Cross-validation based assessment of a new Bayesian palaeoclimate model

Author:

Mukhopadhyay S.1,Bhattacharya S.2

Affiliation:

1. Southampton Statistical Sciences Research Institute; University of Southampton; Southampton U.K.

2. Bayesian and Interdisciplinary Research Unit; Indian Statistical Institute; 203. B. T. Road Kolkata-700108 India

Publisher

Wiley

Subject

Ecological Modelling,Statistics and Probability

Reference48 articles.

1. Discussion of “Approximate Bayesian Inference for Latent Gaussian Models by Using Integrated Nested Laplace Approximations”;Banerjee;Journal of the Royal Statistical Society: Series B,2008

2. Paleolimnological approaches to climate change with special regard to the biological record;Battarbee;Quaternary Science Reviews,2000

3. P-values for composite null models;Bayarri;Journal of the American Statistical Association,1999

4. Bhattacharya S 2004 Importance resampling MCMC: a methodology for cross-validation in inverse problems and its applications in model assessment Doctoral Thesis

5. A Bayesian semiparametric model for organism based environmental reconstruction;Bhattacharya;Environmetrics,2006

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