joseph Farrell / GSI: Jenny Shanefelter Problem Set # - Suggested Solutons. 1.. In ths problem, we are extendng the usual Hotellng lne so that now t runs from [-a,

More information

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming EEL 6266 Power System Operaton and Control Chapter 3 Economc Dspatch Usng Dynamc Programmng Pecewse Lnear Cost Functons Common practce many utltes prefer to represent ther generator cost functons as sngle-

More information

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could

More information

Price Discrimination of Digital Content

Price Discrimination of Digital Content Prce Dscrmnaton of Dgtal Content Prce Dscrmnaton of Dgtal Content Koj Domon Faculty of Socal Scences, Waseda Unversty -6- Nshwaseda, Shnjuku-ku, Tokyo 69-8050, Japan Tel/Fax: +8 3 5286-45, E-mal: domon@waseda.jp

More information

Price competition with capacity constraints. Consumers are rationed at the low-price firm. But who are the rationed ones?

Price competition with capacity constraints. Consumers are rationed at the low-price firm. But who are the rationed ones? Prce competton wth capacty constrants Consumers are ratoned at the low-prce frm. But who are the ratoned ones? As before: two frms; homogeneous goods. Effcent ratonng If p < p and q < D(p ), then the resdual

More information

Lecture Notes on Linear Regression

Lecture Notes on Linear Regression Lecture Notes on Lnear Regresson Feng L fl@sdueducn Shandong Unversty, Chna Lnear Regresson Problem In regresson problem, we am at predct a contnuous target value gven an nput feature vector We assume

More information

Lecture 3: Probability Distributions

Lecture 3: Probability Distributions Lecture 3: Probablty Dstrbutons Random Varables Let us begn by defnng a sample space as a set of outcomes from an experment. We denote ths by S. A random varable s a functon whch maps outcomes nto the

More information

Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model

Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model Capacty Constrants Across Nests n Assortment Optmzaton Under the Nested Logt Model Jacob B. Feldman School of Operatons Research and Informaton Engneerng, Cornell Unversty, Ithaca, New York 14853, USA

More information

Technical Note: Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model

Technical Note: Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model Techncal Note: Capacty Constrants Across Nests n Assortment Optmzaton Under the Nested Logt Model Jacob B. Feldman, Huseyn Topaloglu School of Operatons Research and Informaton Engneerng, Cornell Unversty,

More information

Solutions HW #2. minimize. Ax = b. Give the dual problem, and make the implicit equality constraints explicit. Solution.

Solutions HW #2. minimize. Ax = b. Give the dual problem, and make the implicit equality constraints explicit. Solution. Solutons HW #2 Dual of general LP. Fnd the dual functon of the LP mnmze subject to c T x Gx h Ax = b. Gve the dual problem, and make the mplct equalty constrants explct. Soluton. 1. The Lagrangan s L(x,

More information

Implementation and Detection

Implementation and Detection 1 December 18 2014 Implementaton and Detecton Htosh Matsushma Department of Economcs Unversty of Tokyo 2 Ths paper consders mplementaton of scf: Mechansm Desgn wth Unqueness CP attempts to mplement scf

More information

Optimal Growth Through Product Innovation

Optimal Growth Through Product Innovation Optmal Growth Through Product Innovaton Rasmus Lentz Unversty of Wscons-Madson and CAM Dale T. Mortensen Northwestern Unversty, IZA, and NBER Aprl 26, 26 Abstract In Lentz and Mortensen (25), we formulate

More information

Maximizing the number of nonnegative subsets

Maximizing the number of nonnegative subsets Maxmzng the number of nonnegatve subsets Noga Alon Hao Huang December 1, 213 Abstract Gven a set of n real numbers, f the sum of elements of every subset of sze larger than k s negatve, what s the maxmum

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

Tit-For-Tat Equilibria in Discounted Repeated Games with. Private Monitoring

Tit-For-Tat Equilibria in Discounted Repeated Games with. Private Monitoring 1 Tt-For-Tat Equlbra n Dscounted Repeated Games wth Prvate Montorng Htosh Matsushma 1 Department of Economcs, Unversty of Tokyo 2 Aprl 24, 2007 Abstract We nvestgate nfntely repeated games wth mperfect

More information

Mathematical Economics MEMF e ME. Filomena Garcia. Topic 2 Calculus

Mathematical Economics MEMF e ME. Filomena Garcia. Topic 2 Calculus Mathematcal Economcs MEMF e ME Flomena Garca Topc 2 Calculus Mathematcal Economcs - www.seg.utl.pt/~garca/economa_matematca . Unvarate Calculus Calculus Functons : X Y y ( gves or each element X one element

More information

The Order Relation and Trace Inequalities for. Hermitian Operators

The Order Relation and Trace Inequalities for. Hermitian Operators Internatonal Mathematcal Forum, Vol 3, 08, no, 507-57 HIKARI Ltd, wwwm-hkarcom https://doorg/0988/mf088055 The Order Relaton and Trace Inequaltes for Hermtan Operators Y Huang School of Informaton Scence

More information

Competition and Efficiency in Congested Markets

Competition and Efficiency in Congested Markets Competton and Effcency n Congested Markets Daron Acemoglu Department of Economcs Massachusetts Insttute of Technology Asuman E. Ozdaglar Department of Electrcal Engneerng and Computer Scence Massachusetts

