Session 11a:  Statistical Tools for Data Integration

• Lecture Notes (powerpoint) (PDF)

• Assigned Readings
  • Gelman, Andrew and Donald Rubin, “Inference from Iterative Simulation Using Multiple Sequences.” Statistical Science. 1992.
• Robinson, G.K., “That BLUP is a Good Thing: The Estimation of Random Effects,” Statistical Science. 1992.
• Scheuren, F. and Winkler W.E., "Regression Analysis of Files That Are Computer Matched," Survey Methodology, 1993.
• Scheuren, F. and Winkler W.E., "Regression Analysis of Files That Are Computer Matched-Part II," Survey Methodology, 1997.
• Lahiri P. and Larsen, M.D. "Regression Analysis with Linked Data" JASA 2005.
• Gilmour, Arthur et al., “Average Information REML: An Efficient Algorithm for Variance Parameter Estimation in Linear Mixed Models” Biometrics 1995
• Gilmour A. et al., ASReml User Guide Release 1.0 “ASReml is a statistical package that fits linear mixed models using Residual Maximum Likelihood.”
• Abowd, John et al. “Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data.” March 2002

• Background Readings and Materials