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).

An R package for Simulation Investigation for Empirical Network Analysis

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

Scripts for assessing longitudinal quantitative traits in UKBIOBANK-linked primary care data

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.

Stata code for ACBS derivation and analysis on cognitive outcomes in NSHD, for paper: "Associations between midlife anticholinergic medication use and subsequent cognitive decline"