Constrained inference in linear regression

DOI10.1016/j.jmva.2016.07.008zbMath1347.62082OpenAlexW2485865699MaRDI QIDQ311814

Thelge Buddika Peiris, Bhaskar Bhattacharya

Publication date: 13 September 2016

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2016.07.008

zbMATH Keywords

likelihood ratio testconfidence intervalchi-bar square distributionleast favorable distributionnonnegative least square

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric inference under constraints (62F30)

Uses Software

• ElemStatLearn

Cites Work

• Parametric deconvolution of positive spike trains.
• Least angle regression. (With discussion)
• Sign-constrained least squares estimation for high-dimensional regression
• Better Subset Regression Using the Nonnegative Garrote
• Constrained Statistical Inference
• An interior point Newton-like method for non-negative least-squares problems with degenerate solution
• Order-Restricted Inferences in Linear Regression
• Covariance-Preconditioned Iterative Methods for Nonnegatively Constrained Astronomical Imaging
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