An R package for Simulation Investigation for Empirical Network Analysis

A presentation on exploratory data visualization for longitudinal data in R using dplyr and ggplot2

The Random Intercept-Cross Lagged Panel Model with extensions. Code provided for Mplus and the R package lavaan.

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

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.

This code is in reference to the paper: Kundu, D. and Das, K., 2024. "A quantile-regression approach to bivariate longitudinal joint modeling." Journal of Statistical Research 58(1) , pp : 111-130 , doi: 10.3329/jsr.v58i1.75417

Course repository for BIOST 540: Longitudinal and Multilevel Data Analysis (Spring 2024) with Dr. Gary Chan

R package providing a one sample test for high dimensional repeated measures for one or multiple groups

Analysis of financial diary data reflecting people's experiences of energy insecurity in Great Britain over a five-month period from January to May 2023

R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for inferring covariate effects and assessing covariate relevances. Various models can be specified using a convenient formula syntax.

[npj Digital Medicine] "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

An R data package for the book "Applied longitudinal data analysis: Modeling change and event occurrence" by Singer and Willett (2003).

Contains presentations and reviews of Bayesian analysis papers from grad school coursework.

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

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

R package for easy model fitting and visualization for longitudinal 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