[R-sig-ME] Zhang 2011 (re)analysis
Ben Bolker
bbolker at gmail.com
Sun Oct 30 22:00:11 CET 2011
There's a fairly recent paper by Zhang et al (2011) of interest to
folks on this list
DOI: 10.1002/sim.4265
In response to a post on the AD Model Builder users' list, I took a
quick shot at re-doing some of their results (they have extensive
simulation results, which I haven't tried to replicate yet, and an
analysis of binary data from Davis (1991) which is included (I *think*
it's the same data set -- the description and size of the data set match
exactly) in the geepack data set).
If anyone's interested, my results so far are posted at
http://glmm.wikidot.com/local--files/examples/Zhang_reanalysis.Rnw
http://glmm.wikidot.com/local--files/examples/Zhang_reanalysis.pdf
So far the R approaches I've tried agree closely with each other and
with glmmADMB (except MASS::glmmPQL, which I expected to be different --
the rest all use either Laplace approx. or AGHQ). They *don't* agree
with the results Zhang et al got, yet -- I'm sure there's something I'm
missing in the contrasts or otherwise ...
Suggestions or improvements are welcome.
cheers
Ben Bolker
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