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2017, ISBN 0691175462, xix, 408 pages, 8 unnumbered pages of plates
Book
The American political science review, ISSN 0003-0554, 5/2005, Volume 99, Issue 2, pp. 283 - 300
In their landmark study of a field experiment, Gerber and Green (2000) found that get-out-the-vote calls reduce turnout by five percentage points. In this... 
FORUM | Canvassing | Control groups | Voter turnout | Voting | Telephones | Postcards | Applied statistics | Random allocation | Voter registration | Field experiments | Forum | Reports | Statistical methods | Analysis | Studies | Elections | Voter behavior | Data analysis | Political science | Advantages | Interest groups | Data mining
Journal Article
Journal of statistical software, ISSN 1548-7660, 2011, Volume 42, Issue 8, pp. 1 - 28
MatchIt implements the suggestions of Ho, Imai, King, and Stuart (2007) for improving parametric statistical models by preprocessing data with nonparametric... 
Causal inference | Matching methods | Preprocessing | Balance | Statistics & Probability | Physical Sciences | Computer Science, Interdisciplinary Applications | Technology | Computer Science | Mathematics | Science & Technology | balance | matching methods | causal inference | preprocessing
Journal Article
The American political science review, ISSN 0003-0554, 11/2011, Volume 105, Issue 4, pp. 765 - 789
Identifying causal mechanisms is a fundamental goal of social science. Researchers seek to study not only whether one variable affects another but also how... 
Observational research | Sensitivity analysis | Voting | Political candidates | Experiment design | Inference | Research design | Pretreatment | Observational studies | Incumbents | Government & Law | Social Sciences | Political Science | Algorithms | Research | Causation | Political science | Causality
Journal Article
The annals of applied statistics, ISSN 1932-6157, 03/2013, Volume 7, Issue 1, pp. 443 - 470
Journal Article
2019
Kosuke Imai, PhD, Professor of Government & Statistics at Harvard University, discusses his research of the value of health insurance in India using a large-scale field experiment, including his interest in the research... 
Streaming Video
American journal of political science, ISSN 0092-5853, 07/2016, Volume 60, Issue 3, pp. 783 - 802
When studying sensitive issues, including corruption, prejudice, and sexual behavior, researchers have increasingly relied upon indirect questioning techniques... 
Survey methods | AJPS WORKSHOP | Referendums | Estimation bias | Voting behavior | Voting | Social desirability bias | Modeling | Estimation methods | Research methods | Confidence interval | Government & Law | Social Sciences | Political Science | Political aspects | Methods | Public software | Elections | Validity | Voter behavior | Corruption | Political science | Sexual behavior | Public opinion surveys | Prejudice | Referendum
Journal Article
Journal of the American Statistical Association, ISSN 1537-274X, 06/2011, Volume 106, Issue 494, pp. 407 - 416
Journal Article
American journal of political science, ISSN 0092-5853, 10/2014, Volume 58, Issue 4, pp. 1043 - 1063
List and endorsement experiments are becoming increasingly popular among social scientists as indirect survey techniques for sensitive questions. When studying... 
Survey methods | AJPS WORKSHOP | Control groups | Statistical models | Correlation coefficients | Correlations | Applied statistics | Statistical tests | Parametric models | Modeling | Confidence interval | Government & Law | Social Sciences | Political Science | Analysis | Public software | Political science | Endorsements
Journal Article
Journal of the Royal Statistical Society. Series B, Statistical methodology, ISSN 1369-7412, 01/2014, Volume 76, Issue 1, pp. 243 - 263
The propensity score plays a central role in a variety of causal inference settings. In particular, matching and weighting methods based on the estimated... 
Causal inference | Inverse propensity score weighting | Marginal structural models | Propensity score matching | Randomized experiments | Instrumental variables | Observational studies | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Analysis | Public software | Studies | Estimating techniques | Causality | Appeals
Journal Article
Political analysis, ISSN 1047-1987, 2012, Volume 20, Issue 1, pp. 47 - 77
The validity of empirical research often relies upon the accuracy of self-reported behavior and beliefs. Yet eliciting truthful answers in surveys is... 
Control groups | Social desirability bias | Analytical estimating | Affirmative action | Population estimates | Experiment design | Regression analysis | Design analysis | Statistical tests | Estimators | Government & Law | Social Sciences | Political Science | Measurement | Accuracy | Prejudice | Estimating techniques
Journal Article
Political analysis, ISSN 1047-1987, 2007, Volume 15, Issue 3, pp. 199 - 236
..., Stanford, CA 94305 e-mail: dho@law.stanford.edu Kosuke Imai Department of Politics, Princeton University, Princeton, NJ 08544e-mail: kimai@princeton.edu Gary King... 
Datasets | Statistical variance | Preprocessing | Control units | Political candidates | Nonparametric models | Parametric models | Modeling | Raw data | Estimation methods | Government & Law | Social Sciences | Political Science | Political analysis | Models | Estimating techniques | Causality | Research methodology
Journal Article
Statistics & probability letters, ISSN 0167-7152, 2008, Volume 78, Issue 2, pp. 144 - 149
Journal Article
Journal of statistical software, ISSN 1548-7660, 2014, Volume 59, Issue 5, pp. 1 - 38
In this paper, we describe the R package mediation for conducting causal mediation analysis in applied empirical research. In many scientific disciplines, the... 
Causal mechanisms | Mediation, R | Mediation analysis | Statistics & Probability | Physical Sciences | Computer Science, Interdisciplinary Applications | Technology | Computer Science | Mathematics | Science & Technology
Journal Article