Calculates all implemented measures for the goodness-of-fit and returns them as a list.
Works for objects of class pcrfit, lm, glm, nls, drc and many others...
Usage
pcrGOF(object, PRESS = FALSE)
Arguments
object
a fitted object.
PRESS
logical. If TRUE, the more calculation intensive P^2 is also returned.
Value
A list with all implemented Information criteria (AIC, AICc, BIC), residual variance, root-mean-squared-error, the reduced χ_{ν}^2 from fitchisq (if replicates) and the PRESSP^2 value (if PRESS = TRUE).
Author(s)
Andrej-Nikolai Spiess
Examples
## Single fit without replicates
## including PRESS statistic.
m1 <- pcrfit(reps, 1, 2, l5)
pcrGOF(m1, PRESS = TRUE)
## Fit containing replicates:
## calculation of reduced
## chi-square included!
m2 <- pcrfit(reps, 1, 2:5, l5)
pcrGOF(m2)