Robust Non Linear Regression Using The Dogleg Algorithm

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Robust Non Linear Regression Using The Dogleg Algorithm

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Author : Roy E. Welsch
language : en
Publisher:
Release Date : 1975

Robust Non Linear Regression Using The Dogleg Algorithm written by Roy E. Welsch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with categories.

What are the statistical and computational problems associated with robust nonlinear regression? This paper presents a number of possible approaches to these problems and develops a particular algorithm based on the work of Powell and Dennis.

Nonparametric Distribution Free And Robust Procedures In Regression Analysis

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Author : Wayne W. Daniel
language : en
Publisher:
Release Date : 1980

Nonparametric Distribution Free And Robust Procedures In Regression Analysis written by Wayne W. Daniel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Nonparametric statistics categories.

Numerical Algorithms For Nonlinearly Constrained Optimization

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Author : Michael Thomas Heath
language : en
Publisher:
Release Date : 1978

Numerical Algorithms For Nonlinearly Constrained Optimization written by Michael Thomas Heath and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Algorithms categories.

This dissertation is concerned with the development and numerical implementation of algorithms for solving finite dimensional optimization problems. Special emphasis is given to robustness, by which is meant the ability of an algorithm to cope with adverse circumstances, whether due to pathologies of a particular problem or to the shortcomings of finite precision computer arithmetic. A uniform framework is developed in which a common set of techniques may be applied to all of the standard problems of optimization. The algorithms are based on Newton-like methods implemented in a robust manner by means of hybrid, curved line searches and stable linear algebra techniques. Developed first in the context of systems of nonlinear equations, nonlinear least squares, and unconstrained minimization, the algorithms are combined and extended to include problems with equality or inequality constraints. Constrained problems are handled by means of separate line searches in the range and null spaces of the matrix of constraint normals. The classical Lagrangian is modified to allow the same Newton-like methods to be applied to inequality constraints. Test results are presented which show the validity and promise of the methods developed in this dissertation. (Author).

Proceedings Of The Statistical Computing Section

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Author : American Statistical Association. Statistical Computing Section
language : en
Publisher:
Release Date : 1976

Proceedings Of The Statistical Computing Section written by American Statistical Association. Statistical Computing Section and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Mathematical statistics categories.

Annals Of Economic And Social Measurement

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Author :
language : en
Publisher:
Release Date : 1975

Annals Of Economic And Social Measurement written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Econometrics categories.

National Bureau Report

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Author : National Bureau of Economic Research
language : en
Publisher:
Release Date : 1975

National Bureau Report written by National Bureau of Economic Research and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Economics categories.

Current Index To Statistics Applications Methods And Theory

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Author :
language : en
Publisher:
Release Date : 1975

Current Index To Statistics Applications Methods And Theory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Mathematical statistics categories.

Siam Journal On Scientific And Statistical Computing

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Author : Society for Industrial and Applied Mathematics
language : en
Publisher:
Release Date : 1986

Siam Journal On Scientific And Statistical Computing written by Society for Industrial and Applied Mathematics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Mathematical analysis categories.

Forbes

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Author :
language : en
Publisher:
Release Date : 1978

Forbes written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Business categories.

Proceedings Of The Acm Great Lakes Symposium On Vlsi

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Author :
language : en
Publisher:
Release Date : 2005

Proceedings Of The Acm Great Lakes Symposium On Vlsi written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Integrated circuits categories.