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

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Documentation for package ‘PanelMatch’ version 3.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

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
extract	Extract matched.set objects from PanelMatch results
extract.PanelMatch	Extract matched.set objects from PanelMatch results
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 the number of unique units and time periods 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