Finance 7870 Empirical Methods in Finance

Syllabus

Useful Data Links
Wharton WRDS
Ken French's Web Page
Federal Reserve

Class Schedule

CLM=Campbell, Lo, and MacKinlay
 

Date

Read

Assignment

 

 

Background

CLM Chapter 1 and
Cochrane Review

Slides: Statistics Review
Slides: Chapter 1
Slides: Fun Facts With Returns    Spreadsheet
Slides: Asset Pricing Review

Background Problem Set
Data for Background Problem Set
Sample SAS Program for Background Problem Set
SAS Program for Bootstrapping

Week 1

Return Predictability
CLM Chapter 2

Problem set 1

Daily index returns (from CRSP)

Daily country returns

Weekly country returns

Monthly country returns

Variance ratio program

Slides: Chapter 2
Slides: Chapter 2 (set 2)
Slides: Chapter 2 (set 3)

Week 2

Lo Mamaysky and Wang (2000, JF)
Reinganum (1981, JFE)
Keim (1983, JFE)
Debondt and Thaler (1985, JF)
Jegadeesh and Titman (1993, JF)

GrinBlatt and Moskowitz (1999, JF)
Fama and French (1992, JFE)

Problem set 2

 

 

Fama French 92 SAS program

Fama French 25 size and BM returns

Fama French 25 portfolios average size

Fama French 25 portfolios average BM

Fama French Factors

Week 3

CLM Chapters 5 and 6
CLM Appendix A1 and A2

Slides: Review of maximum likelihood estimation
Slides: Chapter 5--Derivation of CAPM
Slides: Chapter 5--Statistical Tests of CAPM

Week 4

Gibbons Ross and Shanken (1989)
Fama and Macbeth (1973)
Black Jensen and Scholes (1972)
Fama and French (1993, JFE)
Fama and French (1996, multifactor explanations)
Daniel and Titman (1997, JF)

Slides: Chapter 6--Multifactor Pricing Models

Problem set 3
Program template: GRS (1989) Tests

Week 5

CLM chapter 8
Hansen and Jagannathan (1991)

Shiller (Volatility)
Ferson and Harvey (1992)
Jagannathan and Wang (1996)
Harvey (1989)
Ferson et al. (2000, JFM)

Slides: GMM and the CAPM
Program template: GMM example fitting a t-distribution
Data: data file for GMM example

Program template GMM asset pricing tests

Program template GMM tests of conditional models

Size Decile Returns

FF-Research factors

Macro variables
Slides: Chapter 8--Intertemporal Equilibrium Models
Slides: Jaganathan and Wang (1996)

Program template JW CAPM tests

100 size beta portfolio returns

VW index returns

Prem and labor variables
Slides: Summaries of Asset Pricing Papers
Program: Ferson Harvey (1992) CCAPM

Week 6

CLM chapter 4

Slides: Chapter 4--Event Studies

Problem set on event studies
Data on Equity Issues

Week 7

Prabhala (1997)
Barber and Lyon (1997)
Mitchell and Stafford (1999)
Fama (2000, JFE)
Loughran and Ritter (2000, JFE)

Final exam TBD