Methodology Articles with Replication Data

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Methodology Articles with Replication Data

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This page features compilations of links to data collections, authors, and journals for political science research on political methodology.

Teach Political Analysis

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The Essentials of Political Analysis, 6th Edition. Classic introductory text, clear writing, helps students learn, great ancillaries. More info.

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Pivot Table Fields Pane Options
Good overview of Pivot Table options (4:21).

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More Q. Than A.

Racial Segregation in American Prisons: How Widespread?
Racial segregation seems to be standard practice in prison. Prisoners are assigned to cells or cell block based on their race. Separating prisoners by race is deemed necessary for safety, […]

MORE QUESTIONS: Habeas Corpus Requirements Need Clarity

Effects of Using AI in Political Campaigns

Blogs, Podcasts & Journals

Political Analysis: .Academic journal featuring new ideas for the empirical analysis of politics.

Statistical Modeling, Causal Inference, and Social Science: .From Andrew Gelman and co-authors.

See All Political Science Blogs

R Program Resources

R Companion to Applied Regression
Web site for book by John Fox and Sanford Weisberg.

Text Mining with R
Web site for book by Julia Silge and David Robinson

R Documentation
Online help files.

Reproducible Data Treatment with R
Web course material from Colin Bousige

CRAN Task View: Econometrics
Describes many R packages and resources for econometric analysis, including regression, instrumental variables, panel data, times series, and more.

Quick-R: Advanced Graphs
Useful reference on advanced graph types that you can use to visualize multi-dimensional relationships.

R Short Reference Card
A cheat-sheet type reference, very helpful.

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2023

Threat-Inducing Violent Events Exacerbate Social Desirability Bias in Survey Responses*Shane Singh, +1 more author (2023) AJPS, more info.

Data

2022

ANES Scales Often Don't Measure What You Think They MeasureMatthew Pietryka, +1 more author (2022) JOP, more info.

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Detecting True Relationships in Time Series Data With Different Orders of IntegrationPeter K. Enns, +2 more authors (2022) PSRM, more info.

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Separation and Rare EventsLiam Beiser-McGrath (2022) PSRM, more info.

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Sponsorship Effects in Online SurveysHolger Kern, +2 more authors (2022) POLBEH, more info.

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The Grapevine Effect in Sensitive Data Collection: Examining Response Patterns in Support for Violent ExtremismJohn F. McCauley, +3 more authors (2022) PSRM, more info.

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Transformed-Likelihood Estimators for Dynamic Panel Models with a Very Small TMark Pickup, +1 more author (2022) PSRM, more info.

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2021

A Duration Estimator for a Continuous Time War of Attrition Game*Frederick J. Boehmke, +2 more authors (2021) PSRM, more info.

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A Dynamic Model of Speech for the Social Sciences*Dean Knox, +1 more author (2021) APSR, more info.

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A New Geography of Civil War: A Machine Learning Approach to Measuring the Zones of Armed ConflictsKyosuke Kikuta (2021) PSRM, more info.

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Active Maintenance: A Proposal for the Long-term Computational Reproducibility of Scientific ResultsLimor Peer, +2 more authors (2021) PS, more info.

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Adaptive Experimental Design: Prospects and Applications in Political ScienceMolly Offer-Westort, +2 more authors (2021) AJPS, more info.

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Addressing Monotone Likelihood in Duration Modeling of Political EventsNoel Anderson, +2 more authors (2021) BJPS, more info.

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Analyzing Decision Records from CommitteesMoritz Marbach (2021) PSRM, more info.

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Automated Dictionary Generation for Political Event CodingBenjamin J Radford (2021) PSRM, more info.

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Beyond the Breaking Point? Survey Satisficing in Conjoint Experiments*Kirk Bansak, +3 more authors (2021) PSRM, more info.

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Corpus-Based Dictionaries for Sentiment Analysis of Specialized VocabulariesDouglas Rice, +1 more author (2021) PSRM, more info.

