Guidelines for developing and updating Bayesian belief networks applied to ecological modeling and conservation

作者: Bruce G Marcot , J Douglas Steventon , Glenn D Sutherland , Robert K McCann

DOI: 10.1139/X06-135

关键词:

摘要: … We provide practical guidelines for developing, testing, and revising BBNs. Primary steps in … -level BBN model from the influence diagram; revising the model after expert review; testing …

参考文章(48)
David Heckerman, Dan Geiger, David M. Chickering, Learning Bayesian networks: The combination of knowledge and statistical data Machine Learning. ,vol. 20, pp. 197- 243 ,(1995) , 10.1007/BF00994016
Jeremy Cain, Charles Batchelor, Dominic Waughray, Belief Networks: A Framework for the Participatory Development of Natural Resource Management Strategies Environment, Development and Sustainability. ,vol. 1, pp. 123- 133 ,(1999) , 10.1023/A:1010033215125
James Franklin, The elements of statistical learning : data mining, inference,and prediction The Mathematical Intelligencer. ,vol. 27, pp. 83- 85 ,(2005) , 10.1007/BF02985802
Frank Jensen, Finn V. Jensen, Søren L. Dittmer, From Influence Diagrams to Junction Trees Uncertainty Proceedings 1994. pp. 367- 373 ,(1994) , 10.1016/B978-1-55860-332-5.50051-1
Millett Granger Morgan, Max Henrion, Mitchell Small, Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis ,(1990)
Ross D. Shachter, C. Robert Kenley, Gaussian influence diagrams Management Science. ,vol. 35, pp. 527- 550 ,(1989) , 10.1287/MNSC.35.5.527
Carl S. Smith, Alison L. Howes, Bronwyn Price, Clive A. McAlpine, Using a Bayesian belief network to predict suitable habitat of an endangered mammal – The Julia Creek dunnart (Sminthopsis douglasi) Biological Conservation. ,vol. 139, pp. 333- 347 ,(2007) , 10.1016/J.BIOCON.2007.06.025
Peter Congdon, Bayesian Statistical Modelling ,(2001)