Propensity Score Matching of Non-Binary Treatments
Convert a list of vectors to a data frame.
Balance plot for the given covariate.
Returns a ggplot2 box plot of the differences.
Calculate covariate effect size differences before and after stratific...
Convert a list of vectors to a data frame.
Euclidean distance calculation.
Barplot for the sum of distances.
Loess plot for matched triplets.
This method will return at least one treatment from groups one and two...
Merges outcomes with the matched set.
Merges covariate(s) with the results of trips.
Multiple covariate balance assessment plot.
This method will use a M1-to-M2-to-1 matching.
Parallel coordinate plot for the three groups and dependent variable.
Internal method for plotting. Finds a point d distance from x, y
Prints a grid of balance plots.
Triangle plot drawing matched triplets.
Triangle plot.
Print the results of balance.plot for a data frame of covariates.
Print method for plot.triangle.psa. The primary purpose is to suppre...
Prints the results of summary.triangle.matches.
Internal method for plotting. Position along the left side segment
Internal method for plotting. Position along the right side segment
Returns significance level.
Prints a summary table of the test statistics of each balance plot.
Provides a summary of the matched triplets including analysis of outco...
Prints the summary results of the logistic regression models.
Provides a summary of unmatched subjects.
Propensity Score Analysis for Non-Binary Treatments
Recursive function to find possible matched triplets using the apply f...
Creates matched triplets.
Estimates propensity scores for three groups
Returns rows from trips that were not matched by trimatch.
Propensity score matching for non-binary treatments.
Useful links