Projects in Awesome Lists tagged with longitudinal-data
A curated list of projects in awesome lists tagged with longitudinal-data .
https://github.com/sktime/sktime-dl
DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
deep-learning longitudinal-data machine-learning neural-networks panel-data scikit-learn time-series time-series-classification time-series-forecasting time-series-regression
Last synced: 13 Apr 2025
https://github.com/rpsychologist/powerlmm
powerlmm R package for power calculations for two- and three-level longitudinal multilevel/linear mixed models.
linear-mixed-effects-modelling linear-mixed-models longitudinal-data multilevel-models power r-package
Last synced: 15 Mar 2025
https://github.com/drizopoulos/Repeated_Measurements
Shiny App for Repeated Measurements Course
longitudinal-data repeated-measurements shiny-apps
Last synced: 06 May 2025
https://github.com/cafferychen777/microbiomestat
Track, Analyze, Visualize: Unravel Your Microbiome's Temporal Pattern with MicrobiomeStat
16s-rrna amplicon-sequencing dada2 longitudinal-data metagenomes metagenomic-analysis microbiome microbiome-analysis microbiome-data microbiome-workflow omics omics-data-integration phyloseq qiime2 statistics visualization
Last synced: 16 Apr 2025
https://github.com/philips-software/latrend
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
cluster-analysis clustering-evaluation clustering-methods data-science longitudinal-clustering longitudinal-data mixture-models r r-package time-series-analysis
Last synced: 13 Apr 2025
https://github.com/brandenberger/rem
R-package for relational event models (one- and two-mode networks)
event-history-analysis inference longitudinal-data network-analysis rem social-network
Last synced: 01 Apr 2025
https://github.com/leifeld/btergm
Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood
complex-networks dynamic-analysis ergm estimation goodness-of-fit inference longitudinal-data network-analysis prediction tergm
Last synced: 21 Mar 2025
https://github.com/m-clark/mixed-models-growth-curves-simulation
Raw files for a document simulating models for longitudinal data (mixed models and growth curve models).
comparison growth-curve-models longitudinal-data mixed-models simulation
Last synced: 30 Apr 2025
https://github.com/xinkai-zhou/mixedmodelsblb.jl
A Julia package for analyzing massive longitudinal data using Linear Mixed Models (LMMs) through the Bag of Little Bootstrap (BLB) method.
bigdata julia longitudinal-data mixed-models
Last synced: 20 Mar 2025
https://github.com/laminetourelab/drug-discovery
I am working on the discovery of new potential therapeutic tagets using Machine learning on multi-omics data.
autoencoder-classification deep-learning drug-discovery graph-convolutional-networks longitudinal-data machine-learning multimodal-data neural-network ngs-pipeline pytorch regularization-methods target
Last synced: 21 Feb 2025
https://github.com/cafferychen777/microbiomestat-shiny
A Shiny interface for the MicrobiomeStat R package, designed to facilitate analysis and visualization of microbiome data.
longitudinal-data microbiome microbiome-analysis microbiome-data microbiome-workflow
Last synced: 16 Mar 2025
https://github.com/mccarthy-m-g/alda
An R data package for the book "Applied longitudinal data analysis: Modeling change and event occurrence" by Singer and Willett (2003).
data growth-curves longitudinal-data mixed-models nonlinear-mixed-models r r-package structural-equation-modeling survival-analysis time-to-event
Last synced: 06 Apr 2025
https://github.com/avallecam/hemogr
Analysis code for the manuscript "Hematological profiles in patients infected with malaria in an endemic area of Peru"
gee longitudinal-data malaria r
Last synced: 02 Mar 2025
https://github.com/kwonnayeon/bayesian-paper-reviews
Contains presentations and reviews of Bayesian analysis papers from grad school coursework.
academic-coursework longitudinal-data missing-data quantile-regression stochastic-search
Last synced: 02 Mar 2025
https://github.com/happma/hrm
R package providing statistical tests for high-dimensional repeated measures or split-plot designs.
high-dimensional-data longitudinal-data r rstats
Last synced: 02 Mar 2025
https://github.com/mmzong/gee_lifestyleeffectsonhypertension
Generalized Estimating Equations (GEE), Quasi-likelihood under the Independence Model Criterion (QIC), Longitudinal data, Embedded box plots within violin plots with hypertension risk categories, spaghetti plots, aggregate line plots, histograms, faceted-area plots, box and jitter plots. Investigating the impact of lifestyle on health.
aggregate-line-plot area-faceted-plots box-plots data-analysis data-manipulation data-science data-visualization generalized-estimating-equations histograms jitter-plots longitudinal-data qic quasi-likelihoods r spaghetti-plots violin-plots
Last synced: 06 Apr 2025
