| 紀錄類型: |
書目-電子資源
: 單行本
|
| 作者: |
KingRuth, 1977- |
| 出版地: |
Boca Raton |
| 出版者: |
Chapman & Hall/CRC; |
| 出版年: |
c2010 |
| 面頁冊數: |
1 online resource (xiii, 442 p.)ill : |
| 集叢名: |
Interdisciplinary statistics series |
| 標題: |
Population biology - Mathematics - |
| 標題: |
Bayesian field theory - |
| 標題: |
Bayes Theorem - |
| 標題: |
Fertility - |
| 標題: |
Genetics, Population - |
| 標題: |
Reproduction - |
| 電子資源: |
http://www.crcnetbase.com/isbn/978-1-4398-1187-0 |
| 附註: |
Description based on print version record |
| 摘要註: |
"Emphasizing model choice and model averaging, this book presents up-to-date Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior knowledge. The book includes detailed descriptions of methods that deal with covariate data and covers techniques at the forefront of research, such as model discrimination and model averaging. Leaders in the statistical ecology field, the authors apply the theory to a wide range of actual case studies and illustrate the methods using WinBUGS and R. The computer programs and full details of the data sets are available on the book's website"--Provided by publisher |
| ISBN: |
9781439811887electronic bk. |
| ISBN: |
1439811881electronic bk. |
| ISBN: |
hbk. |
| ISBN: |
hbk. |
| 內容註: |
Introduction to Statistical Analysis of Ecological Data -- Data, Models and Likelihoods -- Classical Inference Based on Likelihood -- Bayesian Inference -- Markov Chain Monte Carlo -- Model Discrimination -- MCMC and RJMCMC Computer Programs -- Covariates, Missing Values and Random Effects -- Multi-State Models -- State-Space Modelling -- Closed Populations -- A. Common Distributions -- B. Programming in R -- C. Programming in WinBUGS |