Zero-Inflated Poisson Models with Measurement Error in Response

2021-07-20

Data and code for reproducing the results in the article of "Zero-Inflated Poisson Models with Measurement Error in Response" by Qihuang Zhang and Grace Y. Yi.

Before implementing the code, R package GeneErrorMis is needed to be installed:

# install devtools if necessary
install.packages('devtools')

# install the GeneErrorMis package
devtools::install_github('QihuangZhang/GeneErrorMis')

# load
library(GeneErrorMis)

File Structure

• Naive Method
• Section 6.1： Simulation 1
• Section 6.2： Simulation 2
• Section 6.3： Simulation 3
  • Proposed Method
  • External Validation: X_i is not available but W_i is available in validation data
  • Internal Validation: Both X_i and W_i is available in validation data

Please cite the following publication:

*Zero‐inflated Poisson models with measurement error in the response. *
Zhang, Q. and Yi, G. Y. (2022)
Biometrics. https://doi.org/10.1111/biom.13657