check_kolmogorov_smirnov: Check Kolmogorov-Smirnov (KS) statistics

In CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures

Check Kolmogorov-Smirnov (KS) statistics

Description

Checks the Kolmogorov-Smirnov (KS) statistics for exposure and confounders in the pseudo-population

Usage

check_kolmogorov_smirnov(w, c, ci_appr, counter_weight = NULL, nthread = 1)

Arguments

w	A vector of observed continuous exposure variable.
c	A data.frame of observed covariates variable.
ci_appr	The causal inference approach.
counter_weight	A weight vector in different situations. If the matching approach is selected, it is an integer data.table of counters. In the case of the weighting approach, it is weight data.table.
nthread	The number of available threads.

Value

output object is list including:

• ks_stat

• maximal_val

• mean_val

• median_val

CausalGPS documentation built on Sept. 30, 2023, 1:06 a.m.