T2: Generates a Hotelling's T2 Graph

In mvdalab: Multivariate Data Analysis Laboratory

Generates a Hotelling's T2 Graph

Description

Generates a Hotelling's T2 Graph both mvdareg and mvdapca objects.

Usage

T2(object, ncomp = object$ncomp, phase = 1, conf = c(.95, .99), verbose = FALSE)

Arguments

object	an object of class mvdareg or mvdapca.
ncomp	the number of components to include in the calculation of Hotelling's T2.
phase	designates whether the confidence limits should reflect the current data frame, phase = 1 or future observations, phase = 2.
conf	the confidence level(s) to use for upper control limit.
verbose	output results as a data frame

Details

T2 is used to generates a Hotelling's T2 graph both PLS and PCA models.

Value

The output of T2 is a graph of Hotelling's T2 and a data frame listing the T2 values.

Author(s)

Nelson Lee Afanador ([e-mail])

References

Hotelling, H. (1931). "The generalization of Student's ratio". Annals of Mathematical Statistics 2 (3): 360:378.

Examples

data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
               ncomp = 2, validation = "loo")
T2(mod1, ncomp = 2)

mvdalab documentation built on Oct. 6, 2022, 1:05 a.m.