Re: R-sig-teaching Digest, Vol 59, Issue 9
Nicholas Horton <nicholas_horton <at> yahoo.com>
2013-02-07 13:43:26 GMT
> Date: Tue, 29 Jan 2013 13:38:28 -0700
> From: Allen Cornelius <allencornelius <at> gmail.com>
> To: "r-sig-teaching <at> r-project.org" <r-sig-teaching <at> r-project.org>
> Subject: [R-sig-teaching] Data sets for teaching advanced stats with R
>
> Knowledgable group,
>
> I am in the process of designing an advanced statistics class for doctoral level clinical psychology
students. Their background in basic statistical concepts is OK, but they have little exposure to
statistical software. I am looking for pre existing data sets that they can explore fairly easily,
probably using R and R Commander (though some coding would be OK), to illustrate some multivariate
analyses (e.g., advanced regression, MANOVA, factor analysis). I don't expect proficiency with the
software, but enough exposure to the output of results of analyses to understand what things mean. I am
looking for multiple examples of the same analyses, so they get exposure and practice with lots of stuff.
>
> Allen
>
Allen,
You might be interested in checking out the HELP study dataset, which is included as part of the "mosaic"
package in R as well as in a variety of formats from the book "SAS and R: Data Management, Statistical
Analysis and Graphics" book website at http://www.math.smith.edu/sasr/datasets.php.
This includes deidentified data from a randomized trial of n=470 subjects recruited from a detox center in
Boston who were randomized to usual care or an intervention to link them to primary care. Approximately
200 variables are measured at each of baseline, 6 months, 12 month, 18 month and 24 month follow up. There
are a variety of sociobehavioral, health, and health services questions which can be addressed.
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