frankthetank
2012-Jan-14 22:54 UTC
[R] Estimate the average abundance using Poisson regression with a log link.
Hello, please excuse the simplicity of this question as I am not very good with stats. I am taking a class, using R which I am learning at the same time, and the questions asks us to "Estimate the average abundance using Poisson regression with a log link". I can estimate the abundance from "x", but I can seem to figure out how to get the average abundance in this method. Any suggestions would be welcome as I have spent about 4 hours trying to figure this one out. Thanks. -- View this message in context: http://r.789695.n4.nabble.com/Estimate-the-average-abundance-using-Poisson-regression-with-a-log-link-tp4295863p4295863.html Sent from the R help mailing list archive at Nabble.com.
Rui Barradas
2012-Jan-14 23:41 UTC
[R] Estimate the average abundance using Poisson regression with a log link.
There is a no homework rule, but: 1. "abundance" + "poisson" seems to be an animal species abundance problem in a capture-recapture framework. 2. If so, check out packages 'Rcapture' and 'SPECIES'. They both implement several estimators, such as Burnham and Overton's jacknife or Chao's estimators. (The poisson model is a natural one). 3. Personally, I prefer the first, but this is because I'm more used to it and have never worked with 'SPECIES', just took a look at it. Rui Barradas -- View this message in context: http://r.789695.n4.nabble.com/Estimate-the-average-abundance-using-Poisson-regression-with-a-log-link-tp4295863p4295930.html Sent from the R help mailing list archive at Nabble.com.
Rui Barradas
2012-Jan-15 01:52 UTC
[R] Estimate the average abundance using Poisson regression with a log link.
P.S. I don't understand what you mean by "log link" but if it's the use of a log-normal to get improved confidence intervals, package 'SPECIES' implements it, unlike 'Rcapture' that only gives point estimates. Rui Barradas -- View this message in context: http://r.789695.n4.nabble.com/Estimate-the-average-abundance-using-Poisson-regression-with-a-log-link-tp4295863p4296096.html Sent from the R help mailing list archive at Nabble.com.