Adaptive warped kernel estimation for nonparametric regression with circular responses

DOI10.1214/23-ejs2186arXiv2204.02726OpenAlexW4280628650MaRDI QIDQ6144451

Tien Dat Nguyen, Thanh Mai Pham Ngoc, Vincent Rivoirard

Publication date: 5 January 2024

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2204.02726

zbMATH Keywords

nonparametric regressioncircular datakernel ruleadaptive minimax estimationGoldenshluger-Lepski procedurewarping method

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric regression and quantile regression (62G08)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Bandwidth selection in kernel density estimation: oracle inequalities and adaptive minimax optimality
• The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality
• Optimal pointwise adaptive methods in nonparametric estimation
• Regression in random design and warped wavelets
• Anisotropic adaptive kernel deconvolution
• Regression in random design and Bayesian warped wavelets estimators
• Multivariate adaptive warped kernel estimation
• Adaptive optimal kernel density estimation for directional data
• Recent advances in directional statistics
• Nonparametric multiple regression estimation for circular response
• Analyzing animal escape data with circular nonparametric multimodal regression
• Topics in Circular Statistics
• Estimation of a Cumulative Distribution Function Under Interval Censoring “case 1” Via Warped Wavelets
• Some Angular-Linear Distributions and Related Regression Models
• Projected Multivariate Linear Models for Directional Data
• Non‐parametric Regression for Circular Responses
• Nonparametric Regression for Spherical Data
• Adaptive Warped Kernel Estimators
• PenalizationversusGoldenshluger − Lepski strategies in warped bases regression
• Necessary and sufficient condition for the existence of a Fréchet mean on the circle
• Introduction to nonparametric estimation

This page was built for publication: Adaptive warped kernel estimation for nonparametric regression with circular responses