References
Articles and books references in this course. Download these references as bibtex file here.
Angrist, Joshua D, and Jörn-Steffen Pischke. 2010. “The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con Out of Econometrics.” Journal of Economic Perspectives 24 (2). American Economic Association: 3–30. doi:10.1257/jep.24.2.3.
Bailey, Michael A., Anton Strezhnev, and Erik Voeten. 2016. “Estimating Dynamic State Preferences from United Nations Voting Data.” Journal of Conflict Resolution 61 (2). SAGE Publications: 430–56. doi:10.1177/0022002715595700.
Benedictis, Luca De, and Lucia Tajoli. 2011. “The World Trade Network.” The World Economy 34 (8). Wiley-Blackwell: 1417–54. doi:10.1111/j.1467-9701.2011.01360.x.
Bertrand, Marianne, and Sendhil Mullainathan. 2004. “Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination.” American Economic Review 94 (4). American Economic Association: 991–1013. doi:10.1257/0002828042002561.
Blair, Graeme, Kosuke Imai, and Jason Lyall. 2014. “Comparing and Combining List and Endorsement Experiments: Evidence from Afghanistan.” American Journal of Political Science 58 (4). Wiley-Blackwell: 1043–63. doi:10.1111/ajps.12086.
Broockman, David, Joshua Kalla, and Peter Aronow. 2015. “Irregularities in LaCour (2014).” https://stanford.edu/~dbroock/broockman_kalla_aronow_lg_irregularities.pdf.
Caffo, Brain. 2015. Regression Models for Data Science in R. Leanpub. https://leanpub.com/regmods.
Caffo, Brian. 2016. Statistical Inference for Data Science. Leanpub. https://leanpub.com/LittleInferenceBook.
Card, David, and Alan B. Krueger. 2000. “Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania: Reply.” American Economic Review 90 (5). American Economic Association: 1397–1420. doi:10.1257/aer.90.5.1397.
Chattopadhyay, Raghabendra, and Esther Duflo. 2004. “Women as Policy Makers: Evidence from a Randomized Policy Experiment in India.” Econometrica 72 (5). Blackwell Publishing Ltd: 1409–43. doi:10.1111/j.1468-0262.2004.00539.x.
Diez, David M., Christopher D. Barr, and Mine Çetinkaya-Rundel. 2015. OpenIntro Statistics. 3rd ed. https://www.openintro.org/.
Downey, Allan B. 2014. Think Stats: Exploratory Data Analysis. O’Reilly Media. http://thinkstats2.com/.
Eggers, Andrew C., and Jens Hainmueller. 2009. “MPs for Sale? Returns to Office in Postwar British Politics.” American Political Science Review 103 (04). Cambridge University Press (CUP): 513–33. doi:10.1017/s0003055409990190.
Elkins, Zachary, Tom Ginsburg, and James Melton. 2012. “Comments on Law and Versteeg’s the Declining Influence of the United States Constitution.” New York University Law Review.
Franco, A., N. Malhotra, and G. Simonovits. 2014. “Publication Bias in the Social Sciences: Unlocking the File Drawer.” Science 345 (6203). American Association for the Advancement of Science (AAAS): 1502–5. doi:10.1126/science.1255484.
Franco, Annie, Neil Malhotra, and Gabor Simonovits. 2015. “Underreporting in Political Science Survey Experiments: Comparing Questionnaires to Published Results.” Political Analysis 23 (02). Cambridge University Press (CUP): 306–12. doi:10.1093/pan/mpv006.
Freedman, David. 2009. Statistical Models and Causal Inference. 1st ed. Cambridge. doi:10.2307/1268533.
Freedman, David A. 1991. “Statistical Models and Shoe Leather.” Sociological Methodology. doi:10.2307/270939.
———. 2009. Statistical Models: Theory and Practice. Revised. Cambridge. doi:10.1017/cbo9781139165495.
Gerber, Alan S., Donald P. Green, and Christopher W. Larimer. 2008. “Social Pressure and Voter Turnout: Evidence from a Large-Scale Field Experiment.” American Political Science Review 102 (01). Cambridge University Press (CUP): 33–48. doi:10.1017/s000305540808009x.
Grolemund, Garrett, and Hadley Wickham. 2016. R for Data Science. O’Reilly Media. http://r4ds.had.co.nz/.
Holmes, Thomas J. 2011. “The Diffusion of Wal-Mart and Economies of Density.” Econometrica 79 (1). The Econometric Society: 253–302. doi:10.3982/ecta7699.
Imai, Kosuke. 2017. Quantitative Social Science: An Introduction. Princeton University.
Imai, Kosuke, and Kabir Khanna. 2016. “Improving Ecological Inference by Predicting Individual Ethnicity from Voter Registration Records.” Political Analysis 24 (02). Cambridge University Press (CUP): 263–72. doi:10.1093/pan/mpw001.
