Bayesian nonparametric classification for spectroscopy data (Q1623622)

scientific article; zbMATH DE number 6984037

Language	Label	Description	Also known as
English	Bayesian nonparametric classification for spectroscopy data	scientific article; zbMATH DE number 6984037

Statements

instance of

scholarly article

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title

Bayesian nonparametric classification for spectroscopy data (English)

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Computational Statistics and Data Analysis

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publication date

23 November 2018

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zbMATH Keywords

discriminant analysis

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food authentication

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Gaussian process

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geometric weights prior

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describes a project that uses

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full work available at URL

https://doi.org/10.1016/j.csda.2014.04.010

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cites work

Efficient Gaussian process regression for large datasets

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A Bayesian approach to model inadequacy for polynomial regression

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Discrimination with Many Variables

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Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy

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Classification of breast cancer versus normal samples from mass spectrometry profiles using linear discriminant analysis of important features selected by random forest

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Semiparametric Bayesian Classification with longitudinal Markers

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Principal component discriminant analysis

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A Bayesian analysis of some nonparametric problems

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A New Bayesian Nonparametric Mixture Model

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Multivariate Bayesian discrimination for varietal authentication of Chilean red wine

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Aspects of smoothing and model inadequacy in generalized regression

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Developing a discrimination rule between breast cancer patients and controls using proteomics mass spectrometric data: a three-step approach

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Robust smoothing: smoothing parameter selection and applications to fluorescence spectroscopy

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On a class of Bayesian nonparametric estimates: I. Density estimates

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Q3870155

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Q3143230

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Geometric stick-breaking processes for continuous-time Bayesian nonparametric modeling

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Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications

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Variable Selection for Model-Based Clustering

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Bayesian wavelet-based curve classification via discriminant analysis with Markov random tree priors

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Bayesian Mixture Labeling by Highest Posterior Density

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Identifiers

zbMATH Open document ID

1506.62073

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Mathematics Subject Classification ID

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10.1016/J.CSDA.2014.04.010

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Sitelinks

Mathematics(1 entry)

mardi Publication:1623622