haomeng797-ship-it/dem-crime-equity
Reproducible R study of democracy, crime, and equity in the U.S. states.
Reproducible R study of democracy, crime, and equity in the U.S. states.
Design, monitor, and quality-check single-case (N-of-1) intensive longitudinal studies in R: exact uniform randomization schedules, simulation-based power, EMA validation, and prompt-level compliance.
Matched-null tests for cluster-count claims: is a reported number of clusters real, or a method artifact?
Idiographic time-series analysis of melatonin and daily affect in a single individual.
iOS Shortcuts pipeline for thrice-daily EMA data collection
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
:ghost: Utilities for analyzing Bayesian models and posterior distributions
A preregistered, algorithm-agnostic matched-null test for cluster-count claims ("N types"), tried out on personality.
Visualizations of distributions and uncertainty
Lightweight extension of the base R graphics system
:link: Methods for Correlation Analysis
:bar_chart: Computation and processing of models' parameters
:art: Visualisation toolbox for beautiful and publication-ready figures