# Re: [R] can not use plot.Predict {rms} reproduce figure 7.8 from Regression Modeling Strategies (http://biostat.mc.vanderbilt.edu/wiki/pub/Main/RmS/course2.pdf)

From: John Smith <zmring_at_gmail.com>
Date: Tue, 17 May 2011 16:25:04 -0400

Also I can not reproduce figure 7.11 by

f <- Newlabels(f, list(turnout='voter turnout (%)')) windows()
nomogram(f, interact=list(income=incomes), turnout=seq(30,100,by=10),

lplabel='estimated % voting Democratic', cex.var=.8, cex.axis=.75)

On Tue, May 17, 2011 at 4:04 PM, John Smith <zmring_at_gmail.com> wrote:

> Dear R-users,
>
> I am using R 2.13.0 and rms 3.3-0 , but can not reproduce figure 7.8 of the
> handouts *Regression Modeling Strategies* (
> http://biostat.mc.vanderbilt.edu/wiki/pub/Main/RmS/course2.pdf) by the
> following code. Could any one help me figure out how to solve this?
>
>
> setwd('C:/Rharrell')
> require(rms)
>
> older <- counties\$age6574 + counties\$age75
> label(older) <- '% age >= 65, 1990'
> pdensity <- logb(counties\$pop.density+1, 10)
> label(pdensity) <- 'log 10 of 1992 pop per 1990 miles^2'
> counties <- cbind(counties, older, pdensity) # add 2 vars. not in data
> frame
>
> f <- ols(democrat ~ rcs(pdensity,4) + rcs(pop.change,3) +
> rcs(older,3) + crime + rcs(college,5) + rcs(income,4) +
> rcs(college,5) %ia% rcs(income,4) +
> rcs(farm,3) + rcs(white,5) + rcs(turnout,3), data=counties)
>
> incomes <- seq(22900, 32800, length=4)
> show.pts <- function(college.pts, income.pt)
> {
> s <- abs(income - income.pt) < 1650
> # Compute 10th smallest and 10th
> largest % college
> # educated in counties with median
> family income within
> # \$1650 of the target income
> x <- college[s]
> x <- sort(x[!is.na(x)])
> n <- length(x)
> low <- x[10]; high <- x[n-9]
> college.pts >= low & college.pts <= high
> }
> windows()
> plot(Predict(f, college, income=incomes, conf.int=FALSE),
> xlim=c(0,35), ylim=c(30,55), lty=1, lwd=c(.25,1.5,3.5,6),
> col=c(1,1,2,2), perim=show.pts)
>
>
>
>
> Thanks
>
>
>

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