EDUCATION RESEARCH · SIX COMPLETE WORKFLOWS
Six reproducible R Markdown workflows cover multilevel data, categorical outcomes, prediction, program evaluation, educator surveys, and educational measurement. Each release uses synthetic data and includes diagnostics, interpretation guidance, and reporting support.
THE EDUCATION COLLECTION
Each product is $59, delivered as a versioned ZIP through secure checkout.
A reproducible R Markdown workflow for students nested in classrooms and schools, with cluster audits, intraclass correlations, within-between effects, random slopes, cross-level interactions, and a binary-outcome extension.
View and purchase →A complete workflow for binary, ordered, and unordered educational outcomes, including coding audits, logistic models, proportional-odds checks, adjusted probabilities, calibration, discrimination, and school-clustered uncertainty.
View and purchase →A reproducible prediction workflow that compares logistic regression, lasso, decision trees, and random forests while preventing school-level leakage and evaluating calibration, subgroup performance, uncertainty, and responsible use.
View and purchase →A modular R Markdown workflow for four distinct education evaluation designs: propensity-score weighting and matching, difference-in-differences, regression discontinuity, and interrupted time series—with design-specific assumptions and diagnostics.
View and purchase →A complete educator-survey workflow that connects data cleaning, reverse coding, reliability and factor evidence, survey weights, district clustering, and continuous or ordinal leadership outcomes.
View and purchase →A complete item-response workflow for educational assessments, from item and dimensionality audits to Rasch and 2PL estimation, test information, EAP scores, and uniform and nonuniform DIF review.
View and purchase →NEED A DIFFERENT KIND OF SUPPORT?
Products teach a reproducible workflow. For project-specific study design or analysis consultation, contact Dissertation Stats Helper.
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