Stacked grenander and rearrangement estimators of a discrete distribution

DOI10.1214/22-EJS2045MaRDI QIDQ2168084

Vladimir Pastukhov

Publication date: 31 August 2022

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.00560

zbMATH Keywords

smoothingcross-validationrearrangementGrenander estimatorisotonic regressiondiscrete distributionconstrained inferencemodel stacking

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20)

Uses Software

• logcondiscr

Cites Work

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• On asymptotics of the discrete convex LSE of a p.m.f.
• Linear and convex aggregation of density estimators
• Active set algorithms for isotonic regression; a unifying framework
• Monotone regression estimates for grouped observations
• Least-squares estimation of a convex discrete distribution
• On discrete Epanechnikov kernel functions
• Bounded isotonic regression
• Stacked regressions
• Isotonic regression via partitioning
• Estimating piecewise monotone signals
• Completely monotone distributions: mixing, approximation and estimation of number of species
• Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons
• Least squares estimation of a completely monotone pmf: from analysis to statistics
• Constrained Statistical Inference
• Some Problems of Simultaneous Minimax Estimation
• Cross-validation and multinomial prediction
• Estimating Strictly Increasing Regression Functions
• Combining Estiamates in Regression and Classification
• Estimating a discrete log-concave distribution in higher dimensions
• Asymptotic behavior of the grenander estimator at density flat regions
• Kernel smoothed probability mass functions for ordered datatypes
• Cross-validation and the estimation of probability distributions with categorical data
• Simultaneous Estimation of Multinomial Cell Probabilities
• Maximum likelihood estimation of a unimodal probability mass function
• Asymptotics of the Discrete Log-Concave Maximum Likelihood Estimator and Related Applications

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