[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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