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Deliberative Archive For: The Qualitative Transparency Deliberations: Insights and ImplicationsAlan M. Jacobs, +1 more author (2021) POP, more info.

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Estimating Logit Models with Small Samples*Carlisle Rainey, +1 more author (2021) PSRM, more info.

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Ethics in Elite Experiments: A Perspective of Officials and VotersElin Naurin, +1 more author (2021) BJPS, more info.

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Increasing Precision Without Altering Treatment Effects: Repeated Measures Designs in Survey Experiments*Scott Clifford, +2 more authors (2021) APSR, more info.

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Interpretation: The Final Spatial FrontierGuy D. Whitten, +2 more authors (2021) PSRM, more info.

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Marginal Effects in Interaction Models: Determining and Controlling the False Positive Rate (Corrigendum)Justin Esarey, +1 more author (2021) CPS, more info.

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Measuring Constituency Ideology Using Bayesian Universal Kriging*Jeff Gill (2021) SPPQ, more info.

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Measuring the Significance of Policy Outputs with Positive Unlabeled LearningRadoslaw Zubek, +2 more authors (2021) APSR, more info.

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Mechanical Turk and the "Don't Know" OptionJeremy Pope (2021) PS, more info.

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Missing the Target? Using Surveys to Validate Social Media Ad Targeting*Michael Sances (2021) PSRM, more info.

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Modeling Heterogeneity in Pooled Event History AnalysisRebecca Kreitzer, +1 more author (2021) SPPQ, more info.

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Multilevel Analysis With Few Clusters: Improving Likelihood-based Methods to Provide Unbiased Estimates and Accurate InferenceMartin Elff, +3 more authors (2021) BJPS, more info.

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Placebo Statements in List Experiments: Evidence from a Face-to-Face Survey in SingaporeGuillem Riambau, +1 more author (2021) PSRM, more info.

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Statistical Inference for Multilayer Networks in Political ScienceTed Hsuan Yun Chen (2021) PSRM, more info.

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Using Screeners to Measure Respondent Attention on Self-Administered Surveys: Which Items and How Many?*Christopher Warshaw, +3 more authors (2021) PSRM, more info.

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2020

A Regression Discontinuity Design for Studying Divided GovernmentPatricia Kirkland, +1 more author (2020) SPPQ, more info.

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A Textual Taylor Rule: Estimating Central Bank Preferences Combining Topic and Scaling MethodsNicole Rae Baerg, +1 more author (2020) PSRM, more info.

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Adjusting for Confounding with Text Matching*Margaret E. Roberts, +2 more authors (2020) AJPS, more info.

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Automated Text Analysis for Understanding Radical Activism: The Topical Agenda of the North American Animal Liberation MovementZack Almquist, +1 more author (2020) RAP, more info.

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Beyond the Hazard Ratio: Generating Expected Durations from the Cox Proportional Hazards ModelJonathan Kropko, +1 more author (2020) BJPS, more info.

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Beyond the Unit Root Question: Uncertainty and InferenceClayton Webb, +2 more authors (2020) AJPS, more info.

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Can We Reduce Deception in Elite Field Experiments? Evidence from a Field Experiment with State Legislative OfficesMichelangelo Landgrave (2020) SPPQ, more info.

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Causal Modeling with Multi-Value and Fuzzy-Set Coincidence AnalysisMichael Baumgartner, +1 more author (2020) PSRM, more info.

Data

Defining Racial and Ethnic Context with Geolocation Data*Andrew Reeves, +1 more author (2020) PSRM, more info.

Data

Estimating Controlled Direct Effects through Marginal Structural ModelsMichelle Torres (2020) PSRM, more info.

Data

Fixed Effects in Rare Events Data: A Penalized Maximum Likelihood SolutionScott Cook, +2 more authors (2020) PSRM, more info.

Data

Hard-to-Survey Populations and Respondent-Driven Sampling: Expanding the Political Science ToolboxRana B. Khoury (2020) POP, more info.

