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Activity Number: 188
Type: Topic Contributed
Date/Time: Monday, July 30, 2007 : 2:00 PM to 3:50 PM
Sponsor: IMS
Abstract - #309709
Title: Analysis of Count Data with Phylogenetic Random Effects
Author(s): Cecile Ane*+
Companies: University of Wisconsin-Madison
Address: Department of Statistics, Madison, WI, 53706,
Keywords: evolution ; phylogenetic effect ; mixed model ; simulated maximum likelihood
Abstract:

I will describe a statistical method for analyzing count data observed over varying times and multiple individuals from a number of related species. This method accounts for random phylogenetic effects that cause correlation in observations. This generalized linear mixed model regression approach is based on simulated maximum likelihood. It will be used to evaluate the effects of altitude, nectar reward and flower display on the frequency of hummingbird visitation.


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Revised September, 2007