Salience in Experimental Tests of the Endowment Effect by Pedro Bordalo, Nicola Gennaioli, Andrei Shleifer. Presented by Maria Weber

Size: px
Start display at page:

Download "Salience in Experimental Tests of the Endowment Effect by Pedro Bordalo, Nicola Gennaioli, Andrei Shleifer. Presented by Maria Weber"

Transcription

1 Salience in Experimental Tests of the Endowment Effect by Pedro Bordalo, Nicola Gennaioli, Andrei Shleifer Presented by Maria Weber 1

2 Agenda I. Introduction II. Research Question III. Salience IV. Of Mugs and Pens V. Of Mugs and Bucks VI. Conclusion VII. Critique 2

3 I. Introduction The endowment effect: 1st stage: endowment with a good (e.g. a mug) 2nd stage: opportunity to trade the endowed good for another good (e.g. a pen) just around 10% chose to trade gap between WTA and WTP for one and the same good common explanation: loss aversion (prospect theory of Kahnemann and Tversky) new approach for explanation: impact of contextual factors such as nature of the goods information about market prices 3

4 II. Research Question New modeling of the endowment effect: context dependency based on the salience mechanism decision making: focusing on / overweighing of the features whereby options are salient ("stand out") evaluation in the two stages happens in different contexts: 1st stage: comparison to status quo of having nothing overweighing of good s best attributes "warm glow" of receiving gift / becoming owner 2nd stage: contrast of endowed and new good salience of the new good s disadvantages (underevaluation of good) the overweighed valuation of the endowed good persist 4

5 III. Salience Two-attribute good: good k is a vector of qualities (q 1k, q 2k ) intrinsic utility: v(q 1k, q 2k ) = w 1 q 1k + w 2 q 2k perceived value differs to due overweighing of salient attribute evaluation of good k if attribute i is salient and j not: with δ ϵ (0, 1] = degree of neglection of nonsalient features which attribute is salient for good k depends on Ʃ weights = 1 1. consideration set C (all goods considered for decision making) 2. salience function σ (measures the extent of salience of an attribute relative to the average) assumptions for σ: 1. ordering 2. diminishing sensitivity 3. reflection 4. symmetric 5. homogenous of degree zero 5

6 IV. Of Mugs and Pens q 1 = "quality for drinking and q 2 = "quality for writing equal weights for both attributes w 1 = w 2 = 1/2 mug M is a good (q M, 0), a pen P is a good (0, q P ) intrinsic value of both goods: q/2 endowment stage (endowed with mug): consideration set C e =, average good (q/2, 0) the quality of the mug is salient: σ(q,q/2) > σ(0,0) perceived value higher than intrinsic value the mug s salience ranking persists to the trading stage with probability ϒ 6

7 IV. Of Mugs and Pens trading stage (trade or not trade the mug for a pen): consideration set C t = pen s quality for writing is not salient: σ(0,q/3) > σ(q, q/3) pen s lack of quality for drinking is more salient than it s high quality for writing perceived value lower than intrinsic value, average good (q/3, q/3) mug s average valuation in the trading stage: (3) v LT ( = q * as long as ϒ > 0 the decision maker keeps the mug (endowment effect) 7

8 IV. Of Mugs and Pens Predictons due to the changed perspective on the endowment effect: (i) No endowment effect for identical objects (overweighing of good s best attributes for both). No endowment effect in upgrading. The endowment effect requires a trade off between the endowed good and the new good. (ii) There is a reverse endowment effect for bads. Focus on the bad s downside instead of the good s upside. "cold glow" of ownership, eagerness to trade (iii) No endowment effect for comprehensive endowments. Endowment with both goods, warm glow of ownership for both goods 8

9 V. Of Mugs and Bucks Gap between willingness to pay (WTP) and willingness to accept (WTA): q 1 = quality q of the mug and q 2 = price disutility utility from the mug (q, -p) is q/2 - p/2 endowment stage: - consideration set C e = - salience of mug s upside trading stage: - consideration set C WTA = - including option of getting his WTA - downside of all options is salient (as before) - again perceived value lower than intrinsic value (4) v LT ( = WTA * < WTA/2 9

10 V. Of Mugs and Bucks monetary gain is undervalued, focus lies on the loss of the mug value of mug as before (see (3)) from equating (4) and (3) we get the value of the WTA (5) WTA = q*(1+ ϒ* ) taking into account the WTP: not endowed with the mug (missing warm glow) consideration set C WTP = correct valuation: (6) WTP = q (price and quality are equally salient) comparing (5) and (6): positive WTA WTP gap = q *ϒ * endowment effect 10

11 V. Of Mugs and Bucks Dependency of the WTA WTP gap and the market price p M now information about the market price is given to decision makers consideration set: C t = new: option of selling the mug in the market again downsides of options are salient α = probability of seeling, (1-α) = probability of keeping, 1/δ = boost of mug s quality due to warm glow of endowment (7) WTA = αp M + (1 - α)q * 1/δ (decision maker s selling price) stating the WTP for the decision maker we get C WTP = new option: trading the mug at the market price 11

12 V. Of Mugs and Bucks downside of each option salient (given p M >> q), in particular the price WTP paid when buying the mug (8) WTP = (p M + (1-α)q)* (decision maker s buying price) with α = probability of reselling the mug equations (7) and (8) give the WTA WTP gap (1) the gap arises whenever there is uncertainty about trading (α < 1) (2) the selling price is more (less) sensitive than the buying price to the market price when market price is high (low) the WTA WTP gap increases with changing market price (in both directions) 12

