mixlink (version 0.1.5)

Randomized quantile residuals: Randomized quantile residuals for Mixture Link

Description

Compute randomized quantile residuals for the Mixture Link Binomial and Mixture Link Poisson distributions.

Usage

rqres.mixlink.binom(y, m, mean, Pi, kappa)
rqres.mixlink.pois(y, mean, Pi, kappa)

Arguments

y

The observations

m

Number of success/failure trials

mean

Estimate for parameter \(\vartheta\) of distribution

Pi

Estimate for parameter \(\bm{\pi}\) of distribution

kappa

Estimate for parameter \(\kappa\) of distribution

Value

Vector of residuals

References

Peter K. Dunn and Gordon K. Smyth. Randomized quantile residuals. Journal of Computational and Graphical Statistics, 5(3):236-244, 1996.

Examples

# NOT RUN {
n <- 400
mean.true <- rep(20, n)
Pi.true <- c(1/4, 3/4)
kappa.true <- 1.5
y <- r.mixlink.pois(n, mean.true, Pi.true, kappa.true)
r <- rqres.mixlink.pois(y, mean.true, Pi.true, kappa.true)
qqnorm(r); qqline(r)

# }