- R code for Ramsey and Schafer's "Statistical Sleuth: A Course in Methods of Data Analysis": Smith College
- R code for Moore, McCabe, and Craig's "Introduction to the Practice of Statistics": Smith College
- Data and SAS code for A Modern Approach to Regression with R (2009) by S.J. Sheather
- Data and SAS code for SAS System for Mixed Models (1996) by Littell, et. al
- Data and SAS/SPSS/R/Stata code for Linear Mixed Models: A Practical Guide Using Statistical Software (2006) by West, et. al
- Data for Hamilton's Regression with Graphics (linemerge.c) (or use: paste -s -d "\t\n" FILE.RAW to combine pairs of lines)
- Data for Rawlings' Applied Regression Analysis
- Data from Gelman, et al.'s Bayesian Data Aanlysis
- Case Studies in Biometry
- Statistical Science Web Data Set Links (many textbook data links)
- Gapminder
- US Centers for Disease Control: CDC "Wonder" Atlas of United States Mortality National Center for Health Statistics: (NHANES / AnalyticGuidlines) (N(H)AMCS) YRBSS (Methodology) BRFSS Vital Stats National Survey of Family Growth
- CDC Injury Data
- NIAAA
- Kids' Inpatient Database
- DataWeb (Ferrett) from Census Bureau and CDC
- U.S. Bureau of Labor Statistics
- ChildStats.gov
- U.S. Census: Main Site (American Community Survey) (Data Ferrett) (Factfinder) Geocoding with census summary data
- Survey of Earned Doctorates
- Fatal (Highway) Accident Reporting System
- California Vital Statistics
- Non-US
- Other
- Wall Street Journal Data on Political Contributions
- Louis' Bloodletting data from circa 1827
- Trans-Atlantic Slave Trade Database
- Hierarchical Linear Models
- U. Michigan ICPSR Political/Social Data Archive
- Monash U. Time Series Data Library
- CHANCE datasets from articles
- Vlachos' Finance Data Links
- Data Surfing on the WWW
- U. Chicago General Social Survey
- Population Reference Bureau
- Airplane crashes
- Number of times balls 1-69 were drawn in PA Super 6 Lotto from 9/12/1998 to 4/7/2001
- innocentive.com: analyze corporate data for cash prizes (Wikinomics.doc describes Eli Lilly's motivation)
Classic Papers:
- Mixed Models
- Estimation in Covariance Components Models by A.P. Dempster, D.B. Rubin, and R.K. Tsutakawa, JASA, Vol. 76, 1981, pp. 341-353
- Longitudinal Models
- A Generalized Multivariate Analysis of Variance Useful Especially for Growth Curve Problems by R.R. Potthoff and S.N. Roy, Biometrika, Vol. 51, 1964, pp. 313-326
- Analysis of Growth and Dose Response Curves by James E. Grizzle and David M. Allen, Biometrics, Vol. 25, No. 2, Jun., 1969, pp. 357-381
- On Application of Growth Curve Techniques to Time Series Data by G.O. Zerbe and R. H. Jones, JASA, Vol 75, 1980, pp. 507-509
- Random-Effects Models for Longitudinal Data by N.M. Laird and J.H. Ware, Biometrics, Vol 38, 1982, pp. 963-974
- Pseudo-likelihood
- Pseudo Maximum Likelihood Methods: Theory by C. Gourieroux, A. Monfort and A. Trognon, Econometrica, Vol. 52, No. 3. (May, 1984), pp. 681-700.
- Pseudo Maximum Likelihood Methods: Applications to Poisson Models by C. Gourieroux, A. Monfort and A. Trognon, Econometrica, Vol. 52, No. 3. (May, 1984), pp. 701-720.
- Sparse Data
- Rule of Three (BMJ, 311(7005):619, 1995)
- Much Ado About Nothing: A Comparison of the Performance of Meta-Analytical Methods with Rare Eventes by MJ Bradford, JJ Deeks, JA Berlin and AR Localio, Statistics in Medicine, Vol. 26, (2007), pp. 53-77
- What to Add to Nothing? Use and Avoidance of Continuity Corrections in Meta-Analysis of Sparse Data by MJ Sweeting, AJ Sutton, and PC Lambert, Statistics in Medicine, Vol. 23, (2004), pp. 1351-1375.
- Causality
- Meta-analysis
- Exact Inference
- A Survey of Exact Inference for Contingency Tables by Alan Agresti, Statistical Science, Vol 7(1), (Feb 1992), pp. 131-153.
All links active 2/5/2009. Please report missing links to 