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Measuring Networks in the Field*Jennifer Larson (2020) PSRM, more info.

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News and Geolocated Social Media Accurately Measure Protest Size VariationAnton Sobolev, +3 more authors (2020) APSR, more info.

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Online Coders, Open Codebooks: New Opportunities for Content Analysis of Political CommunicationNicholas J. G. Winter (2020) PSRM, more info.

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Problems with Products? Control Strategies for Models with Interactive and Quadratic EffectsJanina Beiser-McGrath, +1 more author (2020) PSRM, more info.

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Quota Sampling Using Facebook AdvertisementsBaobao Zhang, +5 more authors (2020) PSRM, more info.

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Recruiting Large Online Samples in the United States and India: Facebook, Mechanical Turk and QualtricsTaylor Boas, +2 more authors (2020) PSRM, more info.

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Spatial Interdependence and Instrumental Variable Modelsimm Betz, +2 more authors (2020) PSRM, more info.

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Spatial Tools for Case Selection: Using LISA Statistics to Design Mixed-Methods ResearchMatthew Ingram, +1 more author (2020) PSRM, more info.

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Spatial Voting Meets Spatial Policy Positions: An Experimental AppraisalTanja Artiga Gonzalez, +1 more author (2020) APSR, more info.

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The Fifty American States in Space and Time: Applying Conditionally Autoregressive ModelsJoshua L. Jackson, +1 more author (2020) PSRM, more info.

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The Sensitivity of Sensitivity AnalysisThomas Pluemper, +1 more author (2020) PSRM, more info.

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The Shape of and Solutions to the MTurk Quality CrisisRyan Kennedy, +5 more authors (2020) PSRM, more info.

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When BLUE Is Not Best: Non-Normal Errors and the Linear Model.*Carlisle Rainey, +1 more author (2020) PSRM, more info.

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When Experts Disagree: Response Aggregation and Its Consequences in Expert SurveysJonathan Slapin, +2 more authors (2020) PSRM, more info.

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When the Whole is Greater Than the Sum of its Parts: On the Concept and Measurement of Populist Attitudes and Other Multi-dimensional Constructs*Alexander Wuttke, +2 more authors (2020) APSR, more info.

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When to Worry About Sensitivity Bias: A Social Reference Theory and Evidence from 30 Years of List Experiments*Graeme Blair, +2 more authors (2020) APSR, more info.

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2019

Assessing the Impact of Non-Random Measurement Error on Inference: A Sensitivity Analysis ApproachMax Gallop, +1 more author (2019) PSRM, more info.

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BARP: Improving Mister P With Bayesian Additive Regression TreesJames Bisbee (2019) APSR, more info.

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Bayesian Versus Maximum Likelihood Estimation of Treatment Effects in Bivariate Probit Instrumental Variable ModelsFlorian Hollenbach, +2 more authors (2019) PSRM, more info.

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Comparing Dynamic Pies: A Strategy for Modeling Compositional Variables in Time and SpaceChristine S. Lipsmeyer, +3 more authors (2019) PSRM, more info.

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Considering Network Effects in the Design and Analysis of Field Experiments on State Legislatures*Bruce Desmarais, +1 more author (2019) SPPQ, more info.

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Declaring and Diagnosing Research Designs*Graeme Blair, +3 more authors (2019) APSR, more info.

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Demand Effects in Survey Experiments: An Empirical Assessment*Erik Peterson, +1 more author (2019) APSR, more info.

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Generalizing from Survey Experiments Conducted on Mechanical Turk: A Replication Approach*Alexander Coppock (2019) PSRM, more info.

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How Face-to-Face Interviews and Cognitive Skill affect Item Non-response: A randomized experiment assigning mode of interviewLynn Vavreck, +1 more author (2019) PSRM, more info.

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How Newspapers Reveal Political PowerPamela Ban, +3 more authors (2019) PSRM, more info.

