# NOT RUN {
n <- 100
p <- 10
x0 <- matrix(rnorm(n*p),nrow=n)
y <- sample(c(0,1),n,replace=TRUE)
fit <- plr(x0,y,lambda=1)
x1 <- matrix(rnorm(n*p),nrow=n)
pred1 <- predict(fit,x1,type="link")
pred2 <- predict(fit,x1,type="response")
pred3 <- predict(fit,x1,type="class")
p <- 3
z <- matrix(sample(seq(3),n*p,replace=TRUE),nrow=n)
x0 <- data.frame(x1=factor(z[ ,1]),x2=factor(z[ ,2]),x3=factor(z[ ,3]))
y <- sample(c(0,1),n,replace=TRUE)
fit <- plr(x0,y,lambda=1)
z <- matrix(sample(seq(3),n*p,replace=TRUE),nrow=n)
x1 <- data.frame(x1=factor(z[ ,1]),x2=factor(z[ ,2]),x3=factor(z[ ,3]))
pred1 <- predict(fit,x1,type="link")
pred2 <- predict(fit,x1,type="response")
pred3 <- predict(fit,x1,type="class")
# }
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