Kosuke Imai's Publications and Manuscripts

 

  Selected Manuscripts

Horiuchi, Yusaku, Kosuke Imai, and Naoko Taniguchi. ``Designing and Analyzing Randomized Experiments.'' (07/25/05).
Ho, Daniel E., Kosuke Imai, Gary King, and Elizabeth A. Stuart. ``Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference.'' (10/13/04).
Imai, Kosuke, and Ying Lu. ``Parametric and Nonparametric Bayesian Models for Ecological Inference in 2 x 2 Tables.'' (11/30/04).
Ho, Daniel E., and Kosuke Imai. ``Randomization Inference with Natural Experiments: An Analysis of Ballot Effects in the 2003 California Recall Election.'' (04/20/05).
Ho, Daniel E., and Kosuke Imai. ``The Impact of Partisan Electoral Regulation: Ballot Effects from the California Alphabet Lottery, 1978-2002.'' (07/19/05).
Imai, Kosuke, Gary King, and Olivia Lau. ``Zelig: Everyone's Statistical Software.'' (07/13/05).

  Publications

     Refereed Journal Articles

Imai, Kosuke, and David A. van Dyk. (2005). ``MNP: R Package for Fitting the Multinomial Probit Model.'' Journal of Statistical Software, Vol. 14, No. 3 (May), pp. 1-32. abstract reprinted in Journal of Computational and Graphical Statistics.
Imai, Kosuke. (2005). ``Do Get-Out-The-Vote Calls Reduce Turnout? The Importance of Statistical Methods for Field Experiments.'' American Political Science Review, Vol. 99, No. 2 (May), pp. 283-300.
Imai, Kosuke, and David A. van Dyk. (2005). ``A Bayesian Analysis of the Multinomial Probit Model Using Marginal Data Augmentation.'' Journal of Econometrics, Vol. 124, No. 2 (February), pp. 311-334.
Imai, Kosuke, and David A. van Dyk. (2004). ``Causal Inference With General Treatment Regimes: Generalizing the Propensity Score.'' Journal of the American Statistical Association, Theory and Methods, Vol. 99, No. 467 (September), pp. 854-866.
Imai, Kosuke, and Gary King. (2004). ``Did Illegal Overseas Absentee Ballots Decide the 2000 U.S. Presidential Election?.'' Perspectives on Politics, Vol. 2, No. 3 (September), pp.537-549. Our analysis is a part of The New York Times article, ``How Bush Took Florida: Mining the Overseas Absentee Vote'' By David Barstow and Don van Natta Jr. July 15, 2001, Page 1, Column 1.

     Other Publications

Imai, Kosuke. (2003) Essays on Political Methodology, Ph.D. Thesis. Department of Government, Harvard University. Winner of the Harvard University Toppan Prize for Best Dissertation in Political Science.
Imai, Kosuke. (2003) ``Review of Jeff Gill's Bayesian Methods: A Social and Behavioral Sciences Approach,'' The Political Methodologist, Vol. 11, No. 1, pp. 9-10.
Imai, Kosuke, and Jeremy Weinstein. (2000) ``Measuring the Economic Impact of Civil War,'' Harvard University Center for International Development, Working Paper Series, No. 51.

© Kosuke Imai
  Last modified: Wed Aug 3 23:30:31 EDT 2005