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Theory and Methods

Bayes Factors for Outlier Models Using the Device of Imaginary Observations

Pages 541-545 | Received 01 Nov 1990, Published online: 27 Feb 2012

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Read on this site (2)

N. Sothinathan & L.I. Pettit. (2005) Bayes Methods for Outliers in Binomial Samples. Communications in Statistics - Theory and Methods 34:2, pages 351-366.
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L.I. Pettit. (1994) Bayesian approaches to the detection of outliers in poisson samples. Communications in Statistics - Theory and Methods 23:6, pages 1785-1795.
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Articles from other publishers (9)

J. T. Ormerod, M. Stewart, W. Yu & S. E. Romanes. (2024) Bayesian hypothesis tests with diffuse priors: Can we have our cake and eat it too?. Australian & New Zealand Journal of Statistics.
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Patrick J FarrellSusan Groshen, Brenda MacGibbon & Thomas J Tomberlin. (2010) Outlier detection for a hierarchical Bayes model in a study of hospital variation in surgical procedures. Statistical Methods in Medical Research 19:6, pages 601-619.
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M.J Bayarri & J Morales. (2003) Bayesian measures of surprise for outlier detection. Journal of Statistical Planning and Inference 111:1-2, pages 3-22.
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R.B. Arellano-Valle, M. Galea-Rojas & P.Iglesias Zuazola. (2000) Bayesian sensitivity analysis in elliptical linear regression models. Journal of Statistical Planning and Inference 86:1, pages 175-199.
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Paul Gustafson. (2016) Robustness considerations in Bayesian analysis. Statistical Methods in Medical Research 5:4, pages 357-373.
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Robert Weiss. (1996) An Approach to Bayesian Sensitivity Analysis. Journal of the Royal Statistical Society Series B: Statistical Methodology 58:4, pages 739-750.
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. (1995) Discussion of the Paper by O'Hagan. Journal of the Royal Statistical Society Series B: Statistical Methodology 57:1, pages 118-138.
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S.M. LaValle & S.A. Hutchinson. (1995) A Bayesian segmentation methodology for parametric image models. IEEE Transactions on Pattern Analysis and Machine Intelligence 17:2, pages 211-217.
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James O. Berger, Elías Moreno, Luis Raul Pericchi, M. Jesús Bayarri, José M. Bernardo, Juan A. Cano, Julián De la Horra, Jacinto Martín, David Ríos-Insúa, Bruno Betrò, A. Dasgupta, Paul Gustafson, Larry Wasserman, Joseph B. Kadane, Cid Srinivasan, Michael Lavine, Anthony O’Hagan, Wolfgang Polasek, Christian P. Robert, Constantinos Goutis, Fabrizio Ruggeri, Gabriella Salinetti & Siva Sivaganesan. (1994) An overview of robust Bayesian analysis. Test 3:1, pages 5-124.
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