A new class of flexible link functions with application to species co-occurrence in Cape Floristic region

DOI10.1214/13-AOAS663zbMath1283.62228arXiv1401.1915OpenAlexW3104713164WikidataQ56937486 ScholiaQ56937486MaRDI QIDQ2441856

Adam M. Wilson, Kent E. Holsinger, Xun Jiang, Rachel Prunier, Dey, Dipak K.

Publication date: 28 March 2014

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1401.1915

zbMATH Keywords

model selectiongeneralized linear modelsMCMCBayesian methodscommunity ecologysymmetric power link functions

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

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Uses Software

• WinBUGS
• GRASS GIS
• ape
• JAGS
• spBayes

Cites Work

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• Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption
• Families of distributions arising from distributions of order statistics
• Analyzing skewed data by power normal model
• The effect of link misspecification on binary regression inference
• Parametric link modification of both tails in binary regression
• Logistic positive exponent family of models: virtue of asymmetric item characteristic curves
• A new class of flexible link functions with application to species co-occurrence in Cape Floristic region
• From Plant Traits to Plant Communities: A Statistical Mechanistic Approach to Biodiversity
• Flexible generalized t-link models for binary response data
• On two families of transformations to additivity for binary response data
• A remark on the shape of the logistic distribution
• Adaptive Rejection Metropolis Sampling within Gibbs Sampling
• Propriety of posterior distribution for dichotomous quantal response models
• A New Skewed Link Model for Dichotomous Quantal Response Data
• Bayesian Measures of Model Complexity and Fit
• Bayesian Analysis of Binary and Polychotomous Response Data
• Inference in Semiparametric Dynamic Models for Binary Longitudinal Data
• Bayesian survival analysis