Feasible Nonparametric Estimation of Multiargument Monotone Functions

DOI10.2307/2291202zbMath0795.62040OpenAlexW4241746172MaRDI QIDQ4292139

Hari Mukarjee, Steven E. Stern

Publication date: 10 July 1994

Full work available at URL: https://doi.org/10.2307/2291202

zbMATH Keywords

kernel estimatorisotonic estimatortwo-stage estimation procedureuniform convergence propertiesisotonizationMonte- Carlo studiesmultiargument

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (11)

Comparison of Methods for Monotone Nonparametric Multiple Regression ⋮ Semiparametric estimates of the supply and demand effects of disability on labor force participation ⋮ MARRIAGE, DIVORCE, AND ASYMMETRIC INFORMATION ⋮ Correcting an estimator of a multivariate monotone function with isotonic regression ⋮ Stochastically ordered multiple regression ⋮ On Stein's lemma, dependent covariates and functional monotonicity in multi-dimensional modeling ⋮ Monotone Nonparametric Regression and Confidence Intervals ⋮ A linear fit gets the correct monotonicity directions ⋮ Small area semiparametric additive monotone models ⋮ Robust nonparametric estimators of monotone boundaries ⋮ Isotonic regression for multiple independent variables

Uses Software

• AS 206

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