longitudinal-data

There are 104 repositories under longitudinal-data topic.

  • sktime/sktime-dl

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

    Language:Python597183978

  • stocnet/rsiena

    An R package for Simulation Investigation for Empirical Network Analysis

    Language:C++106133524

  • rpsychologist/powerlmm

    powerlmm R package for power calculations for two- and three-level longitudinal multilevel/linear mixed models.

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  • drizopoulos/Repeated_Measurements

    Shiny App for Repeated Measurements Course

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  • nt-williams/lmtp

    :package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:

    Language:R6469818

  • hharcolezi/multi-freq-ldpy

    Multiple Frequency Estimation Under Local Differential Privacy in Python

    Language:Python47204

  • cafferychen777/MicrobiomeStat

    Track, Analyze, Visualize: Unravel Your Microbiome's Temporal Pattern with MicrobiomeStat

    Language:R373575

  • hlennon/LCTMtools

    Latent Class Trajectory Models: An R Package

    Language:R341818

  • JeroenDMulder/RI-CLPM

    Online supplementary materials of “Three extensions of the random intercept cross-lagged panel model” by Mulder and Hamaker (2021).

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  • graemeleehickey/joineRML

    R package for fitting joint models to time-to-event data and multivariate longitudinal data

    Language:R3056911

  • 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

    Language:R3031465

  • Causal-LDA/TrialEmulation

    Language:R252988
  • lgpr

    jtimonen/lgpr

    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.

    Language:R255231
  • PELIC-dataset

    ELI-Data-Mining-Group/PELIC-dataset

    The University of Pittsburgh English Language Institute Corpus (PELIC) dataset

    Language:HTML24304

  • chengl7/LonGP

    Gaussian process regression + automatical model selection for logitudinal -omics data

    Language:MATLAB21024

  • brandenberger/rem

    R-package for relational event models (one- and two-mode networks)

    Language:R18803

  • graemeleehickey/joineR

    R package for fitting joint models to time-to-event and longitudinal data

    Language:R184599

  • leifeld/btergm

    Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood

    Language:R1843210

  • nadeemlab/SeqX2Y

    Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]

    Language:Python18317

  • gmiaslab/pyiomica

    PyIOmica (pyiomica) is a Python package for omics analyses.

    Language:Python15104

  • ellenhamaker/RI-CLPM

    This repository has been transferred to jeroendmulder.github.io/RI-CLPM for easier maintenance. The Github Pages automatically redirects to the new Github Page.

    13206

  • bionlplab/longitudinal_transformer_for_survival_analysis

    [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

    Language:Python12101

  • hharcolezi/LOLOHA

    Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".

    Language:Python12300

  • imalenica/medltmle

    R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data

    Language:R12313

  • Califrais/flash

    A generalized joint model for high-dimensional multivariate longitudinal data and censored durations

    Language:Jupyter Notebook11504

  • jorgeserras/MTS_OutlierDetection

    METEOR: Outlier detection for longitudinal data using Dynamic Bayesian Networks

    11301

  • kathoffman/swimmer-plots

    Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".

    Language:HTML11102

  • graemeleehickey/comprisk

    Comparison of joint models for competing risks and longitudinal data

    Language:C10204

  • growthcharts/brokenstick

    Broken Stick Model for Irregular Longitudinal Data

    Language:R9963

  • RANDCorporation/optic

    optic: Simulation Tool for Causal Inference Using Longitudinal Data

    Language:R92151

  • josemonteiro/tDBN

    Language:Java6313

  • scibiome/meteor

    `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.

    Language:R6411

  • j-kuo/LCTMC

    This package fits a latent class CTMC model to cluster longitudinal multistate data

    Language:R5100

  • m-clark/mixed-models-growth-curves-simulation

    Raw files for a document simulating models for longitudinal data (mixed models and growth curve models).

    Language:R5103

  • basiralab/4D-FED-GNN

    Federated time-dependent graph evolution prediction with missing timepoints.

    Language:Python4103

  • junyzhou10/clusterMLD

    Clustering longitudinal data with potential sparse, irregular observations, multiple outcomes, and unbalanced cluster sizes

    Language:R4111