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9780521871587

Numerical and Statistical Methods for Bioengineering: Applications in MATLAB

by
  • ISBN13:

    9780521871587

  • ISBN10:

    0521871581

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2010-11-29
  • Publisher: Cambridge University Press

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Summary

The first MATLAB-based numerical methods textbook for bioengineers that uniquely integrates modelling concepts with statistical analysis, while maintaining a focus on enabling the user to report the error or uncertainty in their result. Between traditional numerical method topics of linear modelling concepts, nonlinear root finding, and numerical integration, chapters on hypothesis testing, data regression and probability are interweaved. A unique feature of the book is the inclusion of examples from clinical trials and bioinformatics, which are not found in other numerical methods textbooks for engineers. With a wealth of biomedical engineering examples, case studies on topical biomedical research, and the inclusion of end of chapter problems, this is a perfect core text for a one-semester undergraduate course.

Table of Contents

Types and sources of numerical error
Systems of linear equations
Statistics and probability
Hypothesis testing
Root finding techniques for nonlinear equations
Numerical quadrature
Numerical integration of ordinary differential equations
Nonlinear data regression and optimization
Basic algorithms of bioinformatics
Introduction to MATLAB
Location of nodes for Gauss-Legendre quadrature
Table of Contents provided by Publisher. All Rights Reserved.

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