Other packages > Find by keyword >

SIHR  

Statistical Inference in High Dimensional Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SIHR", "2.1.0")



Attach the package and use:
library("SIHR")
Maintained by
Zijian Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-14
Latest Update: 2023-04-09
Description:
The goal of SIHR is to provide inference procedures in the high-dimensional setting for (1) linear functionals in generalized linear regression ('Cai et al.' (2019) <doi:10.48550/arXiv.1904.12891>, 'Guo et al.' (2020) <doi:10.48550/arXiv.2012.07133>, 'Cai et al.' (2021)), (2) conditional average treatment effects in generalized linear regression, (3) quadratic functionals in generalized linear regression ('Guo et al.' (2019) <doi:10.48550/arXiv.1909.01503>). (4) inner product in generalized linear regression (5) distance in generalized linear regression.
How to cite:
Zijian Guo (2021). SIHR: Statistical Inference in High Dimensional Regression. R package version 2.1.0, https://cran.r-project.org/web/packages/SIHR. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2021-06-14 10:40), 0.2.0 (2021-10-07 10:00), 1.0.0 (2022-07-25 20:50), 1.0.1 (2022-08-10 09:30), 1.1.0 (2022-09-26 19:50), 2.0.0 (2023-04-06 11:03), 2.0.1 (2023-04-09 18:50)
Other packages that cited SIHR R package
View SIHR citation profile
Other R packages that SIHR depends, imports, suggests or enhances
Complete documentation for SIHR
Functions, R codes and Examples using the SIHR R package
Some associated functions: ITE . LF . QF . ci.ITE . ci.LF . ci.QF . ci . print.summary.ITE . print.summary.LF . print.summary.QF . summary.ITE . summary.LF . summary.QF . 
Some associated R codes: ITE.R . LF.R . Methods.R . QF.R . check.R . helpers.R .  Full SIHR package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA