PREDICTIVE POSTERIOR DISTRIBUTIONS FROM A BAYESIAN VERSION OF A SLASHPINE YIELD MODEL

Citation
Ej. Green et We. Strawderman, PREDICTIVE POSTERIOR DISTRIBUTIONS FROM A BAYESIAN VERSION OF A SLASHPINE YIELD MODEL, Forest science, 42(4), 1996, pp. 456-464
Citations number
24
Categorie Soggetti
Forestry
Journal title
ISSN journal
0015749X
Volume
42
Issue
4
Year of publication
1996
Pages
456 - 464
Database
ISI
SICI code
0015-749X(1996)42:4<456:PPDFAB>2.0.ZU;2-Z
Abstract
We formulate a traditional slash pine diameter distribution yield mode l in a Bayesian framework. We attempt to introduce as few new assumpti ons as possible. We generate predictive posterior samples for a number of stand Variables using the Gibbs sampler. The means of the samples agree well with the predictions from the published model. In addition, our model delivers distributions of outcomes, from which it is easy t o establish measures of uncertainty, e.g., Bayesian credible regions.