Software

R package mecor
This R package implements measurement error correction methods for measurement error in a continuous covariate or outcome in a linear model with a continuous outcome. For details, see arxiv.org/abs/2102.04791

R package apricom
Tools to compare several model adjustment and validation methods prior to application in a final analysis. For details, see doi.org/10.1186/s12874-016-0209-0


Shiny apps

Classification error
This app creates bias plots to support quantitative bias analysis to assess the impact of classification error in a confounding variable. For details, see doi.org/10.1097/EDE.0000000000001239

Measurement heterogeneity
This app allows to explore the impact of random predictor measurement heterogeneity on prediction model performance. For details, see doi.org/10.1002/sim.8183