Matching Methods for Causal Inference with Time-Series Cross-Sectional Data


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Documentation for package ‘PanelMatch’ version 3.1.1

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confint.PanelEstimate Produce confidence intervals for PanelEstimate objects
dem Country-year level democratization data
DisplayTreatment Visualize the treatment distribution across units and time in a panel data set
distances Get distances See distances.matched.set method
distances.matched.set Extract the distances of matched control units
estimates Extract QOI estimates See documentation for 'estimates.PanelEstimate()'
estimates.PanelEstimate Extract QOI estimates
extract Extract matched.set objects from PanelMatch results
extract.PanelMatch Extract matched.set objects from PanelMatch results
formula.PanelMatch Return the refinement formula used in a PanelMatch specification
get_covariate_balance Calculate covariate balance measures for refined and unrefined matched sets
get_set_treatment_effects Calculate matched set level treatment effects
get_unrefined_balance Extract just the unrefined covariate balance results, if they exist
get_unrefined_balance.PanelBalance Extract unrefined covariate balance results, if they exist
matched_set A constructor for the matched.set class.
PanelData Pre-process and balance panel data
PanelEstimate Estimate a causal quantity of interest
PanelMatch Create and refine sets of matched treated and control observations
placebo_test Conduct a placebo test
plot.matched.set Plot the distribution of control unit weights
plot.PanelBalance Plot covariate balance results Create figures displaying covariate balance results for one or more 'PanelMatch' configurations. Users can customize these visualizations.
plot.PanelData Create basic plots of PanelData objects
plot.PanelEstimate Plot point estimates and standard errors from a PanelEstimate calculation.
plot.PanelMatch Plot the distribution of the sizes of matched sets.
print.matched.set Print matched.set objects.
print.PanelBalance Print basic information about PanelBalance objects
print.PanelData Print PanelData objects and basic metadata
print.PanelEstimate Print point estimates and standard errors
print.PanelMatch Print PanelMatch objects.
summary.matched.set Summarize information about a matched.set object and the matched sets contained within them.
summary.PanelBalance Summarize covariate balance over time
summary.PanelData Summarize information about variable names, and unit, time, and treatment data in a PanelData object
summary.PanelEstimate Get summaries of PanelEstimate objects and calculations
summary.PanelMatch Summarize information about a PanelMatch object and the matched sets contained within them.
weights Get weights of matched control units See weights.matched.set method
weights.matched.set Extract the weights of matched control units
[.matched.set Subset matched.set object
[.PanelBalance Subset PanelBalance objects