Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy
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Publication:1927050
DOI10.1016/j.csda.2012.02.019zbMath1255.62059OpenAlexW1982300555MaRDI QIDQ1927050
Publication date: 30 December 2012
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2012.02.019
nonlinear regressionMetropolis-Hastings algorithmreproducing kernel Hilbert spaceLaplace distributionBayesian predictionVapnik's \(\varepsilon \)-insensitive loss
Bayesian inference (62F15) General nonlinear regression (62J02) Numerical analysis or methods applied to Markov chains (65C40) Applications of statistics to physics (62P35) Applications of functional analysis in probability theory and statistics (46N30)
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Cites Work
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