13 VI. Conclusion the given model does feature salience and context dependence instead of prospect theory s loss aversion the difference in the evaluation in the two stages (absolute vs. comparative) is highlighted focus on the endowment s most attractive attributes vs. focusing on the alternative s downside endowment effect the focus on the most attractive attributes of the owned good makes ownership special whereas there is no warm glow if there is a better option connection between the endowment effect and risk behavior same mechanism of salience can help understand the attitude towards risk 13

14 VII. Critique the paper gave me a quite interesting insight in the understanding of the endowment effect from a new point of view can hardly find any critique Possible extensions: complex goods (positive values for both qualities): authors write in a foodnote that main results go through for complex goods uncertainty in the information about the market price 14

15 Thank you for your attention! 15

Salience and Asset Prices

Salience and Asset Prices Salience and Asset Prices Pedro Bordalo Nicola Gennaioli Andrei Shleifer December 2012 1 Introduction In Bordalo, Gennaioli and Shleifer (BGS 2012a), we described a new approach to choice under risk that

More information

NBER WORKING PAPER SERIES SALIENCE THEORY OF CHOICE UNDER RISK. Pedro Bordalo Nicola Gennaioli Andrei Shleifer

NBER WORKING PAPER SERIES SALIENCE THEORY OF CHOICE UNDER RISK. Pedro Bordalo Nicola Gennaioli Andrei Shleifer NBER WORKING PAPER SERIES SALIENCE THEORY OF CHOICE UNDER RISK Pedro Bordalo Nicola Gennaioli Andrei Shleifer Working Paper 16387 http://www.nber.org/papers/w16387 NATIONAL BUREAU OF ECONOMIC RESEARCH

More information

Endowment effects. Becker-DeGroot-Marschak mechanism. ECON4260 Behavioral Economics. Endowment effects and aversion to modest risk

Endowment effects. Becker-DeGroot-Marschak mechanism. ECON4260 Behavioral Economics. Endowment effects and aversion to modest risk ECON4260 Behavioral Economics 3 rd lecture Endowment effects and aversion to modest risk Endowment effects Half the group get an mug the other half gets 5 $ (sometimes a 3. group gets nothing) The mug

More information

8/31/2011. ECON4260 Behavioral Economics. Suggested approximation (See Benartzi and Thaler, 1995) The value function (see Benartzi and Thaler, 1995)

8/31/2011. ECON4260 Behavioral Economics. Suggested approximation (See Benartzi and Thaler, 1995) The value function (see Benartzi and Thaler, 1995) ECON4260 Behavioral Economics 3 rd lecture Endowment effects and aversion to modest risk Suggested approximation (See Benartzi and Thaler, 1995) w( p) p p (1 p) 0.61for gains 0.69 for losses 1/ 1 0,9 0,8

More information

Reference Dependence Lecture 1

Reference Dependence Lecture 1 Reference Dependence Lecture 1 Mark Dean Princeton University - Behavioral Economics Plan for this Part of Course Bounded Rationality (4 lectures) Reference dependence (3 lectures) Neuroeconomics (2 lectures)

More information

Salience Theory of Choice Under Risk Pedro Bordalo Nicola Gennaioli Andrei Shleifer This version: December 2011 (March 2010)

Salience Theory of Choice Under Risk Pedro Bordalo Nicola Gennaioli Andrei Shleifer This version: December 2011 (March 2010) Salience Theory of Choice Under Risk Pedro Bordalo Nicola Gennaioli Andrei Shleifer This version: December 2011 (March 2010) Barcelona GSE Working Paper Series Working Paper nº 501 Salience Theory of Choice

More information

Module 3: Factor Models

Module 3: Factor Models Module 3: Factor Models (BUSFIN 4221 - Investments) Andrei S. Gonçalves 1 1 Finance Department The Ohio State University Fall 2016 1 Module 1 - The Demand for Capital 2 Module 1 - The Supply of Capital

More information

SALIENCE THEORY OF CHOICE UNDER RISK. Pedro Bordalo Nicola Gennaioli Andrei Shleifer

SALIENCE THEORY OF CHOICE UNDER RISK. Pedro Bordalo Nicola Gennaioli Andrei Shleifer SALIENCE THEORY OF CHOICE UNDER RISK Pedro Bordalo Nicola Gennaioli Andrei Shleifer We present a theory of choice among lotteries in which the decision maker s attention is drawn to (precisely defined)

More information

Internet Appendix Low Interest Rates and Risk Taking: Evidence from Individual Investment Decisions

Internet Appendix Low Interest Rates and Risk Taking: Evidence from Individual Investment Decisions Internet Appendix Low Interest Rates and Risk Taking: Evidence from Individual Investment Decisions Chen Lian 1, Yueran Ma 2, and Carmen Wang 3 1 Massachusetts Institute of Technology 2 University of Chicago

More information

Optimal Taxation Policy in the Presence of Comprehensive Reference Externalities. Constantin Gurdgiev

Optimal Taxation Policy in the Presence of Comprehensive Reference Externalities. Constantin Gurdgiev Optimal Taxation Policy in the Presence of Comprehensive Reference Externalities. Constantin Gurdgiev Department of Economics, Trinity College, Dublin Policy Institute, Trinity College, Dublin Open Republic

More information

Salience Theory and Stock Prices: Empirical Evidence

Salience Theory and Stock Prices: Empirical Evidence Salience Theory and Stock Prices: Empirical Evidence Mathijs Cosemans and Rik Frehen Abstract We present empirical evidence on the asset pricing implications of salience theory. In our model, investors

