Title of article
On the use of correlated beta random variables with animal population modelling
Author/Authors
Dias، نويسنده , , Carlos Tadeu dos Santos and Samaranayaka، نويسنده , , Ari and Manly، نويسنده , , Bryan، نويسنده ,
Pages
8
From page
293
To page
300
Abstract
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.
Keywords
Demographic parameters , Correlated non-normal distributions , Population dynamics , Population simulation
Journal title
Astroparticle Physics
Record number
2041442
Link To Document