Observational Studies

12. References

Angrist, J. (1990). "Lifetime earnings and the Vietnam era draft lottery: Evidence from social security records." The American Economics Review. 83(3): 313-336.

Benjamini, Y., and Hochberg, Y. (1995). "Controlling the false discovery rate: A practical and powerful approach to multiple testing." Journal of the Royal Statistical Society. (Series B) 57(1): 289-300.

Berk, R.A. (2003). Regression analysis: A constructive critique. Sage Publications, Newbury Park, CA.

Berk, R.A., and de Leeuw, J. (1999). "An evaluation of California's inmate classification system using a generalized regression discontinuity design." Journal of the American Statistical Association. 94(448): 1045-1052.

Cochran, W.G., (1983). Planning & analysis of observational studies. New York: John Wiley and Sons.

Cook, R.D. and Weisberg, S. (1999). Applied regression including computing and graphics. New York: John Wiley and Sons.

Freedman, D.A. (2005a). Statistical models: Theory and practice. Cambridge University Press, Cambridge.

Freedman, D.A. (2005b). "Statistical models for causation: What inferential leverage do they provide?" Evaluation Review. 30(6): 691-713.

Freedman, D.A. (2008a) "On regression adjustments to experimental data." Advances in Applied Mathematics. 40(2): 180-193.

Freedman, D.A. (2008b). "Diagnostics cannot have much power against general alternatives." Working paper at Berkeley.

Freedman, D.A., and Berk, R.A. (2008). "Weighting regressions by propensity scores." Evaluation Review. 32(4): 392-409.

Galster, G., Temkin, K., Walker, C., and Sawyer, N. (2004). "Measuring the impacts of community development initiatives: A new application of the adjusted interrupted time-series method." Evaluation Review. 28(6): 502-538.

Hoenig, J.M. and Heisey, D.M. (2001). "The abuse of power: The pervasive fallacy of power calculation for data analysis." The American Statistician. 55: 19-24.

Holland, P. (1986). "Statistics and causal inference." Journal of the American Statistical Association 8: 945-60.

Imbens, G., (2004). "Nonparametric estimation of average treatment effects under exogeneity: A review." Review of Economics and Statistics. 86: 4-30.

Klein, S., Benjamin, R., and Bolus, R. (2007). "The collegiate learning assessment: facts and fantasies." Evaluation Review. 31(5): 415-439.

Layzer, J.I., and Goodson, B.D. (2006). "The 'Quality' of Early Care and Education Settings" Evaluation Review. 30(5): 556-576. 

Leeb, H., and Potscher, B.M. (2006). "Can one Estimate the Conditional Distribution of Post-Model-Selection Estimators?" The Annals of Statistics. 34(5): 2554-2591.

Mamun, A. (2003). Life history of cardiovascular disease and Its risk factors - multistate life table approach and application to the framingham heart study. Amsterdam: Rozenberg Publishers.

Morgan, S.L., and Winship, C. (2007). Counterfactuals and causal inference: Methods and principle for social research. Cambridge University Press, Cambridge.

Neyman, Jerzy. 1923 [1990]. “On the Application of Probability Theory to Agricultural Experiments. Essay on Principles.” Statistical Science. 5 (4): 465–472. Translation by Dorota M. Dabrowska and Terence P. Speed.

Rosenbaum, P.R. (2002). Observational studies, Second Edition. New York: Springer.

Rubin, D. (1974). "Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology. 66: 688-701.

Rush, B.R., Dennis, M.L., Scott, C.K., Castel, S., and Funk, R.R. (2008). "The interaction of co-occurring mental disorders and recovery management checkups on substance abuse treatment participation and recovery." Evaluation Review. 32(1): 7-38.

Vigdor, E.R., and Mercy, J.A. (2006). "Do laws restricting access to firearms by domestic violence offenders prevent intimate partner homicide." Evaluation Review .30(3): 313-346.

Wolf, E.M., and Wolf, D.A. (2008). "Mixed results in a transitional planning program for alternative school studies." Evaluation Review. 32 (2): 187-215.