More information

Ed Westerhout. Netspar Pension Day. CPB, TiU, Netspar. October 13, 2017 Utrecht

Ed Westerhout. Netspar Pension Day. CPB, TiU, Netspar. October 13, 2017 Utrecht Ed Westerhout CPB, TiU, Netspar Netspar Pension Day October 13, 2017 Utrecht Welfare gains from intergenerational risk sharing - Collective db en dc systems Prospect theory - Matches the data better than

More information

Behavioral Finance. Understanding the Social, Cognitive, and Economic Debates EDWIN T. BURTON SUNIT N. SHAH

Behavioral Finance. Understanding the Social, Cognitive, and Economic Debates EDWIN T. BURTON SUNIT N. SHAH Behavioral Finance Understanding the Social, Cognitive, and Economic Debates EDWIN T. BURTON SUNIT N. SHAH Contents Preface xi Introduction 1 PART ONE Introduction to Behavioral Finance CHAPTER 1 What

More information

Ambiguity Aversion in Standard and Extended Ellsberg Frameworks: α-maxmin versus Maxmin Preferences

Ambiguity Aversion in Standard and Extended Ellsberg Frameworks: α-maxmin versus Maxmin Preferences Ambiguity Aversion in Standard and Extended Ellsberg Frameworks: α-maxmin versus Maxmin Preferences Claudia Ravanelli Center for Finance and Insurance Department of Banking and Finance, University of Zurich

More information

From Cashews to The Evolution of Behavioral Economics. Richard H. Thaler NOBEL PRIZE LECTURE DECEMBER 8, 2017

From Cashews to The Evolution of Behavioral Economics. Richard H. Thaler NOBEL PRIZE LECTURE DECEMBER 8, 2017 From Cashews to The Evolution of Behavioral Economics Richard H. Thaler NOBEL PRIZE LECTURE DECEMBER 8, 2017 Stories and thought experiments circa 1970s The dinner party. Conundrum: Why were we happy to

More information

Chapter 14. Exotic Options: I. Question Question Question Question The geometric averages for stocks will always be lower.

Chapter 14. Exotic Options: I. Question Question Question Question The geometric averages for stocks will always be lower. Chapter 14 Exotic Options: I Question 14.1 The geometric averages for stocks will always be lower. Question 14.2 The arithmetic average is 5 (three 5s, one 4, and one 6) and the geometric average is (5

More information

Reference-Dependent Preferences with Expectations as the Reference Point

Reference-Dependent Preferences with Expectations as the Reference Point Reference-Dependent Preferences with Expectations as the Reference Point January 11, 2011 Today The Kőszegi/Rabin model of reference-dependent preferences... Featuring: Personal Equilibrium (PE) Preferred

More information

NBER WORKING PAPER SERIES NEGLECTED RISKS: THE PSYCHOLOGY OF FINANCIAL CRISES. Nicola Gennaioli Andrei Shleifer Robert Vishny

NBER WORKING PAPER SERIES NEGLECTED RISKS: THE PSYCHOLOGY OF FINANCIAL CRISES. Nicola Gennaioli Andrei Shleifer Robert Vishny NBER WORKING PAPER SERIES NEGLECTED RISKS: THE PSYCHOLOGY OF FINANCIAL CRISES Nicola Gennaioli Andrei Shleifer Robert Vishny Working Paper 20875 http://www.nber.org/papers/w20875 NATIONAL BUREAU OF ECONOMIC

More information

Context Dependent Preferences

Context Dependent Preferences Context Dependent Preferences Mark Dean Behavioral Economics G6943 Fall 2016 Context Dependent Preferences So far, we have assumed that utility comes from the final outcome they receive People make choices

More information

Behavioral Economics & the Design of Agricultural Index Insurance in Developing Countries

Behavioral Economics & the Design of Agricultural Index Insurance in Developing Countries Behavioral Economics & the Design of Agricultural Index Insurance in Developing Countries Michael R Carter Department of Agricultural & Resource Economics BASIS Assets & Market Access Research Program

More information

Problem Set 2. Theory of Banking - Academic Year Maria Bachelet March 2, 2017

Problem Set 2. Theory of Banking - Academic Year Maria Bachelet March 2, 2017 Problem Set Theory of Banking - Academic Year 06-7 Maria Bachelet maria.jua.bachelet@gmai.com March, 07 Exercise Consider an agency relationship in which the principal contracts the agent, whose effort

More information

Ec101: Behavioral Economics

Ec101: Behavioral Economics Ec: Behavioral Economics Answer Key to Homework # 4 th May 7 Question One (i Bayesian updating Let ( L p We can assume (following Kahneman & Tversky 97, sychological Review that the only two choices are

More information

Salience Theory and Stock Prices: Empirical Evidence

Salience Theory and Stock Prices: Empirical Evidence Salience Theory and Stock Prices: Empirical Evidence Mathijs Cosemans Rotterdam School of Management, Erasmus University Rik Frehen Tilburg University First draft: June 2016 This version: July 2017 Abstract

More information

Discussion of Subjective Intertemporal Substitution

Discussion of Subjective Intertemporal Substitution Discussion of Subjective Intertemporal Substitution Eric Sims University of Notre Dame March 2016 1 / 14 Broad Overview Very interesting paper with current policy relevance Estimates elasticity of intertemporal

More information

Tear Down This Wall Street: The Effect of Anti-market Ideology on Financial Decisions

Tear Down This Wall Street: The Effect of Anti-market Ideology on Financial Decisions Tear Down This Wall Street: The Effect of Anti-market Ideology on Financial Decisions Francesco D Acunto This Version: September 2016 Abstract Anti-market ideology pre-exists modern capitalism, is diffused

