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Choosing the link function and accounting for link uncertainty in generalized linear models using Bayes factors

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  • Claudia Czado
  • Adrian Raftery

Abstract

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Suggested Citation

  • Claudia Czado & Adrian Raftery, 2006. "Choosing the link function and accounting for link uncertainty in generalized linear models using Bayes factors," Statistical Papers, Springer, vol. 47(3), pages 419-442, June.
    • Handle: RePEc:spr:stpapr:v:47:y:2006:i:3:p:419-442
    DOI: 10.1007/s00362-006-0296-9
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    Citations

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    Cited by:

    1. Bhat, Chandra R. & Astroza, Sebastian & Hamdi, Amin S., 2017. "A spatial generalized ordered-response model with skew normal kernel error terms with an application to bicycling frequency," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 126-148.
    2. Roy, Vivekananda, 2014. "Efficient estimation of the link function parameter in a robust Bayesian binary regression model," Computational Statistics & Data Analysis, Elsevier, vol. 73(C), pages 87-102.
    3. Adam Slez, 2019. "The Difference Between Instability and Uncertainty: Comment on Young and Holsteen (2017)," Sociological Methods & Research, , vol. 48(2), pages 400-430, May.
    4. Ernest Fokoue & Bertrand Clarke, 2011. "Bias-variance trade-off for prequential model list selection," Statistical Papers, Springer, vol. 52(4), pages 813-833, November.
    5. Yiyun Shou & Michael Smithson, 2015. "Evaluating Predictors of Dispersion: A Comparison of Dominance Analysis and Bayesian Model Averaging," Psychometrika, Springer;The Psychometric Society, vol. 80(1), pages 236-256, March.
    6. Peter Congdon, 2022. "A Model for Highly Fluctuating Spatio-Temporal Infection Data, with Applications to the COVID Epidemic," IJERPH, MDPI, vol. 19(11), pages 1-17, May.
    7. Diego Ramos Canterle & Fábio Mariano Bayer, 2019. "Variable dispersion beta regressions with parametric link functions," Statistical Papers, Springer, vol. 60(5), pages 1541-1567, October.
    8. N. Balakrishnan & C. Koukouvinos & C. Parpoula, 2015. "Analyzing supersaturated designs for discrete responses via generalized linear models," Statistical Papers, Springer, vol. 56(1), pages 121-145, February.

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