Low Rank Approximation

Algorithms, Implementation, Applications

Authors:

ISBN: 978-1-4471-2226-5 (Print) 978-1-4471-2227-2 (Online)

Table of contents (7 chapters)

  1. Front Matter

    Pages I-X

  2. Introduction

    1. Front Matter

      Pages 33-33

    2. No Access

      Book Chapter

      Pages 1-32

      Introduction

  3. Linear Modeling Problems

    1. Front Matter

      Pages 33-33

    2. No Access

      Book Chapter

      Pages 35-72

      From Data to Models

    3. No Access

      Book Chapter

      Pages 73-106

      Algorithms

    4. No Access

      Book Chapter

      Pages 107-131

      Applications in System, Control, and Signal Processing

  4. Miscellaneous Generalizations

    1. Front Matter

      Pages 133-133

    2. No Access

      Book Chapter

      Pages 135-177

      Missing Data, Centering, and Constraints

    3. No Access

      Book Chapter

      Pages 179-197

      Nonlinear Static Data Modeling

    4. No Access

      Book Chapter

      Pages 199-226

      Fast Measurements of Slow Processes

  5. Back Matter

    Pages 227-256