More information

Learning Objectives 6/2/18. Some keys from yesterday

Learning Objectives 6/2/18. Some keys from yesterday Valuation and pricing (November 5, 2013) Lecture 12 Decisions Risk & Uncertainty Olivier J. de Jong, LL.M., MM., MBA, CFD, CFFA, AA www.centime.biz Some keys from yesterday Learning Objectives v Explain

More information

The Worst, The Best, Ignoring All the Rest: The Rank Effect and Trading Behavior

The Worst, The Best, Ignoring All the Rest: The Rank Effect and Trading Behavior : The Rank Effect and Trading Behavior Samuel M. Hartzmark The Q-Group October 19 th, 2014 Motivation How do investors form and trade portfolios? o Normative: Optimal portfolios Combine many assets into

More information

LECTURE NOTES 10 ARIEL M. VIALE

LECTURE NOTES 10 ARIEL M. VIALE LECTURE NOTES 10 ARIEL M VIALE 1 Behavioral Asset Pricing 11 Prospect theory based asset pricing model Barberis, Huang, and Santos (2001) assume a Lucas pure-exchange economy with three types of assets:

More information

Endowment Effects and Usage of Financial Products: Evidence from Malawi

Endowment Effects and Usage of Financial Products: Evidence from Malawi Endowment Effects and Usage of Financial Products: Evidence from Malawi Xavier Giné and Jessica Goldberg PRELIMINARY AND INCOMPLETE Abstract Savings account holders are significantly less likely to switch

More information

Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany

Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany Nadja Dwenger (MPI) Henrik Kleven (LSE) Imran Rasul (UCL) Johannes Rincke (Erlangen-Nuremberg) October

More information

The Display of Information and Household Investment Behavior

The Display of Information and Household Investment Behavior The Display of Information and Household Investment Behavior Maya Shaton Federal Reserve Board April 7, 2016 Disclaimer: The views expressed are solely the responsibility of the authors and should not

More information

CHOICE THEORY, UTILITY FUNCTIONS AND RISK AVERSION

CHOICE THEORY, UTILITY FUNCTIONS AND RISK AVERSION CHOICE THEORY, UTILITY FUNCTIONS AND RISK AVERSION Szabolcs Sebestyén szabolcs.sebestyen@iscte.pt Master in Finance INVESTMENTS Sebestyén (ISCTE-IUL) Choice Theory Investments 1 / 65 Outline 1 An Introduction

More information

The Willingness to Pay, Accept and Retire

The Willingness to Pay, Accept and Retire The Willingness to Pay, Accept and Retire Philipp Schreiber a, Martin Weber a a University of Mannheim, Department of Banking and Finance L5, 2. 68161 Mannheim, Germany. Abstract Today s pay-as-you-go

More information

Chapter 3: Model of Consumer Behavior

Chapter 3: Model of Consumer Behavior CHAPTER 3 CONSUMER THEORY Chapter 3: Model of Consumer Behavior Premises of the model: 1.Individual tastes or preferences determine the amount of pleasure people derive from the goods and services they

More information

THE CODING OF OUTCOMES IN TAXPAYERS REPORTING DECISIONS. A. Schepanski The University of Iowa

THE CODING OF OUTCOMES IN TAXPAYERS REPORTING DECISIONS. A. Schepanski The University of Iowa THE CODING OF OUTCOMES IN TAXPAYERS REPORTING DECISIONS A. Schepanski The University of Iowa May 2001 The author thanks Teri Shearer and the participants of The University of Iowa Judgment and Decision-Making

More information

AAEC 6524: Environmental Economic Theory and Policy Analysis. Outline. Introduction to Non-Market Valuation Part A. Klaus Moeltner Spring 2017

AAEC 6524: Environmental Economic Theory and Policy Analysis. Outline. Introduction to Non-Market Valuation Part A. Klaus Moeltner Spring 2017 AAEC 6524: Environmental Economic Theory and Policy Analysis to Non-Market Valuation Part A Klaus Moeltner Spring 207 March 4, 207 / 38 Outline 2 / 38 Methods to estimate damage and cost functions needed

More information

Copyright (C) 2001 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of version 1 of the

Copyright (C) 2001 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of version 1 of the Copyright (C) 2001 David K. Levine This document is an open textbook; you can redistribute it and/or modify it under the terms of version 1 of the open text license amendment to version 2 of the GNU General

More information

MICROECONOMIC THEROY CONSUMER THEORY

MICROECONOMIC THEROY CONSUMER THEORY LECTURE 5 MICROECONOMIC THEROY CONSUMER THEORY Choice under Uncertainty (MWG chapter 6, sections A-C, and Cowell chapter 8) Lecturer: Andreas Papandreou 1 Introduction p Contents n Expected utility theory

More information

ASSET ALLOCATION WITH POWER-LOG UTILITY FUNCTIONS VS. MEAN-VARIANCE OPTIMIZATION

ASSET ALLOCATION WITH POWER-LOG UTILITY FUNCTIONS VS. MEAN-VARIANCE OPTIMIZATION ASSET ALLOCATION WITH POWER-LOG UTILITY FUNCTIONS VS. MEAN-VARIANCE OPTIMIZATION Jivendra K. Kale, Graduate Business Programs, Saint Mary s College of California 1928 Saint Mary s Road, Moraga, CA 94556.