More information

Welfare Analysis of Cournot and Bertrand Competition With(out) Investment in R & D

Welfare Analysis of Cournot and Bertrand Competition With(out) Investment in R & D MPRA Munch Personal RePEc Archve Welfare Analyss of Cournot and Bertrand Competton Wth(out) Investment n R & D Jean-Baptste Tondj Unversty of Ottawa 25 March 2016 Onlne at https://mpra.ub.un-muenchen.de/75806/

More information

ON THE EQUIVALENCE OF ORDINAL BAYESIAN INCENTIVE COMPATIBILITY AND DOMINANT STRATEGY INCENTIVE COMPATIBILITY FOR RANDOM RULES

ON THE EQUIVALENCE OF ORDINAL BAYESIAN INCENTIVE COMPATIBILITY AND DOMINANT STRATEGY INCENTIVE COMPATIBILITY FOR RANDOM RULES ON THE EQUIVALENCE OF ORDINAL BAYESIAN INCENTIVE COMPATIBILITY AND DOMINANT STRATEGY INCENTIVE COMPATIBILITY FOR RANDOM RULES Madhuparna Karmokar 1 and Souvk Roy 1 1 Economc Research Unt, Indan Statstcal

More information

Conjectures in Cournot Duopoly under Cost Uncertainty

Conjectures in Cournot Duopoly under Cost Uncertainty Conjectures n Cournot Duopoly under Cost Uncertanty Suyeol Ryu and Iltae Km * Ths paper presents a Cournot duopoly model based on a condton when frms are facng cost uncertanty under rsk neutralty and rsk

More information

Chapter 5 Multilevel Models

Chapter 5 Multilevel Models Chapter 5 Multlevel Models 5.1 Cross-sectonal multlevel models 5.1.1 Two-level models 5.1.2 Multple level models 5.1.3 Multple level modelng n other felds 5.2 Longtudnal multlevel models 5.2.1 Two-level

More information

ANSWERS. Problem 1. and the moment generating function (mgf) by. defined for any real t. Use this to show that E( U) var( U)

ANSWERS. Problem 1. and the moment generating function (mgf) by. defined for any real t. Use this to show that E( U) var( U) Econ 413 Exam 13 H ANSWERS Settet er nndelt 9 deloppgaver, A,B,C, som alle anbefales å telle lkt for å gøre det ltt lettere å stå. Svar er gtt . Unfortunately, there s a prntng error n the hnt of

More information

Introduction. 1. The Model

Introduction. 1. The Model H23, Q5 Introducton In the feld of polluton regulaton the problems stemmng from the asymmetry of nformaton between the regulator and the pollutng frms have been thoroughly studed. The semnal works by Wetzman

More information

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number

More information

Discontinuous Extraction of a Nonrenewable Resource

Discontinuous Extraction of a Nonrenewable Resource Dscontnuous Extracton of a Nonrenewable Resource Erc Iksoon Im 1 Professor of Economcs Department of Economcs, Unversty of Hawa at Hlo, Hlo, Hawa Uayant hakravorty Professor of Economcs Department of Economcs,

More information

Chemical Equilibrium. Chapter 6 Spontaneity of Reactive Mixtures (gases) Taking into account there are many types of work that a sysem can perform

Chemical Equilibrium. Chapter 6 Spontaneity of Reactive Mixtures (gases) Taking into account there are many types of work that a sysem can perform Ths chapter deals wth chemcal reactons (system) wth lttle or no consderaton on the surroundngs. Chemcal Equlbrum Chapter 6 Spontanety of eactve Mxtures (gases) eactants generatng products would proceed

More information

Kernel Methods and SVMs Extension

Kernel Methods and SVMs Extension Kernel Methods and SVMs Extenson The purpose of ths document s to revew materal covered n Machne Learnng 1 Supervsed Learnng regardng support vector machnes (SVMs). Ths document also provdes a general

More information

arxiv: v1 [cs.gt] 18 Nov 2015

arxiv: v1 [cs.gt] 18 Nov 2015 The Invsble Hand of Dynamc Market Prcng arxv:1511.05646v1 [cs.gt] 18 Nov 2015 Vncent Cohen-Addad vcohen@d.ens.fr Alon Eden alonarden@gmal.com Amos Fat fat@tau.ac.l November 19, 2015 Abstract Mchal Feldman

More information

On Tacit Collusion among Asymmetric Firms in Bertrand Competition

On Tacit Collusion among Asymmetric Firms in Bertrand Competition On Tact Colluson among Asymmetrc Frms n Bertrand Competton Ichro Obara Department of Economcs UCLA Federco Zncenko Department of Economcs UCLA November 11, 2011 Abstract Ths paper studes a model of repeated

More information

Module 17: Mechanism Design & Optimal Auctions

Module 17: Mechanism Design & Optimal Auctions Module 7: Mechansm Desgn & Optmal Auctons Informaton Economcs (Ec 55) George Georgads Examples: Auctons Blateral trade Producton and dstrbuton n socety General Setup N agents Each agent has prvate nformaton

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

MAT 578 Functional Analysis

MAT 578 Functional Analysis MAT 578 Functonal Analyss John Qugg Fall 2008 Locally convex spaces revsed September 6, 2008 Ths secton establshes the fundamental propertes of locally convex spaces. Acknowledgment: although I wrote these

More information