Optimal Intervention


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Documentation for package ‘optinterv’ version 0.1.0

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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