kvr2: Calculate and Compare Multiple Definitions of Coefficient of Determination

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Authors: Mao Kobayashi
Cited by: 0
References: 2

Abstract

Calculate nine types of coefficients of determination (R-squared) based on the classification by Kvalseth (1985) . This package is designed for educational purposes to demonstrate how R-squared values can fluctuate depending on the choice of formula, particularly in power regression models or linear models without an intercept. By providing a comprehensive list of definitions, it helps users understand the mathematical sensitivity of goodness-of-fit indices.

Fields of Study & Subjects

Advanced Statistical Methods and Models Data Analysis with R Statistical Methods and Applications

Publication details

Publication date
12 February 2026
Language
EN
Document type
Dataset