[R] missing data dataset needed
Frank E Harrell Jr
fharrell at virginia.edu
Sat Sep 14 23:39:46 CEST 2002
Look at the SUPPORT dataset at
http://hesweb1.med.virginia.edu/biostat/s/data
This is one of my favorite dataset for teaching because it has lots of predictors some of which have missing values and it has several types of response variables -
- binary (death in hospital)
- survival time
- ordinal (functional status at 2 months)
- continuous (hospital costs)
All see the titanic3 dataset which has missing values for some of the ages of the Titanic passengers. I do multiple imputation for that variable in Regression Modeling Strategies (Springer, 2001). The response is binary (surviving the disaster).
Frank Harrell
On Fri, 13 Sep 2002 19:28:57 -0700 (PDT)
- - <mbatobeme at yahoo.com> wrote:
> Not exactly an R question but..........
>
> Does anyone have a dataset with a nice story behind it
> that would be suitable for regression analysis but is
> missing data in one or two covariates ? I am playing
> around with different missing data routines and need a
> nice dataset to play with.
>
> Thanks,
>
> Steve
>
>
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--
Frank E Harrell Jr Prof. of Biostatistics & Statistics
Div. of Biostatistics & Epidem. Dept. of Health Evaluation Sciences
U. Virginia School of Medicine http://hesweb1.med.virginia.edu/biostat
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