rsq: Coefficient of Determination

Calculates a newly defined coefficient of determination, aka R^2, and coefficient of partial determination, aka partial R^2 by Zhang (2016) for generalized linear models (including quasi models with well defined variance functions). It also avoids overstatement of variation proportion explained by the model or a group of covariates.

Author
Dabao Zhang
Date of publication
2016-09-21 08:06:31
Maintainer
Dabao Zhang <zhangdb@stat.purdue.edu>
License
GPL-2
Version
0.6

View on CRAN

Man pages

hcrabs
Satellites of Female Horseshoe Crabs
hschool
Attendance Behavior of High School Juniors
lifetime
Test Results of Lifetime in Two Different Environments.
qvresidual
Residual Defined on the Basis of a Quardratic Variance...
rsq
Coefficient of Determination
rsq.partial
Coefficient of Partial Determination
vresidual
Variance-Function-Based Residual
vsse
Variance-Function-Based Error Sum of Squares

Files in this package

rsq
rsq/NAMESPACE
rsq/data
rsq/data/hschool.rda
rsq/data/hcrabs.rda
rsq/data/lifetime.rda
rsq/R
rsq/R/rsq.R
rsq/MD5
rsq/DESCRIPTION
rsq/man
rsq/man/rsq.partial.Rd
rsq/man/hschool.Rd
rsq/man/rsq.Rd
rsq/man/vsse.Rd
rsq/man/qvresidual.Rd
rsq/man/vresidual.Rd
rsq/man/lifetime.Rd
rsq/man/hcrabs.Rd