Contains presentations and reviews of Bayesian analysis papers from grad school coursework.
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Updated
Aug 2, 2024
Contains presentations and reviews of Bayesian analysis papers from grad school coursework.
An R package for Simulation Investigation for Empirical Network Analysis
Scripts for assessing longitudinal quantitative traits in UKBIOBANK-linked primary care data
A generalized joint model for high-dimensional multivariate longitudinal data and censored durations
"Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling" by Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah H Van Tassel, Kyle Kovacs, Emily Y Chew, Zhiyong Lu, Zhangyang Wang, & Yifan Peng
📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮
An R data package for the book "Applied longitudinal data analysis: Modeling change and event occurrence" by Singer and Willett (2003).
Track, Analyze, Visualize: Unravel Your Microbiome's Temporal Pattern with MicrobiomeStat
`MeTEor` is an R Shiny application that offers the possibility to explore longitudinal metabolomics data. For this purpose, a variety of statistical analysis and visualization methods are implemented in MeTEor to help the user to get a quick overview of the data.
R package for easy model fitting and visualization for longitudinal data.
Course repository for BIOST 540: Longitudinal and Multilevel Data Analysis (Spring 2024) with Dr. Gary Chan
An R package for clustering longitudinal datasets in a standardized way, providing interfaces to various R packages for longitudinal clustering, and facilitating the rapid implementation and evaluation of new methods
Forecasting Mortality Rates: Unveiling Patterns with a PCA-GEE Approach
The Random Intercept-Cross Lagged Panel Model with extensions. Code provided for Mplus and Lavaan (R).
Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]
Random forests for longitudinal data using stochastic semiparametric miced-model
Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood
Longitudinal analysis for single-ase experimental design meta-analyses: Using R (2022 한국특수교육학회 동계학술대회)
A Shiny interface for the MicrobiomeStat R package, designed to facilitate analysis and visualization of microbiome data.
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