Imai, Kosuke, Gary King, and Carlos Velasco Rivera. 2017. “Do Nonpartisan Programmatic Policies Have Partisan Electoral Effects? Evidence from Two Large Scale Randomized Experiments.” https://gking.harvard.edu/publications/do-nonpartisan-programmatic-policies-have-partisan-electoral-effects-evidence-two.
Jones, Benjamin F., and Benjamin A. Olken. 2009. “Hit or Miss? The Effect of Assassinations on Institutions and War.” American Economic Journal: Macroeconomics 1 (2). American Economic Association: 55–87. https://www.jstor.org/stable/25760274.
Kaplan, Daniel T. 2011. Statistical Modeling: A Fresh Approach. Project Mosaic. http://www.mosaic-web.org/go/StatisticalModeling/.
King, Gary, Christopher J. L. Murray, Joshua A. Salomon, and Ajay Tandon. 2004. “Enhancing the Validity and Cross-Cultural Comparability of Measurement in Survey Research.” American Political Science Review 98 (February): 191–207.
King, Gary, Ori Rosen, Martin Tanner, and Alexander F. Wagner. 2008. “Ordinary Economic Voting Behavior in the Extraordinary Election of Adolf Hitler.” The Journal of Economic History 68 (04). Cambridge University Press (CUP): 951. doi:10.1017/s0022050708000788.
LaCour, Michael J., and Donald P. Green. 2014. “When Contact Changes Minds: An Experiment on Transmission of Support for Gay Equality.” Science 346 (6215). American Association for the Advancement of Science: 1366–9. doi:10.1126/science.1256151.
Law, David S., and Mila Verstteg. 2012. “The Declining Influence of the United States Constitution.” New York University Law Review.
Litschig, Stephan, and Kevin M. Morrison. 2013. “The Impact of Intergovernmental Transfers on Education Outcomes and Poverty Reduction.” American Economic Journal: Applied Economics 5 (4). American Economic Association: 206–40. doi:10.1257/app.5.4.206.
Lyall, Jason, Graeme Blair, and Kosuke Imai. 2013. “Explaining Support for Combatants During Wartime: A Survey Experiment in Afghanistan.” American Political Science Review 107 (04). Cambridge University Press (CUP): 679–705. doi:10.1017/s0003055413000403.
Mosteller, Frederick. 1997. “The Tennessee Study of Class Size in the Early School Grades.” Bulletin of the American Academy of Arts and Sciences 50 (7). American Academy of Arts & Sciences: 14–25. https://www.jstor.org/stable/3824562.
Mosteller, Frederick, and David L. Wallace. 1963. “Inference in an Authorship Problem.” Journal of the American Statistical Association 58 (302). [American Statistical Association, Taylor & Francis, Ltd.]: 275–309. https://www.jstor.org/stable/2283270.
Padgett, John F., and Christopher K. Ansell. 1993. “Robust Action and the Rise of the Medici, 1400-1434.” American Journal of Sociology 98 (6). University of Chicago Press: 1259–1319. https://www.jstor.org/stable/2781822.
Peng, Roger D. 2016. Exploratory Data Analysis with R. https://leanpub.com/exdata.
Qian, Nancy. 2008. “Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance.” Quarterly Journal of Economics 123 (3). Oxford University Press (OUP): 1251–85. doi:10.1162/qjec.2008.123.3.1251.
Rothschild, David. 2009. “Forecasting Elections.” Public Opinion Quarterly 73 (5). Oxford University Press (OUP): 895–916. doi:10.1093/poq/nfp082.
Rozenas, Arturas. 2017. “Detecting Election Fraud from Irregularities in Vote-Share Distributions.” Political Analysis 25 (01). Cambridge University Press (CUP): 41–56. doi:10.1017/pan.2016.9.
Stark, Philip B. 2010. “Null and Vetoed: Chance Coincidence?” Chance 23 (4). Informa UK Limited: 43–46. doi:10.1007/s00144-010-0034-x.
Todorov, Alexander, Anesu N. Mandisodza, Amir Goren, and Crystal C. Hall. 2005. “Inferences of Competence from Faces Predict Election Outcomes.” Science 308 (5728). American Association for the Advancement of Science: 1623–6. doi:10.1126/science.1110589.
Wickham, Hadley. 2010a. “A Layered Grammar of Graphics.” Journal of Computational and Graphical Statistics 19 (1): 3–28. doi:10.1198/jcgs.2009.07098.
———. 2010b. “A Layered Grammar of Graphics.” Journal of Computational and Graphical Statistics 19 (1): 3–28. doi:10.1198/jcgs.2009.07098.
———. 2014. “Tidy Data.” Journal of Statistical Software 59 (10): 1–23. doi:10.18637/jss.v059.i10.