Session 8: Statistical Tools: Missing Data Methods
- Lecture Notes (PowerPoint PDF MI component)
- Be sure to download the MI component if using the PowerPoint)
- Assigned Readings and Materials
- Little, R and D.B. Rubin Statisitical Analysis with Missing Data (Hoboken, NJ: Wiley, 2002) (URL is for the Cornell Library) see Chapter 1 and the chapter on Bayes and Multiple imputation
- Assigned Tasks
- Background Materials
- Census PUMS Example
- Census/BLS CPS Example, CPS Technical Paper 63, Design and Methodology
- Census County Business Patterns imputation methodology
- BLS NLS Example, BLS Handbook of Methods, Chapter 7.
- Kennickell, Arthur (1998) “Multiple Imputation in the Survey of Consumer Finances”, Prepared for August 1998 Joint Statistical Meetings, Dallas, TX
- Federal Reserve Board, Survey of Consumer Finances
- Federal Reserve Board SCF Codebook (2001)
- Bollinger and Hirsch CPS Earnings Data