Unbiased estimates for a lognormal regression problem and a nonparametric alternative

DOI10.1007/s00184-010-0323-7zbMath1238.62067OpenAlexW2069189157MaRDI QIDQ421050

Saralees Nadarajah, Christopher S. Withers

Publication date: 23 May 2012

Published in: Metrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00184-010-0323-7

zbMATH Keywords

nonlinear regression\(M\)-estimate

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) General nonlinear regression (62J02) Statistical tables (62Q05)

Uses Software

• LOWESS

Cites Work

• Log-normal regression modeling through recursive partitioning
• Expansions for the distribution and quantiles of a regular functional of the empirical distribution with applications to nonparametric confidence intervals
• Generalized log-gamma regression models with cure fraction
• Posterior analysis of lognormal regression models using the Gibbs sampler
• Improved estimation in lognormal regression models
• Nonparametric confidence intervals for functions of several distributions
• The bias and skewness of \(M\)-estimators in regression
• Bias reduction by taylor series^∗
• A method of selecting the levels of regressor variables in lognormal regression model
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Variance of the MVUE for Lognormal Variance
• Sequential One-Sample Grouped Signed Rank Tests for Symmetry: Basic Procedures
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