Local regression for vector responses

DOI10.1016/j.jspi.2004.01.024zbMath1094.62053OpenAlexW2100987451MaRDI QIDQ2498754

Thomas W. Yee, A. H. Welsh

Publication date: 16 August 2006

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2004.01.024

zbMATH Keywords

simulationskernel estimatorlocal regressionseemingly unrelated regressionsasymptotic bias and varianceblood pressure datavector generalized additive modelsvector smoothingweighted multivariate regression

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) General nonlinear regression (62J02)

Related Items (19)

Seemingly unrelated regression tree ⋮ Seemingly unrelated nonparametric models with positive correlation and constrained error variances ⋮ Efficient estimation of varying coefficient seemly unrelated regression model ⋮ Efficient estimation for error component seemingly unrelated nonparametric regression models ⋮ Two-stage estimation for seemingly unrelated nonparametric regression models ⋮ Varying coefficient model for modeling diffusion tensors along white matter tracts ⋮ Efficient estimation of seemingly unrelated additive nonparametric regression models ⋮ Vector splines and other vector smoothers ⋮ Smooth coefficient estimation of a seemingly unrelated regression ⋮ Statistical inference on seemingly unrelated single-index regression models ⋮ Nonparametric regression estimation with general parametric error covariance ⋮ Multivariate varying coefficient model for functional responses ⋮ Kernel density estimation for partial linear multivariate responses models ⋮ Statistical inference on seemingly unrelated non-parametric regression models with serially correlated errors ⋮ Nonparametric Regression for Spherical Data ⋮ Foreign direct investment and growth symbiosis: a semiparametric system of simultaneous equations analysis ⋮ Statistical inference for multivariate partially linear regression models ⋮ On the Joint Estimation of Heterogeneous Technologies, Technical, and Allocative Inefficiency ⋮ A Seemingly Unrelated Nonparametric Additive Model with Autoregressive Errors

Uses Software

• KernSmooth

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Linear smoothers and additive models
• Nonparametric curve estimation. Methods, theory, and applications
• Nonparametric seemingly unrelated regression
• Multivariate locally weighted least squares regression
• Local Likelihood Estimation
• Design-adaptive Nonparametric Regression
• Local Regression and Likelihood
• Quasi-likelihood Estimation in Semiparametric Models
• Empirical-Bias Bandwidths for Local Polynomial Nonparametric Regression and Density Estimation
• Marginal Longitudinal Nonparametric Regression
• Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error
• The anchor position of histograms and frequency polygons: quantitative and qualitative smoothing
• An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

This page was built for publication: Local regression for vector responses