Modeling heterogeneity in nest survival data

Citation
R. Natarajan et Ce. Mcculloch, Modeling heterogeneity in nest survival data, BIOMETRICS, 55(2), 1999, pp. 553-559
Citations number
18
Categorie Soggetti
Biology,Multidisciplinary
Journal title
BIOMETRICS
ISSN journal
0006341X → ACNP
Volume
55
Issue
2
Year of publication
1999
Pages
553 - 559
Database
ISI
SICI code
0006-341X(199906)55:2<553:MHINSD>2.0.ZU;2-E
Abstract
Current statistical methods for estimating nest survival rates assume that nests are identical in their propensity to succeed. However, there are seve ral biological reasons to question this assumption. For example, experience of the nest builder, number of nest helpers, genetic fitness of individual s, and site effects may contribute to an inherent disparity between nests w ith respect to their daily mortality rates. Ignoring such heterogeneity can lead to incorrect survival estimates. Our results show that constant survi val models can seriously underestimate overall survival in the presence of heterogeneity. This paper presents a flexible random-effects approach to mo del heterogeneous nest survival data. We illustrate our methods through dat a on redwing blackbirds.