More information

Labor Economics Field Exam Spring 2011

Labor Economics Field Exam Spring 2011 Labor Economics Field Exam Spring 2011 Instructions You have 4 hours to complete this exam. This is a closed book examination. No written materials are allowed. You can use a calculator. THE EXAM IS COMPOSED

More information

UCLA Anderson School of Management Daniel Andrei, Option Markets 232D, Fall MBA Midterm. November Date:

UCLA Anderson School of Management Daniel Andrei, Option Markets 232D, Fall MBA Midterm. November Date: UCLA Anderson School of Management Daniel Andrei, Option Markets 232D, Fall 2013 MBA Midterm November 2013 Date: Your Name: Your Equiz.me email address: Your Signature: 1 This exam is open book, open notes.

More information

Risk and Rationality: The Relative Importance of Probability Weighting and Choice Set Dependence

Risk and Rationality: The Relative Importance of Probability Weighting and Choice Set Dependence Risk and Rationality: The Relative Importance of Probability Weighting and Choice Set Dependence Adrian Bruhin Maha Manai Luís Santos-Pinto University of Lausanne Faculty of Business and Economics (HEC

More information

Algorithmic and High-Frequency Trading

Algorithmic and High-Frequency Trading LOBSTER June 2 nd 2016 Algorithmic and High-Frequency Trading Julia Schmidt Overview Introduction Market Making Grossman-Miller Market Making Model Trading Costs Measuring Liquidity Market Making using

More information

Department of Economics ECO 204 Microeconomic Theory for Commerce (Ajaz) Test 2 Solutions

Department of Economics ECO 204 Microeconomic Theory for Commerce (Ajaz) Test 2 Solutions Department of Economics ECO 204 Microeconomic Theory for Commerce 2016-2017 (Ajaz) Test 2 Solutions YOU MAY USE A EITHER A PEN OR A PENCIL TO ANSWER QUESTIONS PLEASE ENTER THE FOLLOWING INFORMATION LAST

More information

Dynamic Decision Making in Agricultural Futures and Options Markets by Fabio Mattos, Philip Garcia and Joost M. E. Pennings

Dynamic Decision Making in Agricultural Futures and Options Markets by Fabio Mattos, Philip Garcia and Joost M. E. Pennings Dynamic Decision Making in Agricultural Futures and Options Markets by Fabio Mattos, Philip Garcia and Joost M. E. Pennings Suggested citation format: Mattos, F., P. Garcia, and J. M. E. Pennings. 2008.

More information

Asset Pricing in Financial Markets

Asset Pricing in Financial Markets Cognitive Biases, Ambiguity Aversion and Asset Pricing in Financial Markets E. Asparouhova, P. Bossaerts, J. Eguia, and W. Zame April 17, 2009 The Question The Question Do cognitive biases (directly) affect

More information

Investment Decisions and Negative Interest Rates

Investment Decisions and Negative Interest Rates Investment Decisions and Negative Interest Rates No. 16-23 Anat Bracha Abstract: While the current European Central Bank deposit rate and 2-year German government bond yields are negative, the U.S. 2-year

More information

Behavioral Finance. Nicholas Barberis Yale School of Management October 2016

Behavioral Finance. Nicholas Barberis Yale School of Management October 2016 Behavioral Finance Nicholas Barberis Yale School of Management October 2016 Overview from the 1950 s to the 1990 s, finance research was dominated by the rational agent framework assumes that all market

More information

Prospect Theory and the Size and Value Premium Puzzles. Enrico De Giorgi, Thorsten Hens and Thierry Post

Prospect Theory and the Size and Value Premium Puzzles. Enrico De Giorgi, Thorsten Hens and Thierry Post Prospect Theory and the Size and Value Premium Puzzles Enrico De Giorgi, Thorsten Hens and Thierry Post Institute for Empirical Research in Economics Plattenstrasse 32 CH-8032 Zurich Switzerland and Norwegian

More information

Rational theories of finance tell us how people should behave and often do not reflect reality.

Rational theories of finance tell us how people should behave and often do not reflect reality. FINC3023 Behavioral Finance TOPIC 1: Expected Utility Rational theories of finance tell us how people should behave and often do not reflect reality. A normative theory based on rational utility maximizers

More information

Measuring Attitude towards Risk Treatment Actions amongst Information Security Professionals: an Experimental Approach

Measuring Attitude towards Risk Treatment Actions amongst Information Security Professionals: an Experimental Approach Measuring Attitude towards Risk Treatment Actions amongst Information Security Professionals: an Experimental Approach Konstantinos Mersinas 1, Bjoern Hartig 2, Keith M. Martin 1 and Andrew Seltzer 2,3

More information

Game Theory Lecture Notes

Game Theory Lecture Notes Game Theory Lecture Notes Sérgio O. Parreiras Economics Department, UNC at Chapel Hill Spring, 2015 Outline Road Map Decision Problems Static Games Nash Equilibrium Pareto Efficiency Constrained Optimization

More information

FIN 6160 Investment Theory. Lecture 7-10

FIN 6160 Investment Theory. Lecture 7-10 FIN 6160 Investment Theory Lecture 7-10 Optimal Asset Allocation Minimum Variance Portfolio is the portfolio with lowest possible variance. To find the optimal asset allocation for the efficient frontier

More information

Valuing Put Options with Put-Call Parity S + P C = [X/(1+r f ) t ] + [D P /(1+r f ) t ] CFA Examination DERIVATIVES OPTIONS Page 1 of 6

Valuing Put Options with Put-Call Parity S + P C = [X/(1+r f ) t ] + [D P /(1+r f ) t ] CFA Examination DERIVATIVES OPTIONS Page 1 of 6 DERIVATIVES OPTIONS A. INTRODUCTION There are 2 Types of Options Calls: give the holder the RIGHT, at his discretion, to BUY a Specified number of a Specified Asset at a Specified Price on, or until, a

More information

On the evolution of probability-weighting function and its impact on gambling

On the evolution of probability-weighting function and its impact on gambling Edith Cowan University Research Online ECU Publications Pre. 2011 2001 On the evolution of probability-weighting function and its impact on gambling Steven Li Yun Hsing Cheung Li, S., & Cheung, Y. (2001).

