Extended Joint Models for Longitudinal and Survival Data

Early Life Microbiome Toolbox

LAVA: Longitudinal Analysis of Viral Alleles

Datasets and artifacts for the paper "A Longitudinal Analysis of Bloated Java Dependencies"

Supplementary materials for the manuscript "Clustering of longitudinal data: A tutorial on a variety of approaches" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel (2021)

Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms

Supplementary materials for the manuscript "A comparison of methods for clustering longitudinal data with slowly changing trends" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel, published in Communications in Statistics - Simulation and Computation (2021).

`mbtransfer` is an R package for modeling microbiome dynamics. It provides functions for fitting transfer function models, simulating counterfactual trajectories, and selecting significantly perturbed taxa using mirror statistics.

Early Growth Genetics Longitudinal Analysis

Matching Methods for Time-Varying Observational Studies, in R

Scripts related to "Associations between attention-deficit hyperactivity disorder (ADHD) symptom remission and white matter microstructure: A longitudinal analysis"

MARIO Challenge MICCAI 2024

The Affective Dynamics of Everyday Digital Life: Opening Computational Possibility

Supplementary materials for the manuscript "Latent-class trajectory modeling with a heterogeneous mean-variance relation" by N. G. P. Den Teuling, F. Ungolo, S.C. Pauws, and E.R. van den Heuvel

Comprehensive analysis of differential gene expression using Bayesian statistics and advanced statistical modeling techniques. The project includes scripts, data, figures, and analysis results.

Statistically answered 8 research questions using Multiple Factor Analysis (MFA), Principal Component Analysis (PCA), Multiple Linear Regression, Welch's t-test, Wilcoxon signed-rank test, and Longitudinal Multilevel Mixed-effect Modeling with time trajectories.

Positivity violations in marginal structural survival models with time-dependent confounding: a simulation study on IPTW-estimator performance.

Supplementary materials for the manuscript "A comparison of methods for clustering longitudinal data with slowly changing trends" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel, published in Communications in Statistics - Simulation and Computation (2021).