Raw files for a document examining the use of latent variable and sum scores for secondary analysis.
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Updated
Nov 24, 2017 - R
Raw files for a document examining the use of latent variable and sum scores for secondary analysis.
Linear Errors-In-Variables Estimation
Fit Poolwise Regression Models
Simulation Demo of Variational Bayes Model in My Master's Degree Thesis in Statistics
Uncertainty or Standard Error of Mean propagation using Delta and Monte Carlo methods
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)
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
Plugin to the Quantum Machine Learning library PennyLane adding MEM
An R package for fitting state-space models to repeated measures of multiple individuals with covariates
A Shiny app that illustrates the relationship between reliability and measurement error.
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.
R package for Statistical Modeling of Animal Movements
A package for a more general, more straightforward, and more creative conjoint analysis
An R Package for Two-Stage Path Analysis (2S-PA)
Reliability and Measurement Error in Psychometrics
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.
batchtma: R package to adjust for batch effects, for example between tissue microarrays
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.
Package to produce quantities of interest from rank order questions after correcting for bias from random responses.
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