DylanSpicker/rcalibration: Implements Generalized Regression Calibration (and Related) Estimators for Measurement Error Correction.

This package implements a generalized regression calibration estimator, for the correction of measurement error in standard modelling contexts. This generalized estimator contains the more common replicate-based estimators (Carroll, et al., 2006) as a special case and incorporates a broad correction that establishes consistency under a broad class of error models. The package further provides utilities related to these corrections, notably the capacity to compute optimal weights when taking a convex combination of error-prone proxies and utilities for estimating the structure of errors observed in data.

install.packages("remotes")
remotes::install_github("DylanSpicker/rcalibration")