Variance function estimation in multivariate nonparametric regression with fixed design
Variance function estimation in multivariate nonparametric regression is considered and the minimax rate of convergence is established in the iid Gaussian case. Our work uses the approach that generalizes the one used in [A. Munk, Bissantz, T. Wagner, G.
Wang, Lie, Levine, Michael, Cai, T. Tony
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Quantile regression based method for characterizing risk-specific behavioral patterns in relation to longitudinal left-censored biomarker data collected from heterogeneous populations. [PDF]
J Appl StatLee M +4 more
europepmc +1 more source
Nonparametric Regression Method for Broad Sense Agreement. [PDF]
J Nonparametr Stat, 2017 Rahman AF, Peng L, Manatunga A, Guo Y.
europepmc +1 more source
On a Robust MaxEnt Process Regression Model with Sample-Selection. [PDF]
Entropy (Basel), 2018 Kim HJ, Bae M, Jin D.
europepmc +1 more source
Time-varying copula models for longitudinal data. [PDF]
Stat Interface, 2018 Kürüm E, Hughes J, Li R, Shiffman S.
europepmc +1 more source
Nonlinear sufficient dimension reduction for distribution-on-distribution regression. [PDF]
J Multivar AnalZhang Q, Li B, Xue L.
europepmc +1 more source
Deconvolution estimation of mixture distributions with boundaries. [PDF]
Electron J Stat, 2013 Lee M +5 more
europepmc +1 more source
A ROBUST AND EFFICIENT APPROACH TO CAUSAL INFERENCE BASED ON SPARSE SUFFICIENT DIMENSION REDUCTION. [PDF]
Ann Stat, 2019 Ma S +4 more
europepmc +1 more source
Inverse-Probability-Weighted Kernel Estimation of Regression Derivatives Under Missing-at-Random Responses for Stationary Ergodic Processes. [PDF]
Entropy (Basel)Bouzebda S, Didi S.
europepmc +1 more source
ESTIMATION AND TESTING FOR PARTIALLY LINEAR SINGLE-INDEX MODELS. [PDF]
Ann Stat, 2010 Liang H, Liu X, Li R, Tsai CL.
europepmc +1 more source