[R] sort of OT: bootstrap tutorial
Tim Hesterberg
timh at insightful.com
Mon Mar 12 23:18:48 CET 2007
Another introductory document is
"Bootstrap Methods and Permutation Tests"
http://bcs.whfreeman.com/ips5e/content/cat_080/pdf/moore14.pdf
This focuses on the methods, not on particular software.
There is an accompanying library at
http://www.insightful.com/Hesterberg/bootstrap/IPSdata.zip
that includes the datasets. While this is for S+, R users could
adapt the data/readdata.ssc file to load the datasets.
The document is written for introductory statistics students, but
should be interesting to those who are more advanced. For more info see
http://www.insightful.com/Hesterberg/bootstrap/default.asp#Reference.introStat
Patrick Burns wrote:
>There is now a tutorial on bootstrapping and other resampling
>methods at:
>
>http://www.burns-stat.com/pages/Tutor/bootstrap_resampling.html
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Download S+Resample from www.insightful.com/downloads/libraries
Bootstrap Methods and Permutation Tests
May 21-22 Philadelphia, Oct 10-11 San Francisco.
2-3 May UK, 3-4 Oct UK.
Workshop on resampling for teaching:
May 16 Ohio State
http://www.causeweb.org/workshop/hesterberg/
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