October 2022
Intermediate to advanced
448 pages
12h 24m
English
book
Nonparametric Statistics with Applications to Science and Engineering with R, 2nd Edition
by Paul Kvam, Brani Vidakovic, Seong-joon Kim
Content preview from Nonparametric Statistics with Applications to Science and Engineering with R, 2nd Edition
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Appendix AWinBUGS
BUGS and WINBUGS are distributed freely and are the result of many years of development by a team of statisticians and programmers at the Medical Research Council Biostatistics Research Unit in Cambridge (BUGS and WinBUGS) and recently by a team at University of Helsinki (OpenBUGS); see the project pages:
and
Models are represented by a flexible language, and there is also a graphical feature, DOODLEBUGS, which allows users to specify their models as directed graphs. For complex models the DOODLEBUGS can be very useful. As of May 2007, the latest version of WinBUGS is 1.4.1, and OpenBUGS 3.0.
A.1 Using WinBUGS
We start the introduction to WinBUGS with a simple regression example. Consider the model
The scale in normal distributions here is parameterized in terms of a precision parameter 
that is the reciprocal of variance, 
Natural distributions for the precision parameters are gamma, and small values of the precision reflect the flatness (noninformativeness) ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.