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Sensitivity Analysis

Sensitivity Analysis
Cluster: Research Methods
Research design and estimation techniques.
Tagged articles: 8

Aliases

multiverse analysisrobustnesssensitivity

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 "Sensitivity Analysis"

Weather Instruments Under Threat: Widespread Exclusion-Restriction Violations Found
Sensitivity Analysisweather2025@AJPS 4 R files 1 dataset Dataverse

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New Method Shows How Ordinal Scale Choices Can Shift Empirical Estimates
Sensitivity Analysisordinal variablespartial identificationmonotonic transformation2022@Pol. An.1 R file 8 Stata files 180 datasets Dataverse

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Non-Random Measurement Error: A New Tool for Political Scientists
Sensitivity Analysisnon-random errorpolitical scientistsstatistical models2019@PSR&M 9 R files Dataverse

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Voter Files Aren't Always Reliable: Assessing Differential Registration Bias
Sensitivity AnalysisDifferential Registration BiasVoter Files2017@AJPS 3 R files 8 Stata files 2 datasets Dataverse

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Institutions and Severe Costs Predict Sanctions Success at All Stages
Sanctions Sensitivity AnalysisthreatsTIESinstitutions2013@II 1 dataset Dataverse

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Beyond Assumptions: New Paths to Causal Understanding
Sensitivity Analysiscausal mechanismminimum assumptionestimation algorithm2011@APSR Dataverse

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Why Preprocessing Choices Can Make or Break Unsupervised Text Analysis
Sensitivity AnalysisPreprocessingUnsupervised LearningFeature Selection2018@Pol. An.14 R files Dataverse

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When Controlling Backfires: How Fixed Effects Amplify and Unmask Bias
Fixed Effects Sensitivity AnalysisBias AmplificationPlacebo Studies2016@Pol. An.2 R files 2 Stata files 2 Datasets Dataverse

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