Optimal Intervention

Documentation for package ‘optinterv’ version 0.1.0

add_sign	Add signs to variable names
boot_ci	Bootstrap Confidence Intervals
boot_default	Bootstrap (default) Bootstrap function for the non-parametric and the nearest neighbor methods
dev_moments	Moment deviation
kl_dist_cor	Kullback-Leibler Divergence
kl_dist_def	Kullback-Leibler Divergence
nn	Nearest-neighbors method
nn_wgt	Nearest-neighbors weights
non_parm	Non-parametric method
optint	Optimal intervention
optint_by_group	Optimal intervention, by group
outcome_diff	Outcome difference
par_cor	Partial Correlation
perm_test	Permutation test Test the null hypothesis P(X\|I=0) = P(X\|I=1), using permutation test.
per_distance	Distance Between Distributions
plot.optint	Plot optint object
plot.optint_by_group	Plot optint object, by group
plot_change	Plot the change in the distribution of X
summary.optint	Summary for optint object
var_pos	Variable Position
wgt_adjust	Weights adjustment
wtd_bin	Weighted Bin