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Kevin Donovan's Projects

data_analysis_with_r_ibis icon data_analysis_with_r_ibis

A set of tutorials for using R to do data analysis and manipulation, illustrated with examples using IBIS datasets. See the following link to view them:

fyi_random_forest icon fyi_random_forest

Random Forest algorithm using FYI responses for predicting Autism Spectrum Disorder (ASD) diagnosis in high risk infants referenced in Meera et al. (2021)

jsm_2020 icon jsm_2020

Contributed session talk on R package lodr, linear regression model fitting with arbitrary number of covariates subject to limits of detection.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

risk_threshold icon risk_threshold

Simulated data and analysis example and R code to implement nonparametric methods for inference on risk thresholds as detailed in Donovan, Hudgens, and Gilbert (2019).

sex_diffs icon sex_diffs

Code and results for sex differences paper from Burrows et al (2022)

stats_r_teaching icon stats_r_teaching

Material for statistics and R computing workshop sessions with IBIS data

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