Score estimation in the monotone single‐index model
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Publication:5381073
DOI10.1111/sjos.12361zbMath1418.62103arXiv1712.05593OpenAlexW3103351392WikidataQ128842413 ScholiaQ128842413MaRDI QIDQ5381073
K. Hendrickx, Piet Groeneboom, Fadoua Balabdaoui
Publication date: 7 June 2019
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1712.05593
semiparametric modelsmonotone link functionssingle-index regression modelnonparametric least-squares estimates
Asymptotic properties of parametric estimators (62F12) Nonparametric estimation (62G05) General nonlinear regression (62J02)
Related Items (13)
Convergence guarantee for the sparse monotone single index model ⋮ On the population least‐squares criterion in the monotone single index model ⋮ A semiparametric isotonic regression model for skewed distributions with application to DNA–RNA–protein analysis ⋮ Pool adjacent violators algorithm–assisted learning with application on estimating optimal individualized treatment regimes ⋮ Semiparametric Efficiency in Convexity Constrained Single-Index Model ⋮ Distributional (Single) Index Models ⋮ Empirical likelihood inference for monotone index model ⋮ Estimating covariance and precision matrices along subspaces ⋮ Shape constraints in economics and operations research ⋮ Score estimation of monotone partially linear index model ⋮ Unnamed Item ⋮ Unnamed Item ⋮ Profile Least Squares Estimators in the Monotone Single Index Model
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