Consistency of local linear regression estimator for mixtures with varying concentrations

DOI10.15559/24-vmsta250MaRDI QIDQ6583545

Daniel Horbunov, R. E. Majboroda

Publication date: 6 August 2024

Published in: Modern Stochastics. Theory and Applications (Search for Journal in Brave)

zbMATH Keywords

consistencyboundary effectnonparametric regressionmixture with varying concentrations

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Exact distribution theory in statistics (62E15)

Cites Work

• Linear regression by observations from mixture with varying concentrations
• Jackknife for nonlinear estimating equations
• Local linear regression smoothers and their minimax efficiencies
• Statistics of mixtures with varying concentrations with application to DNA microarray data analysis
• Statistical analysis of finite mixture distributions
• Finite mixture models
• A generalized Nadaraya–Watson estimator for observations obtained from a mixture
• Cross-validation for local-linear regression by observations from mixture

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