Political Analysis

Papers
(The TQCC of Political Analysis is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)
ArticleCitations
Measuring Distances in High Dimensional Spaces596
Integrating Data Across Misaligned Spatial Units134
Accessibility and Equity in the Research Process: Gender Bias in Elite Interview Recruitment131
Bayesian Sensitivity Analysis for Unmeasured Confounding in Causal Panel Data Models43
When Correlation Is Not Enough: Validating Populism Scores from Supervised Machine-Learning Models35
Measuring Closeness in Proportional Representation Systems31
Ends Against the Middle: Measuring Latent Traits when Opposites Respond the Same Way for Antithetical Reasons31
Parameterizing Spatial Weight Matrices in Spatial Econometric Models28
Synthetically generated text for supervised text analysis28
Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI27
A Statistical Model of Bipartite Networks: Application to Cosponsorship in the United States Senate25
A Nonparametric Bayesian Model for Detecting Differential Item Functioning: An Application to Political Representation in the US18
Relatio: Text Semantics Capture Political and Economic Narratives – ERRATUM18
Detecting and Correcting for Separation in Strategic Choice Models17
PAN volume 30 issue 4 Cover and Back matter16
On Finetuning Large Language Models15
Contagion, Confounding, and Causality: Confronting the Three C’s of Observational Political Networks Research15
Refining Gamson: The Isometric Log-Ratio Transformation and Portfolio Proportionality in Multiparty Governments15
How Much Should We Trust Instrumental Variable Estimates in Political Science? Practical Advice Based on 67 Replicated Studies14
Selecting More Informative Training Sets with Fewer Observations14
Estimating the Local Average Treatment Effect Without the Exclusion Restriction12
Generative AI and Topological Data Analysis of Longitudinal Panel Data11
A Framework for the Unsupervised and Semi-Supervised Analysis of Visual Frames11
Categorizing Topics Versus Inferring Attitudes: A Theory and Method for Analyzing Open-ended Survey Responses10
Priming Bias Versus Post-Treatment Bias in Experimental Designs10
A Dynamic Discrete Choice Approach to Attitude Stability and Constraint10
Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations9
The Probability of Casting a Pivotal Vote in an Instant Runoff Voting Election9
Generalized Kernel Regularized Least Squares9
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict9
Cross-Lingual Classification of Political Texts Using Multilingual Sentence Embeddings9
Countering Non-Ignorable Nonresponse in Survey Models with Randomized Response Instruments and Doubly Robust Estimation9
Attention and Political Choice: A Foundation for Eye Tracking in Political Science8
Positioning Political Texts with Large Language Models by Asking and Averaging - CORRIGENDUM8
The Power of Prognosis: Improving Covariate Balance Tests with Outcome Information7
Out of One, Many: Using Language Models to Simulate Human Samples7
When Can We Trust Regression Discontinuity Design Estimates from Close Elections? Evidence from Experimental Benchmarks7
Improving Small-Area Estimates of Public Opinion by Calibrating to Known Population Quantities7
Analyzing Political Text at Scale with Online Tensor LDA7
Measuring Media Criticism with ALC Word Embeddings7
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