Package: RegCalib 0.1.0

Jingyu Cui

RegCalib: Regression Calibration for Measurement Error Correction

Corrects for measurement error in continuous exposures and covariates using regression calibration methods. Provides corrected coefficients, standard errors, p-values, confidence intervals, and variance-covariance matrices for linear and generalized linear outcome models under an external validation study design. Implements the deattenuation factor method (RegCalibDF) and the substitution approach (RegCalibSub). Supports single and multiple error-prone exposures.

Authors:Jingyu Cui [aut, cre], Wenze Tang [aut], Molin Wang [aut]

RegCalib_0.1.0.tar.gz
RegCalib_0.1.0.zip(r-4.7-any)RegCalib_0.1.0.zip(r-4.6-any)RegCalib_0.1.0.zip(r-4.5-any)
RegCalib_0.1.0.tgz(r-4.6-any)RegCalib_0.1.0.tgz(r-4.5-any)
RegCalib_0.1.0.tar.gz(r-4.7-any)RegCalib_0.1.0.tar.gz(r-4.6-any)
RegCalib_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RegCalib/json (API)

# Install 'RegCalib' in R:

install.packages('RegCalib', repos = c('https://jingyucui639.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jingyucui639/regcalib/issues

Datasets:

main_data_sim - Simulated Main-Study Data
valid_data_sim - Simulated External Validation Data

On CRAN:

4.18 score 254 downloads 2 exports 18 dependencies

Last updated from:a179265ffd. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	159
source / vignettes	OK	164
linux-release	OK	157
macos-release	OK	184
macos-oldrel	OK	223
windows-devel	OK	87
windows-release	OK	83
windows-oldrel	OK	69
wasm-release	OK	88

Exports:RegCalibDF RegCalibSub

Dependencies:cli dplyr generics glue lattice lifecycle magrittr Matrix matrixcalc pillar pkgconfig R6 rlang tibble tidyselect utf8 vctrs withr

Regression Calibration with an External Validation Study

Introduction | Load the package and example data | Deattenuation factor method | Substitution method | Access the corrected variance-covariance matrices

Rendered fromexternal-validation.Rmdusingknitr::rmarkdown

Last update: 2026-07-31
Started: 2026-07-31

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Simulated Main-Study Data	main_data_sim
Regression Calibration Using the Deattenuation Factor Method	RegCalibDF
Regression Calibration Using Substitution Method	RegCalibSub
Simulated External Validation Data	valid_data_sim