James–Stein for the leading eigenvector
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2207046120
Abstract: Significance Eigenvectors are used throughout the physical and social sciences to reduce the dimension of complex problems to manageable levels and to distinguish signal from noise. Our research identifies and mitigates bias in the leading… read more here.
Keywords: finance; james stein; leading eigenvector; stein leading ... See more keywords
James Stein Estimator for the Beta Regression Model with Application to Heat-Treating Test and Body Fat Datasets
Sign Up to like & getrecommendations! Published in 2023 at "Axioms"
DOI: 10.3390/axioms12060526
Abstract: The beta regression model (BRM) is used when the dependent variable may take continuous values and be bounded in the interval (0, 1), such as rates, proportions, percentages and fractions. Generally, the parameters of the… read more here.
Keywords: beta regression; stein estimator; regression model; james stein ... See more keywords