A Bayesian model for presence-only semicontinuous data, with application to~prediction of abundance of \textit{Taxus Baccata} in two Italian regions

DOI10.1007/S13253-011-0054-XzbMath1306.62267OpenAlexW2461114028WikidataQ59397040 ScholiaQ59397040MaRDI QIDQ2261012

Alessio Farcomeni, N. Golini, B. Di Lorenzo

Publication date: 6 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-011-0054-x

zbMATH Keywords

Bayesian methodstwo-part modelpotential distributionecological nicheexcess zerossemicontinuous datapresence-only data

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15) Ecology (92D40)

Related Items (2)

Predicting the Geographic Distribution of a Species from Presence‐Only Data Subject to Detection Errors ⋮ A MANOVA test for multivariate lognormal observations with a spike at zero, with application to ecological niches of South Africa

Uses Software

• R
• elicit-normlin

Cites Work

• Statistical decision theory and Bayesian analysis. 2nd ed
• Bayesian model averaging: A tutorial. (with comments and a rejoinder).
• Markov and Semi-Markov Switching Linear Mixed Models Used to Identify Forest Tree Growth Components
• Presence‐Only Data and the EM Algorithm
• Adaptive Rejection Metropolis Sampling within Gibbs Sampling
• Comparison of Several Independent Population Means When Their Samples Contain Log‐Normal and Possibly Zero Observations
• Analysis of data with excess zeros
• Statistical Methods for Eliciting Probability Distributions
• Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions.
• The elements of statistical learning. Data mining, inference, and prediction
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