Data

Lost in Aggregation: Improving Event Analysis with Report-Level DataScott Cook, +1 more author (2019) AJPS, more info.

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Lost in Space: Geolocation in Event DataSophie J. Lee, +2 more authors (2019) PSRM, more info.

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Measuring and Explaining Political Sophistication Through Textual Complexity*Kenneth Benoit (2019) AJPS, more info.

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Modeling Related Processes with an Excess of ZerosDavid Carlson (2019) PSRM, more info.

Data

Multilingual Sentiment Analysis: A New Approach to Measuring Conflict in Legislative Speeches*Sven-Oliver Proksch, +3 more authors (2019) LSQ, more info.

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No Harm in Checking: Using Factual Manipulation Checks to Assess Attentiveness in ExperimentsJohn V. Kane, +1 more author (2019) AJPS, more info.

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Practical and Effective Approaches to Dealing with Clustered DataJustin Esarey, +1 more author (2019) PSRM, more info.

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Punctuated Equilibrium or Incrementalism in Policymaking: What We Can and Cannot Learn from the Distribution of Policy Changes*Bruce Desmarais (2019) RAP, more info.

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Scraping Public Co-Occurrences for Statistical Network Analysis of Political ElitesPaasha Mahdavi (2019) PSRM, more info.

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Simulating Duration Data for the Cox Model*Jeffrey J. Harden, +1 more author (2019) PSRM, more info.

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The Credibility of Public and Private Signals: A Document-Based ApproachEric Min, +1 more author (2019) APSR, more info.

Data

The Measurement of Real-Time Perceptions of Financial Stress: Implications for Political ScienceChristopher Gandrud, +1 more author (2019) BJPS, more info.

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The Prevalence and Severity of Underreporting Bias in Machine and Human Coded DataBenjamin Bagozzi, +6 more authors (2019) PSRM, more info.

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Theory and Methods in the Study of Distributive PoliticsMichael Albertus (2019) PSRM, more info.

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Using a Probabilistic Model to Assist Merging of Large-scale Administrative RecordsTed Enamorado, +2 more authors (2019) APSR, more info.

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What Makes Experts Reliable? Expert Reliability and the Estimation of Latent TraitsKyle Marquardt, +3 more authors (2019) RAP, more info.

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When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?In Song Kim, +1 more author (2019) AJPS, more info.

Data

2018

An Equivalence Approach to Balance and Placebo TestsErin Hartman, +1 more author (2018) AJPS, more info.

Data

Assessing Threats to Inference with Simultaneous Sensitivity Analysis: The Case of U.S. Supreme Court Oral ArgumentsDaniel Lempert, +1 more author (2018) PSRM, more info.

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Comparing Strategies for Estimating Constituency Opinion from National Survey SamplesChris Hanretty, +2 more authors (2018) PSRM, more info.

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Do We Really Know the WTO Cures Cancer?Stephen Chaudoin, +2 more authors (2018) BJPS, more info.

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Don't Know What You Got: A Bayesian Hierarchical Model of Neuroticism and NonresponseJonathan D. Klingler, +2 more authors (2018) PSRM, more info.

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Enhancing Validity in Observational Settings When Replication is Not Possible*Christopher Fariss, +1 more author (2018) PSRM, more info.

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Have Your Cake and Eat it Too? Cointegration and Dynamic Inference from Autoregressive Distributed Lag ModelsAndrew Philips (2018) AJPS, more info.

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How Conditioning on Posttreatment Variables Can Ruin Your Experiment and What to Do about ItJacob M. Montgomery, +2 more authors (2018) AJPS, more info.

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How to Make Causal Inferences With Time-Series Cross-Sectional Data Under Selection on ObservablesMatthew Blackwell, +1 more author (2018) APSR, more info.

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Improving the Interpretation of Fixed Effects Regression ResultsJonathan Mummolo, +1 more author (2018) PSRM, more info.

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Investigating Sequences in Ordinal Data: A New Approach with Adapted Evolutionary ModelsPatrik Lindenfors, +3 more authors (2018) PSRM, more info.

