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LongDat

A Tool for 'Covariate'-Sensitive Longitudinal Analysis on 'omics' Data

v1.1.3 · Nov 18, 2024 · GPL-2

Description

This tool takes longitudinal dataset as input and analyzes if there is significant change of the features over time (a proxy for treatments), while detects and controls for 'covariates' simultaneously. 'LongDat' is able to take in several data types as input, including count, proportion, binary, ordinal and continuous data. The output table contains p values, effect sizes and 'covariates' of each feature, making the downstream analysis easy.

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r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
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r-release-windows-x86_64 OK
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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies lme4 reshape2 glmmTMB emmeans bestNormalize MASS ggplot2 stringr magrittr tibble dplyr rlang car rstatix effsize +2 more dependencies LongDat

Version History

new 1.1.3 Mar 9, 2026