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ghcm  

Functional Conditional Independence Testing with the GHCM
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ghcm", "3.0.1")



Attach the package and use:
library("ghcm")
Maintained by
Anton Rask Lundborg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-25
Latest Update: 2023-11-02
Description:
A statistical hypothesis test for conditional independence. Given residuals from a sufficiently powerful regression, it tests whether the covariance of the residuals is vanishing. It can be applied to both discretely-observed functional data and multivariate data. Details of the method can be found in Anton Rask Lundborg, Rajen D. Shah and Jonas Peters (2022) .
How to cite:
Anton Rask Lundborg (2021). ghcm: Functional Conditional Independence Testing with the GHCM. R package version 3.0.1, https://cran.r-project.org/web/packages/ghcm. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2021-01-25 14:10), 2.0.0 (2021-09-27 20:20), 3.0.0 (2022-02-20 17:20)
Other packages that cited ghcm R package
View ghcm citation profile
Other R packages that ghcm depends, imports, suggests or enhances
Complete documentation for ghcm
Functions, R codes and Examples using the ghcm R package
Some associated functions: ghcm . ghcm_sim_data . ghcm_test . inner_product_matrix_splines . 
Some associated R codes: RcppExports.R . data.R . ghcm-package.R . main.R .  Full ghcm package functions and examples
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