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Omitted Variables, Countervailing Effects, and The Possibility of OveradjustmentKevin Clarke, +2 more authors (2018) PSRM, more info.

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Quantifying Political Relationships*Simon Weschle (2018) APSR, more info.

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Regression Discontinuity Designs Based on Population Thresholds: Pitfalls and Solutions Veronica Grembi, +3 more authors (2018) AJPS, more info.

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Subjects and Scholars' Views on the Ethics of Political Science Field ExperimentsScott Desposato (2018) POP, more info.

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The Impact of Party Cues on Manual Coding of Political TextsLaurenz Ennser-Jedenastik, +1 more author (2018) PSRM, more info.

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To Lag or Not to Lag? Re-evaluating the Use of Lagged Dependent Variables in Regression AnalysisArjun Wilkins (2018) PSRM, more info.

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Tree-Based Models for Political Science Data Jacob M. Montgomery, +1 more author (2018) AJPS, more info.

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Unreliable Inferences About Unobserved Processes: A Critique of Partial Observability Models*Carlisle Rainey, +1 more author (2018) PSRM, more info.

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2017

A Pairwise Comparison Framework for Fast, Flexible, and Reliable Human Coding of Political TextsDavid Carlson, +1 more author (2017) APSR, more info.

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Bounding Causal Effects in Ecological Inference ProblemsAlejandro Corvalan, +3 more authors (2017) PSRM, more info.

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Computer-Assisted Keyword and Document Set Discovery from Unstructured Text*Gary King, +2 more authors (2017) AJPS, more info.

Data

Differential Registration Bias in Voter File Data: A Sensitivity Analysis Approach*Brendan Nyhan, +2 more authors (2017) AJPS, more info.

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Extending the Use and Prediction Precision of Subnational Public Opinion EstimationLucas Leemann, +1 more author (2017) AJPS, more info.

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Front-door Difference-in-Differences EstimatorsAdam Glynn, +1 more author (2017) AJPS, more info.

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Navigating the Range of Statistical Tools for Inferential Network AnalysisSkyler Cranmer, +3 more authors (2017) AJPS, more info.

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Reading Between the Lines: Prediction of Political Violence Using Newspaper TextHannes Mueller, +1 more author (2017) APSR, more info.

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Testing Social Science Network Theories With Online Network Data: An Evaluation of External ValidityJames Bisbee, +1 more author (2017) APSR, more info.

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The Balance-Sample Size Frontier in Matching Methods for Causal Inference*Gary King, +2 more authors (2017) AJPS, more info.

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The Difference Between Actual and Perceived Survey Measures and the Implications for Political Socialization ResearchJoris Boonen, +2 more authors (2017) PSRM, more info.

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What to do about Atheoretic LagsSkyler Cranmer, +2 more authors (2017) PSRM, more info.

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2016

A Bayesian Approach to Dynamic Panel Models with Endogenous Rarely Changing VariablesTsung-han Tsai (2016) PSRM, more info.

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An Empirical Validation Study of Popular Survey Methodologies for Sensitive QuestionsBryn Rosenfeld, +2 more authors (2016) AJPS, more info.

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Bias and Overconfidence in Parametric Models of Interactive ProcessesWilliam Berry, +2 more authors (2016) AJPS, more info.

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Compression and Conditional Effects: A Product Term Is Essential When Using Logistic Regression to Test for Interaction*Carlisle Rainey (2016) PSRM, more info.

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Does Regression Produce Representative Estimates of Causal Effects?Peter M. Aronow, +1 more author (2016) AJPS, more info.

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Dynamic Pie: A Strategy for Modeling Trade-Offs in Compositional Variables over TimeAndrew Philips, +2 more authors (2016) AJPS, more info.

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Fast Estimation of Ideal Points With Massive Data*Kosuke Imai, +2 more authors (2016) APSR, more info.

