summary.mdscore: Summary methods for mdscore objects

In mdscore: Improved Score Tests for Generalized Linear Models

Description

summary methods for the mdscore objects

Usage

## S3 method for class 'mdscore'
summary(object, ...)

Arguments

object	object resulting from a run of the mdscore function.
...	not currently used

Author(s)

Damiao N. da Silva [e-mail]

References

da Silva-Junior AHM, da Silva DN, Ferrari SLP (2014). mdscore: An R Package to Compute Improved Score Tests in Generalized Linear Models. Journal of Statistical Software, 61(2), 1-16., http://www.jstatsoft.org/v61/c02/

See Also

mdscore

Examples

library(Sleuth3)
d <- transform(case1102, TLrat = Brain/Liver, Ltime = log(Time),
               Lwrat = log((Weight + Loss)/Weight),
               Treat = factor(Treatment == "BD", 
               labels=c("NS", "BD"))
               )
fitf <- glm(TLrat ~ Ltime * Treat + Days + Sex + Lwrat
            + Tumor + Treat*Lwrat, data = d,
            family = Gamma("log")
            )
X <- model.matrix(fitf)
fit0 <- glm(TLrat ~ Ltime * Treat + Sex + Lwrat + Tumor + Days,
            data=d, family=Gamma("log"))
test <- mdscore(fit0, X1=X[,9], phi=NULL)
summary(test)

Example output

Loading required package: MASS


               Df  Value  P-value
Score           1   4.38   0.0363
Modified score  1   3.72   0.0537

mdscore documentation built on May 2, 2019, 1:26 p.m.