Simulations biased high

questions concerning anlysis/theory using program DENSITY and R package secr. Focus on spatially-explicit analysis.

Simulations biased high

Postby sixtystrat » Tue Sep 03, 2013 1:40 pm

I am running a bunch of simulations using trap clusters to estimate bear densities. In my sparser trap configurations, the estimates of D seem to be biased high. I was expecting higher SEs but not bias. What is the reason for that?

Thanks!
Joe
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Re: Simulations biased high

Postby murray.efford » Tue Sep 03, 2013 1:47 pm

When trap clusters are too small, recaptures within the cluster are inadequate to document the full extent of movements. The result (at an intuitive level) is that the observed individuals are attributed to a sampling region that is too small, and density is estimated high. See e.g. simulations in Tobler and Powell Biol Cons 2013 Fig. 2 and Efford Ecology 2011 Table 3.
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Re: Simulations biased high

Postby sixtystrat » Tue Sep 03, 2013 1:57 pm

That makes sense. My 3x3 trap clusters were performing better than the 2x2 clusters. Thanks Murray.
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