Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density
type: Item
instance of: scholarly article
title: Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density
zbMATH Open document ID: 1471.62182
author: Han Lin Shang
published in: Computational Statistics and Data Analysis
publication date: 2018-11-02T00:00:00Z
full work available at URL: Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density.pdf
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 62R10
zbMATH DE Number: 6970882
zbMATH Keywords: functional Nadaraya-Watson estimator
zbMATH Keywords: kernel density estimation
zbMATH Keywords: Markov chain Monte Carlo
zbMATH Keywords: mixture error density
zbMATH Keywords: spectroscopy
Wikidata QID: Q58288595
describes a project that uses: fda (R)
describes a project that uses: BUGS
describes a project that uses: CODA
MaRDI profile type: Publication
OpenAlex ID: W2069288724
cites work: Testing symmetry of an unknown density function by kernel method
cites work: Non-parametric estimation of the residual distribution
cites work: Semi-functional partial linear regression
cites work: Locally modelled regression and functional data
cites work: Local smoothing regression with functional data
cites work: Q3372354
cites work: Autoregressive forecasting of some functional climatic variations
cites work: Distance-based local linear regression for functional predictors
cites work: k-Nearest Neighbour method in functional nonparametric regression
cites work: Consistency of error density and distribution function estimators in nonparametric regression.
cites work: Weak and strong uniform consistency of a kernel error density estimator in nonparametric regression
cites work: A goodness-of-fit test of the errors in nonlinear autoregressive time series models
cites work: Diagnostics for functional regression via residual processes
cites work: Functional semiparametric partially linear model with autoregressive errors
cites work: Testing symmetry in nonparametric regression models
cites work: Estimation of the density of regression errors
cites work: \(\sqrt{n}\)-uniformly consistent density estimation in nonparametric regression models
cites work: Generalized additive models for functional data
cites work: Q3221194
cites work: Kernel regression with functional response
cites work: On the Validity of the Bootstrap in Non-Parametric Functional Regression
cites work: Regression when both response and predictor are functions
cites work: The functional nonparametric model and applications to spectrometric data
cites work: Nonparametric functional data analysis. Theory and practice.
cites work: A Statistical View of Some Chemometrics Regression Tools
cites work: Using simulation methods for bayesian econometric models: inference, development,and communication
cites work: Q3557989
cites work: Q4864274
cites work: On Kullback-Leibler loss and density estimation
cites work: Penalized solutions to functional regression problems
cites work: Penalized discriminant analysis
cites work: Simulation Run Length Control in the Presence of an Initial Transient
cites work: Changes in atmospheric radiation from the statistical point of view
cites work: Forecasting functional time series
cites work: Robust forecasting of mortality and fertility rates: a functional data approach
cites work: Symmetric maximum kernel likelihood estimation
cites work: A simple root \(n\) bandwidth selector
cites work: Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models
cites work: The historical functional linear model
cites work: Exact mean integrated squared error
cites work: BUGS for a Bayesian analysis of stochastic volatility models
cites work: A note on residual-based empirical likelihood kernel density estimation
cites work: Locally adaptive hazard smoothing
cites work: Functional Additive Models
cites work: Q5434049
cites work: Analysis of time of occurrence of earthquakes: A functional data approach
cites work: Nonparametric regression for functional data: automatic smoothing parameter selection
cites work: Functional data analysis.
cites work: A Stochastic Approximation Method
cites work: Q4828566
cites work: Q4865936
cites work: Practical Bayesian Density Estimation Using Mixtures of Normals
cites work: Nonparametric estimation of the density of regression errors
cites work: Density estimation and comparison with a penalized mixture approach
cites work: Nonparametric time series forecasting with dynamic updating

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: Estimation of hyperbolic diffusion using the Markov chain Monte Carlo method

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: Q4459297

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: Functional quadratic regression

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: Functional Data Analysis for Sparse Longitudinal Data

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: Functional linear regression analysis for longitudinal data

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (cites work)
cites work: A Bayesian approach to bandwidth selection for multivariate kernel regression with an application to state-price density estimation

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (DOI)
DOI: 10.1016/J.CSDA.2013.05.006

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (DBLP publication ID)
DBLP publication ID: journals/csda/Shang13

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density
Similarity Score: 0.9819128
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density
Similarity Score: 0.9586681
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density
Similarity Score: 0.9356078
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Bayesian bandwidth estimation for local linear fitting in nonparametric regression models
Similarity Score: 0.925064
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Q5216407
Similarity Score: 0.9174487
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data
Similarity Score: 0.90752023
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Bayesian nonparametric functional data analysis through density estimation
Similarity Score: 0.8998097
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: A note on Bayesian nonparametric regression function estimation
Similarity Score: 0.89980567
Recommender Run: Recommender Run 3

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density (Recommended article)
Recommended article: Q4840388
Similarity Score: 0.8948548
Recommender Run: Recommender Run 3