Home › Categories › Technology› Nearest Correlation Matrix Algorithm

Nearest Correlation Matrix Algorithm.pdf

thesis.pdf
Preview of Nearest Correlation Matrix Algorithm
🔗 Source: eprints.maths.manchester.ac.uk
📊 Size: 807 KB
📄 Pages: 152 pages
⬇️ Downloads: 160

Summary

Rudiger Borsdorf's 2007 Master of Science dissertation presents a Newton algorithm for finding the nearest correlation matrix, a problem that arises in various fields, including finance and engineering. The dissertation explores the theoretical background, including the dual problem and the application of an inexact Newton method. It then introduces the Newton algorithm and discusses its convergence analysis, issues, and choices of methods, such as conjugate gradient and symmetric LQ, for solving the problem. The dissertation also presents numerical tests, including comparisons with other methods, and discusses the modified algorithm and the alternating projections method. The goal is to find the nearest correlation matrix to a given matrix, which is a convex optimization problem. The algorithm is designed to efficiently solve this problem, and the dissertation provides a detailed analysis of its performance and robustness.

Download File

Description

Rudiger Borsdorf's 2007 Master of Science dissertation presents a Newton algorithm for finding the nearest correlation matrix, a problem that arises in various...

Technical Information

  • File Format: PDF
  • File Size: 807 KB
  • Pages: 152
  • Language: EN
  • Total Downloads: 160
  • Last Updated: 4 weeks ago

Document Overview

This PDF document about Nearest Correlation Matrix Algorithm provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Nearest Correlation Matrix Algorithm.

Related Topics

If you're interested in Nearest Correlation Matrix Algorithm, you might also want to explore:

Nearest guideNearest tutorialCorrelation guideCorrelation tutorialMatrix guideMatrix tutorialAlgorithm guideAlgorithm tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

Preview of Dual-Tree Algorithms
PDF file

Dual-Tree Algorithms

351 KBRyan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles L. IsEN9 pages
Dual-tree algorithms are a class of branch-and-bound algorithms used in machine learning, but developing them for different trees and problems is...
Download
Preview of matrix
PDF file

matrix

268 KBEmily MillerEN4 pages
The Association of American Universities (AAU) has created a matrix of summative evaluation of teaching strategies, highlighting efforts by various...
Download
Preview of Matrix
PDF file

Matrix

186 KBDE1 page
Die Genehmigungsmatrix für Veranstaltungen enthält verschiedene Regeln und Beschränkungen in Abhängigkeit von der 7-Tages-Inzidenz und der Art der...
Download
Preview of Correlation Coefficients
PDF file

Correlation Coefficients

53 KBManuelEN1 page
0.7494, 0.6206, 0.567, 0.5964. ρ values: 0.788, 0.867, 0.753, 0.772, all with p < 0.05.
Download
Preview of Math Correlation
PDF file

Math Correlation

429 KBEN109 pages
Waggle, Grade 2, correlates to Math Expressions, Grade 2, covering skills such as addition and subtraction within 20 and 100, word problems, odd and...
Download

Download Nearest Correlation Matrix Algorithm eBooks for free and learn more about Nearest Correlation Matrix Algorithm. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to Nearest Correlation Matrix Algorithm, try searching with similar keywords: Nearest Correlation Matrix Algorithm, Fuzzy Rough Nearest Neighbor Clustering Algorithm, Nearest Neighbor Algorithm In Educational Data Mining, Chapter 12 Correlation And Regression 12 Correlation, Chapter 12 Correlation And Regression 12 Correlation And Regression, Least Significant Bit Algorithm And Jsteg Algorithm, Correlation Matrix Excel 2012, Correlation Matrix Excel 2013

You can download PDF versions of the user's guide, manuals and ebooks about Nearest Correlation Matrix Algorithm, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about Nearest Correlation Matrix Algorithm for free, but please respect copyrighted ebooks.