Linear Errors-In-Variables Estimation
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Updated
Nov 24, 2018 - SAS
Linear Errors-In-Variables Estimation
Simulation Demo of Variational Bayes Model in My Master's Degree Thesis in Statistics
Fit Poolwise Regression Models
An R Package for Two-Stage Path Analysis (2S-PA)
Replication Code for Michler, J.D., Josephson, A., Kilic, T., and Murray, S. Forthcoming. “Privacy Protection, Measurement Error, and the Integration of Remote Sensing and Socioeconomic Survey Data.” Journal of Development Economics.
A Shiny app that illustrates the relationship between reliability and measurement error.
Reliability and Measurement Error in Psychometrics
Supplementary material and reproducible research files for article “A joint Bayesian framework for missing data and measurement error using integrated nested Laplace approximations” by Emma Skarstein, Sara Martino and Stefanie Muff.
Package to produce quantities of interest from rank order questions after correcting for bias from random responses.
Code for simulation studies in "An approximate quasi-likelihood approach for error-prone failure time outcomes and exposures", Boe et al. (2021) (https://doi.org/10.1002/sim.9108)
batchtma: R package to adjust for batch effects, for example between tissue microarrays
Replication files for Addressing Measurement Errors in Ranking Questions for the Social Sciences
Uncertainty or Standard Error of Mean propagation using Delta and Monte Carlo methods
Created a model to estimate the measurement error existing in ROC curves - Measurement Error model, Bernstein polynomial Model, Contaminated Non-parametric Density Estimation, MLE, EM Algorithm, R
Raw files for a document examining the use of latent variable and sum scores for secondary analysis.
lpme provides tools for analyzing latent variable models with measurement error correction, particularly in scenarios with identification restrictions. It implements various correction methods and uses partitioning + bootstrapping for standard errors.
Plugin to the Quantum Machine Learning library PennyLane adding MEM
R package for Statistical Modeling of Animal Movements
An R package for fitting state-space models to repeated measures of multiple individuals with covariates
Replication code continuing updates to Michler, J.D., Josephson, A., Kilic, T., and Murray, S. (2021). "Estimating the Impact of Weather on Agriculture." World Bank Policy Research Working Paper, No. 9867.
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