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independenceWeights  

Estimates Weights for Confounding Control for Continuous-Valued Exposures
View on CRAN: Click here


Download and install independenceWeights package within the R console
Install from CRAN:
install.packages("independenceWeights")

Install from Github:
library("remotes")
install_github("cran/independenceWeights")

Install by package version:
library("remotes")
install_version("independenceWeights", "0.0.1")



Attach the package and use:
library("independenceWeights")
Maintained by
Jared Huling
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-10
Latest Update: 2022-05-10
Description:
Estimates weights to make a continuous-valued exposure statistically independent of a vector of pre-treatment covariates using the method proposed in Huling, Greifer, and Chen (2021) .
How to cite:
Jared Huling (2022). independenceWeights: Estimates Weights for Confounding Control for Continuous-Valued Exposures. R package version 0.0.1, https://cran.r-project.org/web/packages/independenceWeights. Accessed 03 Dec. 2024.
Previous versions and publish date:
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Complete documentation for independenceWeights
Functions, R codes and Examples using the independenceWeights R package
Some associated functions: independence_weights . print . simulate_confounded_data . weighted_energy_stats . weighted_kernel_est . 
Some associated R codes: independence_weights_estimation.R . print_indep_weights_object.R . simulate_data.R . utils.R .  Full independenceWeights package functions and examples
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