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r-rnomni

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Genetic association tests that use the rank-based inverse normal transformation (INT). 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. Moreover, INT-based tests dominate standard linear regression in terms of power. INT-based tests may be classified into two types: tests that directly transform the phenotype (D-INT) and tests that transform phenotypic residuals (I-INT). Our omnibus test (O-INT) adaptively combines D-INT and I-INT into a single robust and statistically powerful approach.

Installation

To install this package, run one of the following:

Conda
$conda install r_test::r-rnomni

Usage Tracking

0.7.1
1 / 8 versions selected
Total downloads: 0

About

Summary

Genetic association tests that use the rank-based inverse normal transformation (INT). 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. Moreover, INT-based tests dominate standard linear regression in terms of power. INT-based tests may be classified into two types: tests that directly transform the phenotype (D-INT) and tests that transform phenotypic residuals (I-INT). Our omnibus test (O-INT) adaptively combines D-INT and I-INT into a single robust and statistically powerful approach.

Information Last Updated

Apr 22, 2025 at 15:32

License

GPL-3

Total Downloads

3

Platforms

Linux 64 Version: 0.7.1
Win 64 Version: 0.7.1
macOS 64 Version: 0.7.1