A SIEVE STOCHASTIC GRADIENT DESCENT ESTIMATOR FOR ONLINE NONPARAMETRIC REGRESSION IN SOBOLEV ELLIPSOIDS. [PDF]
Zhang T, Simon N.
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Regression in tensor product spaces by the method of sieves. [PDF]
Zhang T, Simon N.
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Some asymptotic properties of kernel regression estimators of the mode for stationary and ergodic continuous time processes. [PDF]
Bouzebda S, Didi S.
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Inference in Functional Linear Quantile Regression. [PDF]
Li M, Wang K, Maity A, Staicu AM.
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Robust and efficient estimation of nonparametric generalized linear models. [PDF]
Kalogridis I, Claeskens G, Van Aelst S.
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FUNCTIONAL SUFFICIENT DIMENSION REDUCTION THROUGH AVERAGE FRÉCHET DERIVATIVES. [PDF]
Lee KY, Li L.
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Variable selection for partially linear models via Bayesian subset modeling with diffusing prior. [PDF]
Wang J, Cai X, Li R.
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Adaptive exact recovery in sparse nonparametric models. [PDF]
Stepanova N, Turcicova M.
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Integrative analysis of high-dimensional quantile regression with contrasted penalization. [PDF]
Ren P, Liu X, Zhang X, Zhan P, Qiu T.
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Spatiotemporal Heterogeneity Learning: Generalized SpatioTemporal Semi-Varying Coefficient Models With Structure Identification. [PDF]
Gu Z, Li X, Wang G, Wang L.
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