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itdr
View on CRAN: Click
here
Download and install itdr package within the R console
Install from CRAN:
install.packages("itdr")
Install from Github:
library("remotes")
install_github("cran/itdr")
Install by package version:
library("remotes")
install_version("itdr", "2.0.1")
Attach the package and use:
library("itdr")
Maintained by
Tharindu P. De Alwis
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-23
Latest Update: 2023-06-23
Description:
The itdr() routine allows for the estimation of sufficient dimension reduction subspaces in univariate regression such as the central mean subspace or central subspace in regression. This is achieved using Fourier transformation methods proposed by Zhu and Zeng (2006) , convolution transformation methods proposed by Zeng and Zhu (2010) , and iterative Hessian transformation methods proposed by Cook and Li (2002) . Additionally, mitdr() function provides optimal estimators for sufficient dimension reduction subspaces in multivariate regression by optimizing a discrepancy function using a Fourier transform approach proposed by Weng and Yin (2022) , and selects the sufficient variables using Fourier transform sparse inverse regression estimators proposed by Weng (2022) .
How to cite:
Tharindu P. De Alwis (2021). itdr: Integral Transformation Methods for SDR in Regression. R package version 2.0.1, https://cran.r-project.org/web/packages/itdr
Previous versions and publish date:
Other packages that cited itdr R package
View itdr citation profile
Other R packages that itdr depends,
imports, suggests or enhances
Functions, R codes and Examples using
the itdr R package
Some associated functions: PDB . Raman . Recumbent . admmft . automobile . d.boots . d.test . dsp . fm_xire . invFM . itdr . prostate . wh . wx . wy .
Some associated R codes: FTIRE.R . FourierMethod.R . IntTrans.R . PDB.R . Raman.R . Recumbent.R . admmft.R . admmft_Methods.R . automobile.R . cvft.R . d.boost.R . d.test.R . dsp.R . fm_xire.R . iht.R . invFM.R . itdr.R . prostate.R . wh.R . wx.R . wy.R . Full itdr package functions and examples
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