Bayesian nonlinear regression for large p small n problems
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DOI: 10.1016/j.jmva.2012.01.015
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References listed on IDEAS
- Brown P.J. & Fearn T & Vannucci M, 2001. "Bayesian Wavelet Regression on Curves With Application to a Spectroscopic Calibration Problem," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 398-408, June.
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- Le, Tri & Clarke, Bertrand, 2016. "Using the Bayesian Shtarkov solution for predictions," Computational Statistics & Data Analysis, Elsevier, vol. 104(C), pages 183-196.
- Chakraborty, Sounak, 2012. "Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy," Computational Statistics & Data Analysis, Elsevier, vol. 56(9), pages 2742-2755.
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Keywords
Bayesian hierarchical model; Empirical Bayes; Gibbs sampling; Markov chain Monte Carlo; Metropolis–Hastings algorithm; Near infrared spectroscopy; Relevance vector machine; Reproducing kernel Hilbert space; Support vector machine; Vapnik’s ϵ-insensitive loss;All these keywords.
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