References

Albert, Adelin, and John A. Anderson. 1984. “On the Existence of Maximum Likelihood Estimates in Logistic Regression Models.” Biometrika 71 (1): 1–10.
Angrist, Joshua D., and Jörn-Steffen Pischke. 2015. Mastering ’Metrics: The Path from Cause to Effect. Princeton University Press.
Arellano, M. 1987. Practitioners Corner: Computing Robust Standard Errors for Within-groups Estimators.” Oxford Bulletin of Economics and Statistics 49 (4): 431–34.
Beck, Nathaniel. 2018. “Estimating Grouped Data Models with a Binary Dependent Variable and Fixed Effects: What Are the Issues?” https://arxiv.org/abs/1809.06505.
Beck, Nathaniel, and Jonathan N Katz. 1995. What to do (and Not to Do) with Time-Series Cross-Section Data.” American Political Science Review 89 (03): 634–47.
Bellégo, Christophe, David Benatia, and Louis Pape. 2022. “Dealing with Logs and Zeros in Regression Models.” arXiv. https://doi.org/10.48550/ARXIV.2203.11820.
Bound, John, David A. Jaeger, and Regina M. Baker. 1995. “Problems with Instrumental Variables Estimation When the Correlation Between the Instruments and the Endogenous Explanatory Variable Is Weak.” Journal of the American Statistical Association 90 (430): 443–50.
Bowers, Jake. 2011. Six Steps to a Better Relationship with Your Future Self.” The Political Methodologist 18 (2): 2–8.
Braumoeller, Bear F. 2004. “Hypothesis Testing and Multiplicative Interaction Terms.” International Organization 58 (04): 807–20.
Breusch, Trevor Stanley, and Adrian Rodney Pagan. 1980. “The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics.” The Review of Economic Studies 47 (1): 239–53.
Burbidge, John B, Lonnie Magee, and A Leslie Robb. 1988. “Alternative Transformations to Handle Extreme Values of the Dependent Variable.” Journal of the American Statistical Association 83 (401): 123–27.
Cameron, A Colin, and Douglas L Miller. 2015. A Practitioner’s Guide to Cluster-Robust Inference.” Journal of Human Resources 50 (2): 317–72.
Chamberlain, Gary. 1980. “Analysis of Covariance with Qualitative Data.” The Review of Economic Studies 47 (1): 225–38.
Clarke, Kevin A. 2005. “The Phantom Menace: Omitted Variable Bias in Econometric Research.” Conflict Management and Peace Science 22 (4): 341–52.
Davidson, Russell, and James G. MacKinnon. 1993. Estimation and Inference in Econometrics. Oxford University Press.
Firth, David. 1993. “Bias Reduction of Maximum Likelihood Estimates.” Biometrika 80 (1): 27–38.
Gelman, Andrew, and Jennifer Hill. 2006. Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge university press.
Greene, William H. 2003. Econometric Analysis. 5th ed. Prentice Hall.
Hausman, J A. 1978. Specification Tests in Econometrics.” Econometrica 46 (6): 1251.
Holland, Paul W. 1986. “Statistics and Causal Inference.” Journal of the American Statistical Association 81 (396): 945–60.
Huffer, Fred W, and Hulin Wu. 1998. “Markov Chain Monte Carlo for Autologistic Regression Models with Application to the Distribution of Plant Species.” Biometrics, 509–24.
Humphreys, Macartan, Raul Sanchez De la Sierra, and Peter Van der Windt. 2013. “Fishing, Commitment, and Communication: A Proposal for Comprehensive Nonbinding Research Registration.” Political Analysis 21 (1): 1–20.
Imai, Kosuke, Luke Keele, and Dustin Tingley. 2010. “A General Approach to Causal Mediation Analysis.” Psychological Methods 15 (4): 309.
Ioannidis, John PA. 2005. “Why Most Published Research Findings Are False.” PLos Med 2 (8): e124.
———. 2008. “Why Most Discovered True Associations Are Inflated.” Epidemiology 19 (5): 640–48.
Johnston, John, and John DiNardo. 1997. Econometric Methods. 4th ed. McGraw-Hill.
Keele, Luke, Randolph T Stevenson, and Felix Elwert. 2020. “The Causal Interpretation of Estimated Associations in Regression Models.” Political Science Research and Methods 8 (1): 1–13.
Koenker, Roger, and Gilbert Bassett Jr. 1982. “Robust Tests for Heteroscedasticity Based on Regression Quantiles.” Econometrica: Journal of the Econometric Society, 43–61.
Leek, Jeff. 2015. The Elements of Data Analytic Style. Leanpub.
Liang, Kung-Yee, and Scott L Zeger. 1986. Longitudinal Data Analysis Using Generalized Linear Models.” Biometrika 73 (1): 13.
Long, J. Scott, and Laurie H. Ervin. 2000. “Using Heteroscedasticity Consistent Standard Errors in the Linear Regression Model.” The American Statistician 54 (3): 217–24.
Moulton, Brent R. 1986. Random group effects and the precision of regression estimates.” Journal of Econometrics 32 (3): 385–97.
———. 1990. An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Units.” The Review of Economics and Statistics 72 (2): 334.
Open Science Collaboration. 2015. “Estimating the Reproducibility of Psychological Science.” Science 349 (6251): aac4716.
Poirier, Dale J., and Paul A. Ruud. 1988. “Probit with Dependent Observations.” The Review of Economic Studies 55 (4): 593–614.
Portnoy, Stephen. 2022. “Linearity of Unbiased Linear Model Estimators.” The American Statistician 76 (4): 372–75.
Pritschet, Laura, Derek Powell, and Zachary Horne. 2016. “Marginally Significant Effects as Evidence for Hypotheses: Changing Attitudes over Four Decades.” Psychological Science 27 (7): 1036–42.
Rosenbaum, Paul R. 1984. “The Consequences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment.” Journal of the Royal Statistical Society: Series A (General) 147 (5): 656–66.
Rubin, Donald B. 2005. “Causal Inference Using Potential Outcomes: Design, Modeling, Decisions.” Journal of the American Statistical Association 100 (469): 322–31.
Sen, Maya, and Omar Wasow. 2016. “Race as a Bundle of Sticks: Designs That Estimate Effects of Seemingly Immutable Characteristics.” Annual Review of Political Science 19.
Stock, James H., Jonathan H. Wright, and Motohiro Yogo. 2002. “A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments.” Journal of Business & Economic Statistics 20 (4): 518–29.
Ward, Michael D, and Kristian Skrede Gleditsch. 2002. “Location, Location, Location: An MCMC Approach to Modeling the Spatial Context of War and Peace.” Political Analysis 10 (3): 244–60.
White, Halbert. 1980. “A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity.” Econometrica: Journal of the Econometric Society, 817–38.
Wickham, Hadley. 2014. Tidy Data.” Journal of Statistical Software 59 (10).
Wilson, Greg, D A Aruliah, C Titus Brown, Neil P Chue Hong, Matt Davis, Richard T Guy, Steven H D Haddock, et al. 2014. Best Practices for Scientific Computing.” PLOS Biology 12 (1): e1001745.
Wooldridge, Jeffrey M. 2002. Econometric Analysis of Cross Section and Panel Data. MIT Press.
Young, Neal S, John PA Ioannidis, and Omar Al-Ubaydli. 2008. “Why Current Publication Practices May Distort Science.” PLoS Med 5 (10): e201.
Zorn, Christopher. 2005. “A Solution to Separation in Binary Response Models.” Political Analysis 13 (2): 157–70.