Other packages > Find by keyword >

LongDat  

A Tool for 'Covariate'-Sensitive Longitudinal Analysis on 'omics' Data
View on CRAN: Click here


Download and install LongDat package within the R console
Install from CRAN:
install.packages("LongDat")

Install from Github:
library("remotes")
install_github("cran/LongDat")

Install by package version:
library("remotes")
install_version("LongDat", "1.1.3")



Attach the package and use:
library("LongDat")
Maintained by
Chia-Yu Chen
[Scholar Profile | Author Map]
First Published: 2022-01-18
Latest Update: 2023-07-17
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.
How to cite:
Chia-Yu Chen (2022). LongDat: A Tool for 'Covariate'-Sensitive Longitudinal Analysis on 'omics' Data. R package version 1.1.3, https://cran.r-project.org/web/packages/LongDat. Accessed 09 Apr. 2025.
Previous versions and publish date:
1.0.0 (2022-01-18 21:42), 1.0.1 (2022-02-02 14:40), 1.0.2 (2022-02-17 12:00), 1.0.3 (2022-02-26 01:40), 1.0.4 (2022-06-01 11:30), 1.0.5 (2022-06-21 18:20), 1.1.0 (2022-07-14 12:00), 1.1.1 (2023-04-17 17:40), 1.1.2 (2023-07-17 07:40)
Other packages that cited LongDat R package
View LongDat citation profile
Other R packages that LongDat depends, imports, suggests or enhances
Complete documentation for LongDat
Downloads during the last 30 days
03/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/08Downloads for LongDat010203040506070TrendBars

Today's Hot Picks in Authors and Packages

MultSurvTests  
Permutation Tests for Multivariate Survival Analysis
Multivariate version of the two-sample Gehan and logrank tests, as described in L.J Wei & J.M Lachin ...
Download / Learn more Package Citations See dependency  
multitaper  
Spectral Analysis Tools using the Multitaper Method
Implements multitaper spectral analysis using discrete prolate spheroidal sequences (Slepians) and s ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mmb  
Arbitrary Dependency Mixed Multivariate Bayesian Models
Supports Bayesian models with full and partial (hence arbitrary) dependencies between random variab ...
Download / Learn more Package Citations See dependency  
cvmdisc  
Cramer von Mises Tests for Discrete or Grouped Distributions
Implements Cramer-von Mises Statistics for testing fit to (1) fully specified discrete distributions ...
Download / Learn more Package Citations See dependency  
fisheye  
Transform Base Maps Using Log-Azimuthal Projection
Base maps are transformed to focus on a specific location using an azimuthal logarithmic distance t ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA