counterfactuals

counterfactuals
Cluster: Research Methods
Research design and estimation techniques.
Tagged articles: 1

Aliases

counterfactual

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 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 "counterfactuals"

Fixed Effects Models: How Researchers Misinterpret Their Impact

Article summary

Fixed effects models help reduce selection bias in studies by using only within-unit variation. However, their substantive importance is often overstated if researchers don't properly consider plausible counterfactuals for the independent variable being studied.

counterfactuals2018@PSR&M 2 R files 4 datasets Dataverse