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关键词:
Bayesian Methods for Ecology
书目信息
ISBN:
9780521615594(13位)
中图分类号:
Q1
杜威分类号:
中文译名:
生态研究中的贝叶斯方法
作者:
Michael A. McCarthy
编者:
语种:
English
出版信息
出版社:
Cambridge University Press
出版地:
出版年:
2007
版本:
版本类型:
原版
丛书题名:
卷期:
文献信息
关键词:
ecology, biometry, statistics
前言:
摘要:
内容简介:
The interest in using Bayesian methods in ecology is increasing, however many ecologists have difficulty with conducting the required analyses. McCarthy bridges that gap, using a clear and accessible style. The text also incorporates case studies to demonstrate mark-recapture analysis, development of population models and the use of subjective judgement. The advantages of Bayesian methods, are also described here, for example, the incorporation of any relevant prior information and the ability to assess the evidence in favour of competing hypotheses. Free software is available as well as an accompanying web-site containing the data files and WinBUGS codes. Bayesian Methods for Ecology will appeal to academic researchers, upper undergraduate and graduate students of Ecology.
目次:
1. Introduction; 2. Critiques of statistical methods; 3. Analysing averages and frequencies; 4. How good are the models?; 5. Regression and correlation; 6. Analysis of variance; Case studies; 7. Mark-recapture analysis; 8. Effects of marking frogs; 9. Population dynamics; 10. Subjective priors; 11. Conclusion; Appendix A. A tutorial for running WinBUGS; Appendix B. Probability distributions; Appendix C. MCMC algorithms.
附录:
全文链接:
读者对象:
graduate students, academic researchers, professionals
实体信息
页码:
250
装帧:
Paperback
尺寸:
其它形态细节:
其它信息
原价:
USD
48.0000
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
0521615593
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