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Causal Inference

Causal Inference
Cluster: Research Methods
Research design and estimation techniques.
Tagged articles: 14

Aliases

causal estimationcausal inference methodscausal mediationcausal mediation analysiscausal mediation modelcausal pathwayscdecounterfactual analysisendogeneityg-estimationignorabilityipwmsmobservational studiesomitted variablepateresidual balancingsatetreatment effects

Related in Research Methods

Bayesian Methods bootstrapping Causal Inference Cohort Analysis Comparative Analysis computational methods Conjoint Experiments Content Analysis counterfactuals crowdsourcing Difference-In-Differences Dyadic Analysis ecological inference Experimental Methods external validity Field Experiment Fixed Effects Focus Groups Forecasting Images-as-Data implicit association test Instrumental Variables Interviews item response theory Laboratory Experiment latent variables List Experiments listwise deletion Logistic Regression Machine Learning manipulation checks Matching Meta-Analysis Mixed Methods Monte Carlo Multilevel Modeling Multimethod Multiple Imputation Natural Experiment Network Analysis nonparametric methods Poststratification Preregistration qualitative analysis Qualitative Comparative Analysis random forests analysis Regression Discontinuity Replication Sensitivity Analysis Simulation Spatial Models Speech-as-Data Structural Models Survey Experiments Survival Analysis Synthetic Control Text Analysis Time Series Analysis Triple Difference

Articles Tagged "Causal Inference"

Measuring Causal Effects When Outcomes Are Hidden
Causal Inferencelatent outcomes2025@AJPS 10 Datasets Dataverse

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Administrative Records Hide Racial Discrimination in Policing
Administrative Data Causal Inference racismpolicing bias2020@APSR 12 R files 13 datasets Dataverse

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Even Wrong Network Models Beat Ignoring Spatial Dependence
Causal Inference Spatial Modelsspatial weightsnetwork misspecification2021@Pol. An.8 R files 1 dataset Dataverse

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HRO Campaigns and Third-Party Pressure: A Double-Edged Sword for Human Rights?
Causal Inference International Organizationsnaming and shaminghro impactinternational pressurename and shame campaigns2020@ISQ 2 Stata files 1 dataset Dataverse

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Dropping Manipulation-Check Failures Can Produce Serious Bias
Causal Inference manipulation checksbounds2019@Pol. An.Dataverse

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Beyond Simple Roll Rates: How Low Participation Signals Party Influence
Agenda Setting Causal Inferenceinstitutional power2020@LSQ 1 Stata file 4 datasets Dataverse

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Civil War Researchers Overlook Fatality Thresholds? New Findings on Narcotics Matter
Causal Inferencefatality thresholdsnarcotics2019@PSR&M 2 R files 2 datasets Dataverse

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Flexible Likelihood Models Slash Bias in Political Causal Inference
Causal Inference Matchingheckman selection model2018@Pol. An.50 R files 1 dataset Dataverse

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Ensembles Beat Single Models for Estimating Heterogeneous Treatment Effects
Causal Inferenceheterogeneous effectsensemble methodsrandomized experiments2017@Pol. An.29 R files 3 Datasets Dataverse

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When Cheap Surveys Work: Google Consumer Surveys for Causal Experiments
Causal Inference Replication Survey ExperimentsGCSRandomization2016@Pol. An.6 Stata files 9 Datasets Dataverse

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Split Samples Improve Power and Replication for Causal Studies, With Limits
Causal Inference Replicationsplit-samplepreanalysis-planstatistical power2017@Pol. An.3 Stata files Dataverse

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Why Binary Treatments Can Triple IV Estimates: The Hidden Bias From Coarse Measurement
Causal Inference Education Instrumental VariablesCoarseningGreat Britain2016@Pol. An.2 R files 2 Stata files 2 Datasets Dataverse

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How Machine Learning Identifies Which Anti-Recidivism Policies Work in Colombia
Causal Inference Colombia Machine Learningensemblesrecidivism2016@Pol. An.13 R files 1 Stata file 4 Datasets Dataverse

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Matching Meets Stratified Sampling: A Practical Theory of Inference
Causal Inference MatchingStratified samplingPropensity scoreTreatment effects2019@Pol. An.2 R files 3 datasets Dataverse

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