Session 11: Modeling Integrated Data
- Assigned Readings and Materials
- 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. & Larsen, M.D. (2005), "Regression Analysis with Linked Data", JASA, Vol. 100(469), pp. 222 - 230 (JSTOR copy)
- 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
- Goldenberg, Anna, Stephen Fienberg, Alice X. Zheng, and Edoardo M Airoldi "A Survey of Statistical Nework Models," December 2009 (arxiv.org)
- Assigned Tasks
- Background Materials
