Statistical Quantification of Individual Differences: an simulation tool for understanding multi-level phenotypic data in linear mixed models
Tools for multiple imputation in multilevel modeling
Hierarchical Network Item Response Model
Course repository for BIOST 540: Longitudinal and Multilevel Data Analysis (Spring 2024) with Dr. Gary Chan
R package for bivariate within- and between-cluster correlations in clustered and intensive longitudinal data.
Einführung in die Multilevel Regression
Code examples for IV, 2SLS, and 2SRI for Multilevel/Hierarchical Models. Designed for masters-level students in statistics/biostatistics/causal inference/data science, or PhD students and postdocs from an allied field needing applied statistics examples to help with a project.
Repo to replicate the study: Implementing a Hierarchical Deep Learning Approach for Simulating multilevel Auction Data
A longitudinal analysis and statistical report on the developmental of pulmonary function in children with asthma and the impact of early intervention of anti-inflammatory drugs by using SAS. Data source was a teaching dataset from the Childhood Asthma Management Program (CAMP) provided by the National, Heart, Lung and Blood Institute.
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