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How Can We Estimate the Ideology of Citizens and Political Elites on the Same Scale?Stephen Jessee (2016) AJPS, more info.

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Spatial- and Spatiotemporal-Autoregressive Probit Models of Interdependent Binary OutcomesRobert Franzese, +2 more authors (2016) PSRM, more info.

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2015

An Effective Approach to the Repeated Cross-Sectional DesignMatthew Lebo, +1 more author (2015) AJPS, more info.

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Comparative Politics and the Synthetic Control MethodAlberto Abadie, +2 more authors (2015) AJPS, more info.

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No News Is News: Non-Ignorable Non-Response in Roll-Call Data AnalysisGuillermo Rosas, +2 more authors (2015) AJPS, more info.

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On the Validity of the Regression Discontinuity Design for Estimating Electoral Effects: New Evidence from over 40,000 Close RacesAndrew C. Eggers, +4 more authors (2015) AJPS, more info.

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Reassessing Schoenfeld Residual Tests of Proportional Hazards in Political Science Event History AnalysesSunhee Park, +1 more author (2015) AJPS, more info.

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Testing What Matters (If You Must Test at All): A Context-Driven Approach to Substantive and Statistical SignificanceJustin Gross (2015) AJPS, more info.

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Using Bayesian Aldrich-McKelvey Scaling to Study Citizens' Ideological Preferences and PerceptionsChristopher Hare, +4 more authors (2015) AJPS, more info.

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Using Qualitative Information to Improve Causal InferenceAdam N. Glynn, +1 more author (2015) AJPS, more info.

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2014

Arguing for a Negligible Effect*Carlisle Rainey (2014) AJPS, more info.

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Bootstrap Confidence Regions for Multidimensional Scaling SolutionsWilliam G. Jacoby, +1 more author (2014) AJPS, more info.

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Comparing and Combining List and Endorsement Experiments: Evidence from Afghanistan*Graeme Blair, +2 more authors (2014) AJPS, more info.

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Separating the Shirkers from the Workers? Making Sure Respondents Pay Attention on Self-Administered SurveysAdam Berinsky, +2 more authors (2014) AJPS, more info.

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Structural Topic Models for Open-Ended Survey Responses*Margaret E. Roberts, +7 more authors (2014) AJPS, more info.

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The Question(s) of Political KnowledgeJason Barabas, +3 more authors (2014) APSR, more info.

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2013

Behind the Curve: Clarifying the Best Approach to Calculating Predicted Probabilities and Marginal Effects from Limited Dependent Variable ModelsMichael J. Hanmer, +1 more author (2013) AJPS, more info.

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Deep Interactions With MRP: Election Turnout and Voting Patterns Among Small Electoral SubgroupsYair Ghitza, +1 more author (2013) AJPS, more info.

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How Many Countries for Multilevel Modeling? A Comparison of Frequentist and Bayesian Approaches.Daniel Stegmueller (2013) AJPS, more info.

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2012

Don't Know Much about Democracy: Reporting Survey Data with Nonsubstantive ResponsesL.J Zigerell (2012) PS, more info.

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2011

Scaling Policy Preferences from Coded Political TextsWill Lowe, +3 more authors (2011) LSQ, more info.

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Unpacking the Black Box of Causality: Learning About Causal Mechanisms from Experimental and Observational Studies*Kosuke Imai, +3 more authors (2011) APSR, more info.

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2007

What to Do (and Not Do) with Multicollinearity in State Politics ResearchKevin Arceneaux, +1 more author (2007) SPPQ, more info.

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2004

The Statistical Analysis of Roll Call Data: A Unified ApproachJoshua Clinton, +2 more authors (2004) APSR, more info.

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2000

Improving Quantitative Studies of International Conflict: A ConjectureNathaniel Beck, +2 more authors (2000) APSR, more info.

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1999

A Statistical Model of Multiparty Electoral DataJonathan Katz, +1 more author (1999) APSR, more info.

Data

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Kosuke Imai .

Jeff Gill .American University

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