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Using the coefficient of determination R 2 to test the significance of multiple linear regression
Author(s) -
Quinino Roberto C.,
Reis Edna A.,
Bessegato Lupércio F.
Publication year - 2012
Publication title -
teaching statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.425
H-Index - 13
eISSN - 1467-9639
pISSN - 0141-982X
DOI - 10.1111/j.1467-9639.2012.00525.x
Subject(s) - linear regression , mathematics , statistics , test (biology) , f test , regression analysis , geology , paleontology
This article proposes the use of the coefficient of determination as a statistic for hypothesis testing in multiple linear regression based on distributions acquired by beta sampling.