[R] [FORGED] Histogram for Left Censored Data

Jim Lemon drjimlemon at gmail.com
Fri Jan 1 22:06:59 CET 2016


How about this?

Sconc<-matrix(c(1450,1800,1840,1820,1860,1780,1760,1800,1900,
 1770,1790,1780,1850,1760,1450,1710,1575,1475,1780,1790,
 1780,1450,1790,1800,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0),
 24,2)
Sconc.tab<-table(cut(Sconc[,1],breaks=seq(1450,1900,by=50),
 include.lowest=TRUE))
Sconc.cens<-table(cut(Sconc[,1][Sconc[,2]],breaks=seq(1450,1900,by=50),
 include.lowest=TRUE))
require(plotrix)
barp(c(Sconc.tab,Sconc.cens),names.arg=c(seq(1500,1900,by=50),rep("",9)),
 main="Sulfate concentrations",xlab="Concentration",ylab="Frequency",
 x=rep(1:length(Sconc.tab),2),col=rep(c("green","red"),each=9),
 staxx=TRUE)
legend(2,10,c("Non-censored","Censored"),fill=c("green","red"))

Jim


On Fri, Jan 1, 2016 at 10:45 PM, Steven Stoline <sstoline at gmail.com> wrote:

> Dear Rolf:
>
>
> The histogram should contain a bar(s) for the censored data values replaced
> by their detection limit(s) with different color than other bars for the
> noncensored values . In this example there are only 3 censored values with
> only one detection limit of DL = 1450.
>
>
> with many thanks
> steve
>
>
>
> On Thu, Dec 31, 2015 at 4:16 PM, Rolf Turner <r.turner at auckland.ac.nz>
> wrote:
>
> > On 31/12/15 23:20, Steven Stoline wrote:
> >
> >> Dear All:
> >>
> >> I need helps with creating histograms for data that include left
> >> censored observations.
> >>
> >> Here is an example of left censored data
> >>
> >>
> >>
> >> *Sulfate.Concentration*
> >> <-matrix(c(1450,1800,1840,1820,1860,1780,1760,1800,1900,1770,1790,
> >> 1780,1850,1760,1450,1710,1575,1475,1780,1790,1780,1450,1790,1800,
> >> 1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0),24,2)
> >>
> >>
> >> *Column 2* is an indicator for censoring "*1*" for left censored
> >> observations and "*0*" for non-censored (fully measured)
> >> observations.
> >>
> >
> > And what, pray tell, do you want the resulting histogram to look like?
> > See e.g. fortune("mind_read").
> >
> > cheers,
> >
> > Rolf Turner
> >
> > --
> > Technical Editor ANZJS
> > Department of Statistics
> > University of Auckland
> > Phone: +64-9-373-7599 ext. 88276
> >
>
>
>
> --
> Steven M. Stoline
> 1123 Forest Avenue
> Portland, ME 04112
> sstoline at gmail.com
>
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>
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