More information

not to be republished NCERT Chapter 2 Consumer Behaviour 2.1 THE CONSUMER S BUDGET

not to be republished NCERT Chapter 2 Consumer Behaviour 2.1 THE CONSUMER S BUDGET Chapter 2 Theory y of Consumer Behaviour In this chapter, we will study the behaviour of an individual consumer in a market for final goods. The consumer has to decide on how much of each of the different

More information

Randomizing Endowments: An Experimental Study of Rational Expectations and Reference-Dependent Preferences

Randomizing Endowments: An Experimental Study of Rational Expectations and Reference-Dependent Preferences DISCUSSION PAPER SERIES IZA DP No. 8639 Randomizing Endowments: An Experimental Study of Rational Expectations and Reference-Dependent Preferences Lorenz Goette Annette Harms Charles Sprenger November

More information

Loss Aversion. Institute for Empirical Research in Economics University of Zurich. Working Paper Series ISSN Working Paper No.

Loss Aversion. Institute for Empirical Research in Economics University of Zurich. Working Paper Series ISSN Working Paper No. Institute for Empirical Research in Economics University of Zurich Working Paper Series ISSN 1424-0459 Working Paper No. 375 Loss Aversion Pavlo R. Blavatskyy June 2008 Loss Aversion Pavlo R. Blavatskyy

More information

PART I LEARNING OUTCOMES, SUMMARY OVERVIEW, AND PROBLEMS COPYRIGHTED MATERIAL

PART I LEARNING OUTCOMES, SUMMARY OVERVIEW, AND PROBLEMS COPYRIGHTED MATERIAL PART I LEARNING OUTCOMES, SUMMARY OVERVIEW, AND PROBLEMS COPYRIGHTED MATERIAL CHAPTER 1 EQUITY VALUATION: APPLICATIONS AND PROCESSES LEARNING OUTCOMES After completing this chapter, you will be able to

More information

Portfolio Management Philip Morris has issued bonds that pay coupons annually with the following characteristics:

Portfolio Management Philip Morris has issued bonds that pay coupons annually with the following characteristics: Portfolio Management 010-011 1. a. Critically discuss the mean-variance approach of portfolio theory b. According to Markowitz portfolio theory, can we find a single risky optimal portfolio which is suitable

More information

Research on Value Assessment Methods of the NEWOTCBB Listed Company

Research on Value Assessment Methods of the NEWOTCBB Listed Company International Business and Management Vol. 10, No. 2, 2015, pp. 38-42 DOI:10.3968/6755 ISSN 1923-841X [Print] ISSN 1923-8428 [Online] www.cscanada.net www.cscanada.org Research on Value Assessment Methods

More information

BEEM109 Experimental Economics and Finance

BEEM109 Experimental Economics and Finance University of Exeter Recap Last class we looked at the axioms of expected utility, which defined a rational agent as proposed by von Neumann and Morgenstern. We then proceeded to look at empirical evidence

More information

Chapter 3. A Consumer s Constrained Choice

Chapter 3. A Consumer s Constrained Choice Chapter 3 A Consumer s Constrained Choice If this is coffee, please bring me some tea; but if this is tea, please bring me some coffee. Abraham Lincoln Chapter 3 Outline 3.1 Preferences 3.2 Utility 3.3

More information

1 A map of indifference curves are a visual way of representing preferences

1 A map of indifference curves are a visual way of representing preferences 1 A map of indifference curves are a visual way of representing preferences draft Oct 30, 2017 Remember that consumer theory assumes you have a ranking of bundles (your preferences) such that bundles j

More information

Dollar Funding and the Lending Behavior of Global Banks

Dollar Funding and the Lending Behavior of Global Banks Dollar Funding and the Lending Behavior of Global Banks Victoria Ivashina (with David Scharfstein and Jeremy Stein) Facts US dollar assets of foreign banks are very large - Foreign banks play a major role

More information

Suggested solutions to the 6 th seminar, ECON4260

Suggested solutions to the 6 th seminar, ECON4260 1 Suggested solutions to the 6 th seminar, ECON4260 Problem 1 a) What is a public good game? See, for example, Camerer (2003), Fehr and Schmidt (1999) p.836, and/or lecture notes, lecture 1 of Topic 3.

More information

Discrete Annual MGTS IBOSS 1 R MGTS IBOSS 2 R MGTS IBOSS 4 R MGTS IBOSS 6 R

Discrete Annual MGTS IBOSS 1 R MGTS IBOSS 2 R MGTS IBOSS 4 R MGTS IBOSS 6 R OEIC INVESTMENT PERFORMANCE TABLE to 28 th February 2018 OEIC Outperformance Cumulative Performance to 28/02/2018 3 Months 6 Months 1 Year Since Launch 22/02/2016 Discrete Annual 2017 IBOSS 1 R Acc -0.26

More information

Searching for a QALY threshold range: Some research based policy lessons

Searching for a QALY threshold range: Some research based policy lessons Symposium: The value of health: What is the threshold Erasmus University, Netherlands, 10.05.2012 Searching for a QALY threshold range: Some research based policy lessons Jan Abel Olsen University of Tromsø,

