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ClinSigMeasures (version 1.2)

Clinical Significance Measures

Description

Provides measures of effect sizes for summarized continuous variables as well as diagnostic accuracy statistics for 2x2 table data. Includes functions for Cohen's d, robust effect size, Cohen's q, partial eta-squared, coefficient of variation, odds ratio, likelihood ratios, sensitivity, specificity, positive and negative predictive values, Youden index, number needed to treat, number needed to diagnose, and predictive summary index.

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Version

Install

install.packages('ClinSigMeasures')

Monthly Downloads

325

Version

1.2

License

GPL-3

Maintainer

Mike Malek-Ahmadi

Last Published

July 1st, 2024

Functions in ClinSigMeasures (1.2)

specificity

Specificity Calculation From a 2x2 Table
youden_index

Youden Index Calculation From a 2x2 Table
robust_effect_size

Robust effect size for comparison of means between two groups
sensitivity

Sensitivity Calculation From a 2x2 Table
odds_ratio

Odds Ratio Calculation From a 2x2 Table
cohens_q

Cohen's q Calculation
lr_neg

Likelihood Ratio Negative Calculation From a 2x2 Table
npv

Negative Predictive Value Calculation From a 2x2 Table
partial_eta_sq

Partial Eta Squared Calculation
nnd

Number Needed to Diagnose Calculation From a 2x2 Table
nnt

Number Needed to Treat Calculation From a 2x2 Table
cohens_d

Cohen's d Calculation
cv

Coefficient of Variation Calculation
lr_pos

Likelihood Ratio Positive Calculation From a 2x2 Table
ppv

Positive Predictive Value Calculation From a 2x2 Table
psi

Predictive Summary Index Calculation From a 2x2 Table