Estimates Weights for Confounding Control for Continuous-Valued Exposures


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Documentation for package ‘independenceWeights’ version 0.0.1

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independence_weights Construction of distance covariance optimal weights weights
print.independence_weights Printing results for estimated energy balancing weights
print.weighted_energy_terms Printing results for estimated energy balancing weights
simulate_confounded_data Simulation of confounded data with a continuous treatment
weighted_energy_stats Calculation of weighted energy statistics for weighted dependence
weighted_kernel_est Calculation of weighted nonparametric regression estimate of the dose response function