More information

Mock Examination 2010

Mock Examination 2010 [EC7086] Mock Examination 2010 No. of Pages: [7] No. of Questions: [6] Subject [Economics] Title of Paper [EC7086: Microeconomic Theory] Time Allowed [Two (2) hours] Instructions to candidates Please answer

More information

FINANCE 2011 TITLE: 2013 RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES

FINANCE 2011 TITLE: 2013 RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES 2013 RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES FINANCE 2011 TITLE: Managing Option Trading Risk with Greeks when Analogy Making Matters AUTHOR: Schools of Economics and Political Science

More information

Positive v. Normative Justifications for Benefit-Cost Analysis

Positive v. Normative Justifications for Benefit-Cost Analysis Positive v. Normative Justifications for Benefit-Cost Analysis James K. Hammitt Harvard University (Center for Risk Analysis) Toulouse School of Economics (LERNA-INRA) Positive (descriptive) v. Normative

More information

International Economics Lecture 2: The Ricardian Model

International Economics Lecture 2: The Ricardian Model International Economics Lecture 2: The Ricardian Model Min Hua & Yiqing Xie School of Economics Fudan University Mar. 5, 2014 Min Hua & Yiqing Xie (Fudan University) Int l Econ - Ricardian Mar. 5, 2014

More information

ANASH EQUILIBRIUM of a strategic game is an action profile in which every. Strategy Equilibrium

ANASH EQUILIBRIUM of a strategic game is an action profile in which every. Strategy Equilibrium Draft chapter from An introduction to game theory by Martin J. Osborne. Version: 2002/7/23. Martin.Osborne@utoronto.ca http://www.economics.utoronto.ca/osborne Copyright 1995 2002 by Martin J. Osborne.

More information

A Rational Model of the Closed-End Fund Discount

A Rational Model of the Closed-End Fund Discount A Rational Model of the Closed-End Fund Discount Jonathan Berk and Richard Stanton University of California, Berkeley The Mutual Fund Industry Broadly speaking the industry is divided into three types

More information

MODULE 1 INTRODUCTION TO BEHAVIORAL POLICYMAKING

MODULE 1 INTRODUCTION TO BEHAVIORAL POLICYMAKING MODULE 1 INTRODUCTION TO BEHAVIORAL POLICYMAKING 1 Acknowledgments This deck was researched and prepared by Rafe Mazer and Alexandra Fiorillo (GRID Impact). The authors would like to thank our colleagues

More information

Redistribution Effects of Electricity Pricing in Korea

Redistribution Effects of Electricity Pricing in Korea Redistribution Effects of Electricity Pricing in Korea Jung S. You and Soyoung Lim Rice University, Houston, TX, U.S.A. E-mail: jsyou10@gmail.com Revised: January 31, 2013 Abstract Domestic electricity

More information

Prospect Theory, Partial Liquidation and the Disposition Effect

Prospect Theory, Partial Liquidation and the Disposition Effect Prospect Theory, Partial Liquidation and the Disposition Effect Vicky Henderson Oxford-Man Institute of Quantitative Finance University of Oxford vicky.henderson@oxford-man.ox.ac.uk 6th Bachelier Congress,

More information

$$ Behavioral Finance 1

$$ Behavioral Finance 1 $$ Behavioral Finance 1 Why do financial advisors exist? Know active stock picking rarely produces winners Efficient markets tells us information immediately is reflected in prices If buy baskets/indices

More information

Economics and Portfolio Strategy

Economics and Portfolio Strategy Economics and Portfolio Strategy Peter L. Bernstein, Inc. 575 Madison Avenue, Suite 1006 New York, N.Y. 10022 Phone: 212 421 8385 FAX: 212 421 8537 October 15, 2004 SKEW YOU, SAY THE BEHAVIORALISTS 1 By

More information

Econ 302 Assignment 2 Answer Key

Econ 302 Assignment 2 Answer Key Econ 302 Assignment 2 Answer ey Chapter 6 6.6 (a) In the example in the text, region A uses technology f A (l) to produce output, while region B uses technology (with a higher MPL schedule), f B (l). If

More information

Social Common Capital and Sustainable Development. H. Uzawa. Social Common Capital Research, Tokyo, Japan. (IPD Climate Change Manchester Meeting)

Social Common Capital and Sustainable Development. H. Uzawa. Social Common Capital Research, Tokyo, Japan. (IPD Climate Change Manchester Meeting) Social Common Capital and Sustainable Development H. Uzawa Social Common Capital Research, Tokyo, Japan (IPD Climate Change Manchester Meeting) In this paper, we prove in terms of the prototype model of

More information

Lecture 3: Prospect Theory, Framing, and Mental Accounting. Expected Utility Theory. The key features are as follows:

Lecture 3: Prospect Theory, Framing, and Mental Accounting. Expected Utility Theory. The key features are as follows: Topics Lecture 3: Prospect Theory, Framing, and Mental Accounting Expected Utility Theory Violations of EUT Prospect Theory Framing Mental Accounting Application of Prospect Theory, Framing, and Mental

More information

Can Investor Risk Perception Be Explained by Cumulative Prospect Theory?

