On the use of correlated beta random variables with animal population modelling


Autoria(s): DIAS, Carlos Tadeu dos Santos; SAMARANAYAKA, Ari; MANLY, Bryan
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

18/10/2012

18/10/2012

2008

Resumo

We give reasons why demographic parameters such as survival and reproduction rates are often modelled well in stochastic population simulation using beta distributions. In practice, it is frequently expected that these parameters will be correlated, for example with survival rates for all age classes tending to be high or low in the same year. We therefore discuss a method for producing correlated beta random variables by transforming correlated normal random variables, and show how it can be applied in practice by means of a simple example. We also note how the same approach can be used to produce correlated uniform triangular, and exponential random variables. (C) 2008 Elsevier B.V. All rights reserved.

Identificador

ECOLOGICAL MODELLING, v.215, n.4, p.293-300, 2008

0304-3800

http://producao.usp.br/handle/BDPI/18951

10.1016/j.ecolmodel.2008.03.020

http://dx.doi.org/10.1016/j.ecolmodel.2008.03.020

Idioma(s)

eng

Publicador

ELSEVIER SCIENCE BV

Relação

Ecological Modelling

Direitos

restrictedAccess

Copyright ELSEVIER SCIENCE BV

Palavras-Chave #correlated non-normal distributions #demographic parameters #population dynamics #population simulation #VIABILITY #Ecology
Tipo

article

original article

publishedVersion