Arceneaux, Kevin, and Kolodny, Robin. 2009. Educating the least informed: Group endorsements in a grassroots campaign. American Journal of Political Science
Berger, James O.
1985. Statistical decision theory and Bayesian analysis. 2nd ed.
New York: Springer.
Breiman, Leo, Friedman, Jerome, Stone, Charles J., and Olshen, R. A.
1984. Classification and regression trees. London: Chapman & Hall.
Chipman, Hugh A., George, Edward I., and McCulloch, Robert E.
2010. BART: Bayesian additive regression trees. Annals of Applied Statistics
Cole, Stephen R., and Stuart, Elizabeth A.
2010. Generalizing evidence from randomized clinical trials to target populations: The ACTG 320 trial. American Journal of Epidemiology
Cox, David R.
1958. Planning of experiments. New York: John Wiley & Sons.
Dale, Allison, and Strauss, Aaron. 2008. Mobilizing the mobiles: How text messaging can boost turnout. In Politicking online: The transformation of election campaign communications, ed. Panagopoulos, Costas, 152–62. New Brunswick, NJ: Rutgers University Press.
Dale, Allison, and Strauss, Aaron. 2009. Don't forget to vote: Text message reminders as a mobilization tool. American Journal of Political Science
Dehejia, Rajeev. 2005. Program evaluation as a decision problem. Journal of Econometrics
Druckman, James N., Green, Donald P., Kuklinski, James H., and Lupia, Arthur. 2006. The growth and development of experimental research in political science. American Political Science Review
Eldersveld, Samuel J.
1956. Experimental propaganda techniques and voting behavior. American Political Science Review
Feller, Avi, and Holmes, Chris C.
2009. Beyond toplines: Heterogeneous treatment effects in randomized experiments. Technical report. Oxford, UK: University of Oxford.
Gerber, Alan S., and Green, Donald P.
2000. The effects of canvassing, telephone calls, and direct mail on voter turnout: A field experiment. American Political Science Review
Gerber, Alan S., Green, Donald P., and Larimer, Christopher W.
2008. Social pressure and voter turnout: Evidence from a large-scale field experiment. American Political Science Review
Gerber, Alan S., Green, Donald P., and Shachar, Ron. 2003. Voting may be habit-forming: Evidence from a randomized field experiment. American Journal of Political Science
Gosnell, Harold F.
1927. Getting-out-the-vote: An experiment in the stimulation of voting. Chicago, IL: University of Chicago Press.
Green, Donald P., and Gerber, Alan S.
2008. Get out the vote: How to increase voter turnout. 2nd ed.
Washington, DC: Brookings Institution.
Green, Donald P., and Kern, Holder L.
2010a. Generalizing experimental results. The Annual Meeting of the American Political Science Association, Washington, DC.
Green, Donald P., and Kern, Holder L.
2010b. Detecting heterogenous treatment effects in large-scale experiments using Bayesian additive regression trees. The Annual Summer Meeting of the Society of Political Methodology, University of Iowa.
Gunter, Lacey, Zhu, Ji, and Murphy, Susan. 2007. Variable selection for optimal decision making. Proceedings of the 11th Conference on Artificial Intelligence in Medicine AIME 2007, LNCS/LNAI
Hartman, Erin, Grieve, Richard, and Sekhon, Jasjeet S.
2010. From SATE to PATT: The essential role of placebo test combining experimental and observational studies. The Annual Meeting of the American Political Science Association, Washington, DC.
Hartmann, George W.
1936. A field experiment on the comparative effectiveness of “emotional” and “rational” political leaflets in determining election results. Journal of Abnormal Psychology
Hill, Jennifer L. Forthcoming. Bayesian nonparametric modeling for causal inference. Journal of Computational and Graphical Statistics doi:10.1198/jcgs.2010.08162.
Horiuchi, Yusaku, Imai, Kosuke, and Taniguchi, Naoko. 2007. Designing and analyzing randomized experiments: Application to a Japanese election survey experiment. American Journal of Political Science
Kramer, G. H.
1966. A decision-theoretic analysis of a problem in political campaigning. In Mathematical applications in political science. Vol. II, ed. Bernd, J. L., 137–60. Dallas, TX: Southern Methodist University.
Lovett, Mitch, and Peress, Michael. 2010. Targeting political advertising on television. Technical report. Rochester, NY: University of Rochester.
Manski, Charles F.
2005. Social choice with partial knowledge of treatment response. Princeton, NJ: Princeton University Press.
Morton, Rebecca B., and Williams, Kenneth C.
2010. Experimental political science and the study of causality: From nature to the lab. New York: Cambridge University Press.
Nickerson, David W.
2008. Is voting contagious?: Evidence from two field experiments. American Political Science Review
Nickerson, David W., and Arceneaux, Kevin. 2009. Who is mobilized to vote? A re-analysis of eleven randomized field experiments. American Journal of Political Science
Pocock, Stuart J., Assmann, Susan E., Enos, Laura E., and Kasten, Linda E.
2002. Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practice and problems. Statistics in Medicine
Ripley, Brian D.
1996. Pattern recognition and neural networks. Cambridge: Cambridge University Press.
Rubin, Donald B.
1990. Comments on “On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9” by J. Splawa-Neyman translated from the Polish and edited by Dabrowska, D.M. and Speed, T.P.
Savage, L. J.
1951. The theory of statistical decision. Journal of the American Statistical Association
Stoye, Jörg. 2009. Minimax regret treatment choice with finite samples. Journal of Econometrics
Wald, Abraham. 1950. Statistical decision functions. New York: Wiley.