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FUNCTIONAL ADDITIVE QUANTILE REGRESSION - MaRDI portal

FUNCTIONAL ADDITIVE QUANTILE REGRESSION (Q5155190)

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scientific article; zbMATH DE number 7407089

Language	Label	Description	Also known as
English	FUNCTIONAL ADDITIVE QUANTILE REGRESSION	scientific article; zbMATH DE number 7407089

Statements

scholarly article

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FUNCTIONAL ADDITIVE QUANTILE REGRESSION (English)

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Ying-ying Zhang

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publication date

6 October 2021

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zbMATH Keywords

additive quantile regression

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functional data

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principal component analysis

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splines

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MaRDI profile type

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full work available at URL

https://doi.org/10.5705/ss.202018.0499

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Noncrossing quantile regression curve estimation

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Quantile regression when the covariates are functions

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Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data

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Quantile and Probability Curves Without Crossing

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Support vector machine quantile regression approach for functional data: simulation and application studies

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Modelling functional additive quantile regression using support vector machines approach

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Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models

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Properties of principal component methods for functional and longitudinal data analysis

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Nonparametric Estimation of an Additive Quantile Regression Model

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Variable selection in nonparametric additive models

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Estimation in functional linear quantile regression

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Additive models for quantile regression: model selection and confidence bands

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Model Selection via Bayesian Information Criterion for Quantile Regression Models

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Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data

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Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space

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Quantile regression for functional partially linear model in ultra-high dimensions

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Functional Additive Models

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Nonparametric estimation and inference on conditional quantile processes

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Partially linear additive quantile regression in ultra-high dimension

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Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension

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Partially Linear Functional Additive Models for Multivariate Functional Data

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Functional Data Analysis for Sparse Longitudinal Data

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Regularized partially functional quantile regression

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Structured Functional Additive Regression in Reproducing Kernel Hilbert Spaces

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One-step sparse estimates in nonconcave penalized likelihood models

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.5705/SS.202018.0499

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Sitelinks

Mathematics(1 entry)

mardi Publication:5155190

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