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Targeted cross-validation (Q2108483)

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scientific article; zbMATH DE number 7634396

Language	Label	Description	Also known as
English	Targeted cross-validation	scientific article; zbMATH DE number 7634396

Statements

scholarly article

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Targeted cross-validation (English)

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publication date

19 December 2022

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full work available at URL

https://arxiv.org/abs/2109.06949

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https://projecteuclid.org/journals/bernoulli/volume-29/issue-1/Targeted-cross-validation/10.3150/22-BEJ1461.full

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zbMATH Keywords

consistency

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cross-validation

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model selection

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regression

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MaRDI profile type

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The Relationship between Variable Selection and Data Agumentation and a Method for Prediction

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A survey of cross-validation procedures for model selection

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Segmentation of the mean of heteroscedastic data via cross-validation

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Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation

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Estimator selection with respect to Hellinger-type risks

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Estimator selection in the Gaussian setting

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A comparative study of ordinary cross-validation, <i>v</i>-fold cross-validation and the repeated learning-testing methods

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Optimal cross-validation in density estimation with the \(L^{2}\)-loss

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Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation

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Nonconcave penalized likelihood with a diverging number of parameters.

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The restricted consistency property of leave-nv-out cross-validation for high-dimensional variable selection

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The Predictive Sample Reuse Method with Applications

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Hedonic housing prices and the demand for clean air

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Cross-Validation With Confidence

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Consistency for cross-validated nearest neighbor estimates in nonparametric regression

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Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set

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Cross-Validation of Regression Models

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Consistent cross-validatory model-selection for dependent data: hv-block cross-validation

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Linear Model Selection by Cross-Validation

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Spline smoothing and optimal rates of convergence in nonparametric regression models

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Optimal global rates of convergence for nonparametric regression

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On the consistency of cross-validation in kernel nonparametric regression

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Consistency of cross validation for comparing regression procedures

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LOCALIZED MODEL SELECTION FOR REGRESSION

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Nearly unbiased variable selection under minimax concave penalty

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Model selection via multifold cross validation

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Cross-validation for selecting a model selection procedure

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Identifiers

10.3150/22-BEJ1461

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:2108483

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