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