Other packages > Find by keyword >

RNOmni  

Rank Normal Transformation Omnibus Test
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RNOmni", "1.0.1.2")



Attach the package and use:
library("RNOmni")
Maintained by
Zachary McCaw
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-29
Latest Update: 2023-09-11
Description:
Inverse normal transformation (INT) based genetic association testing. These tests are recommend for continuous traits with non-normally distributed residuals. INT-based tests robustly control the type I error in settings where standard linear regression does not, as when the residual distribution exhibits excess skew or kurtosis. Moreover, INT-based tests outperform standard linear regression in terms of power. These tests may be classified into two types. In direct INT (D-INT), the phenotype is itself transformed. In indirect INT (I-INT), phenotypic residuals are transformed. The omnibus test (O-INT) adaptively combines D-INT and I-INT into a single robust and statistically powerful approach. See McCaw ZR, Lane JM, Saxena R, Redline S, Lin X. "Operating characteristics of the rank-based inverse normal transformation for quantitative trait analysis in genome-wide association studies" .
How to cite:
Zachary McCaw (2017). RNOmni: Rank Normal Transformation Omnibus Test. R package version 1.0.1.2, https://cran.r-project.org/web/packages/RNOmni. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:19), 0.1.2 (2017-10-29 14:03), 0.1.3 (2017-11-02 20:12), 0.1.4 (2017-11-16 22:55), 0.1.5 (2018-02-13 00:30), 0.2.0 (2018-04-01 06:11), 0.2.1 (2018-04-02 11:44), 0.2.2 (2018-04-16 13:18), 0.3.0 (2018-04-18 09:59), 0.4.0 (2018-05-16 23:38), 0.5.0 (2018-09-14 09:50), 0.6.0 (2019-01-12 23:21), 0.7.1 (2019-04-28 09:10), 1.0.0 (2020-10-05 18:40), 1.0.1 (2022-08-15 22:50)
Other packages that cited RNOmni R package
View RNOmni citation profile
Other R packages that RNOmni depends, imports, suggests or enhances
Complete documentation for RNOmni
Functions, R codes and Examples using the RNOmni R package
Some associated functions: BAT . BasicInputChecks . CauchyToP . DINT . FitOLS . IINT . OINT . OmniP . PartitionData . PtoCauchy . RNOmni-help . RankNorm . 
Some associated R codes: BAT.R . CauchyCombination.R . DINT.R . IINT.R . InputCheck.R . OINT.R . PackageHelp.R . RN.R . RcppExports.R .  Full RNOmni package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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