Results 51 to 60 of about 149 (141)
, 2013 International audienceAMS 2000 subject classifications: 62G08 62G20 62M20 68Q32 62H12 Keywords: Conditional quantile regression Functional covariate Iterative reweighted least squares Reproducing kernel Hilbert space Support vector machine a b s t r a c ...
Henchiri, Yousri +2 more
core +1 more source
, 2014 International audienceWe consider Grenander type estimators for monotone functions f in a very general setting, which includes estimation of monotone regression curves, monotone densities, and monotone failure rates.
Lopuhaä, Hendrik, P., Durot, Cécile
core +2 more sources
Convexification for data fitting
Convexification, Global optimization, Local minima, Data fitting, Neural network, Nonlinear regression, Minimax, Robustifying error crition, Degree of robustness, 90C30, 90C31, 62M45, 62G08,
James Lo
core +1 more source
Application of MARS for the Construction of Nonparametric Models [PDF]
, 2010 2000 Mathematics Subject Classification: 62G08, 62P30.This paper presents the main features of the relatively new statistical technique called Multivariate Adaptive Regression Splines (MARS) and the corresponding software product.
Gocheva-Ilieva, Snezhana
core
Projection Estimates of Constrained Functional Parameters [PDF]
AMS classifications: 62G05; 62G07; 62G08; 62G20; 62G32;estimation;convex function;extreme value copula;Pickands dependence function;projection;shape constraint;support function;tangent ...
Segers, J. +2 more
core
A Data-Dependent Weighted LASSO Under Poisson Noise
, 2019 International audienceSparse linear inverse problems appear in a variety of settings, but often the noise contaminating observations cannot accurately be described as bounded by or arising from a Gaussian distribution.
Rivoirard, Vincent +4 more
core +1 more source
Unit upper truncated Weibull distribution with extension to 0 and 1 inflated model - Theory and applications. [PDF]
Heliyon, 2023 Okorie IE, Afuecheta E, Bakouch HS.
europepmc +1 more source
Statistical inferences for single-index models with measurement errors. [PDF]
J Appl Stat, 2021 Huang Z, Lou W.
europepmc +1 more source
Accelerating the Pool-Adjacent-Violators Algorithm for Isotonic Distributional Regression. [PDF]
Methodol Comput Appl Probab, 2022 Henzi A, Mösching A, Dümbgen L.
europepmc +1 more source
A SIEVE STOCHASTIC GRADIENT DESCENT ESTIMATOR FOR ONLINE NONPARAMETRIC REGRESSION IN SOBOLEV ELLIPSOIDS. [PDF]
Ann Stat, 2022 Zhang T, Simon N.
europepmc +1 more source