An R package for non-stationary meteorological drought monitoring

Scripts for estimating historic trends in GLOF occurrences and potential biases in reporting

Bird Point Count Simulator

Supplementary materials for the following publication: Davydenko, A., & Goodwin, P. (2021). Assessing point forecast bias across multiple time series: Measures and visual tools. International Journal of Statistics and Probability, 10(5), 46-69. https://doi.org/10.5539/ijsp.v10n5p46

Basic sensitivity analysis of epidemiological results in R

Properties of estimators using the Univariate Normal model

Interactive web app for episensr

A compendium of the pitfalls and problems that arise when using standard statistical methods

Sampling Strategies to Control Misclassification Bias in Longitudinal Udder Health Studies

📊 Tools to Perform ‘Misinformation’ Analysis on a Text Corpus (wrapper for methods in https://github.com/PDXBek/Misinformation)

The association of demographic factors with negative descriptors in medical text

Built a logistic regression model and a classification tree model for predicting the final status of a loan based on various variables available. Confusion matrix and misclassification rate for each model for a test dataset. Variables that appear to be important for predicting outcome. Plotted and described the ROC curves and AUC for the four mo…

This is a repository with codebase and results of the publication: "Characterization of Bias During Meteorological Drought Calculation in Time Series Out-of-Sample Validation"

Adjust naive estimates of learning for guessing

The AssayCorrector eliminates spatial bias in HTS assays using PMP methods.

Simulated data for different selection bias structures

A simulation study looking at which combinations of missing data handling methods across a prediction model's pipeline are compatible, and which ones lead to bias.

Shiny app for episensr

Plotting effect of bias, from Copeland et al., 1977 and Flegal et al., 1986 papers

❗ This is a modified version of the CRAN R package repository. bife — Binary Choice Models with Fixed Effects