Package index

Matching

matchit()

Matching for Causal Inference

matchit()

Cardinality Matching

matchit()

Coarsened Exact Matching

matchit()

Exact Matching

matchit()

Optimal Full Matching

matchit()

Genetic Matching

matchit()

Nearest Neighbor Matching

matchit()

Optimal Pair Matching

matchit()

Fast Generalized Full Matching

matchit()

Subclassification

distance

Propensity scores and other distance measures

mahalanobis_dist() scaled_euclidean_dist() robust_mahalanobis_dist() euclidean_dist()

Compute a Distance Matrix

add_s.weights()

Add sampling weights to a matchit object

Assessing Balance

summary(<matchit>) summary(<matchit.subclass>) print(<summary.matchit>)

View a balance summary of a matchit object

plot(<summary.matchit>)

Generate a Love Plot of Standardized Mean Differences

plot(<matchit>) plot(<matchit.subclass>)

Generate Balance Plots after Matching and Subclassification

Extracting Matched Data

match_data() match.data() get_matches()

Construct a matched dataset from a matchit object

rbind(<matchdata>) rbind(<getmatches>)

Append matched datasets together

Datasets

lalonde

Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).