Can Investor Risk Perception Be Explained by Cumulative Prospect Theory? Can Investor Risk Perception Be Explained by Cumulative Prospect Theory? Master s Thesis Author: Markus Strucks (S4361407) Supervisor: Prof. Dr. Stefan Zeisberger Radboud University Nijmegen Nijmegen School

More information

FINANCE 2011 TITLE: RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES

FINANCE 2011 TITLE: RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES RISK AND SUSTAINABLE MANAGEMENT GROUP WORKING PAPER SERIES 2014 FINANCE 2011 TITLE: Mental Accounting: A New Behavioral Explanation of Covered Call Performance AUTHOR: Schools of Economics and Political

More information

A Preference Foundation for Fehr and Schmidt s Model. of Inequity Aversion 1

A Preference Foundation for Fehr and Schmidt s Model. of Inequity Aversion 1 A Preference Foundation for Fehr and Schmidt s Model of Inequity Aversion 1 Kirsten I.M. Rohde 2 January 12, 2009 1 The author would like to thank Itzhak Gilboa, Ingrid M.T. Rohde, Klaus M. Schmidt, and

More information

Do People Anticipate Loss Aversion?

Do People Anticipate Loss Aversion? Do People Anticipate Loss Aversion? Alex Imas, Sally Sadoff and Anya Samek March, 2014 This Version: June 22, 2015 Abstract There is growing interest in the use of loss contracts that offer performance

More information

An Empirical Note on the Relationship between Unemployment and Risk- Aversion

An Empirical Note on the Relationship between Unemployment and Risk- Aversion An Empirical Note on the Relationship between Unemployment and Risk- Aversion Luis Diaz-Serrano and Donal O Neill National University of Ireland Maynooth, Department of Economics Abstract In this paper

More information

Limits to Arbitrage. George Pennacchi. Finance 591 Asset Pricing Theory

Limits to Arbitrage. George Pennacchi. Finance 591 Asset Pricing Theory Limits to Arbitrage George Pennacchi Finance 591 Asset Pricing Theory I.Example: CARA Utility and Normal Asset Returns I Several single-period portfolio choice models assume constant absolute risk-aversion

More information

Real Wages and Non-Traded Goods

Real Wages and Non-Traded Goods Real Wages and Non-Traded Goods Ronald W. Jones University of Rochester Certainly since the time of the famous Stolper-Samuelson article in 1941, much of the literature on the theory of international trade

More information

How does the type of subsidization affect investments: Experimental evidence

How does the type of subsidization affect investments: Experimental evidence Arbeitskreis Quantitative Steuerlehre Quantitative Research in Taxation Discussion Papers Hagen Ackermann How does the type of subsidization affect investments: Experimental evidence arqus Discussion Paper

More information

A303 Stonehenge Amesbury to Berwick Down. Valuing Heritage Impacts: Appendices

A303 Stonehenge Amesbury to Berwick Down. Valuing Heritage Impacts: Appendices A303 Stonehenge Amesbury to Berwick Down Valuing Heritage Impacts: Appendices HE551506-AA-GEN-SWI-RP-JX-000026 P01, S2 06/02/2017 CONTENTS Chapter Pages Appendix A Survey Information I A.1 Information

More information

Introduction. Two main characteristics: Editing Evaluation. The use of an editing phase Outcomes as difference respect to a reference point 2

Introduction. Two main characteristics: Editing Evaluation. The use of an editing phase Outcomes as difference respect to a reference point 2 Prospect theory 1 Introduction Kahneman and Tversky (1979) Kahneman and Tversky (1992) cumulative prospect theory It is classified as nonconventional theory It is perhaps the most well-known of alternative

More information

Behavioral Finance and Its Effect on Pension Portfolios

Behavioral Finance and Its Effect on Pension Portfolios Behavioral Finance and Its Effect on Pension Portfolios Neil Lloyd, Head of US DC & Financial Wellness Research, Mercer, United States 12 April 2018 CONTENT 1 2 3 4 Introduction to Behavioral Finance Impact

More information

Sang-Wook (Stanley) Cho

Sang-Wook (Stanley) Cho Beggar-thy-parents? A Lifecycle Model of Intergenerational Altruism Sang-Wook (Stanley) Cho University of New South Wales, Sydney July 2009, CEF Conference Motivation & Question Since Becker (1974), several

More information

Advanced Microeconomic Theory

Advanced Microeconomic Theory Advanced Microeconomic Theory Lecture Notes Sérgio O. Parreiras Fall, 2016 Outline Mathematical Toolbox Decision Theory Partial Equilibrium Search Intertemporal Consumption General Equilibrium Financial

More information

Applied Macro Finance

Applied Macro Finance Master in Money and Finance Goethe University Frankfurt Week 2: Factor models and the cross-section of stock returns Fall 2012/2013 Please note the disclaimer on the last page Announcements Next week (30

More information

E&G, Chap 10 - Utility Analysis; the Preference Structure, Uncertainty - Developing Indifference Curves in {E(R),σ(R)} Space.

E&G, Chap 10 - Utility Analysis; the Preference Structure, Uncertainty - Developing Indifference Curves in {E(R),σ(R)} Space. 1 E&G, Chap 10 - Utility Analysis; the Preference Structure, Uncertainty - Developing Indifference Curves in {E(R),σ(R)} Space. A. Overview. c 2 1. With Certainty, objects of choice (c 1, c 2 ) 2. With

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

The month of the year effect explained by prospect theory on Polish Stock Exchange

The month of the year effect explained by prospect theory on Polish Stock Exchange The month of the year effect explained by prospect theory on Polish Stock Exchange Renata Dudzińska-Baryła and Ewa Michalska 1 Abstract The month of the year anomaly is one of the most important calendar

More information

Trade and Development

Trade and Development Trade and Development Table of Contents 2.2 Growth theory revisited a) Post Keynesian Growth Theory the Harrod Domar Growth Model b) Structural Change Models the Lewis Model c) Neoclassical Growth Theory

More information