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Numerical and statistical methods for bioengineering : applications in MATLAB

Author: Michael R King; Nipa A Mody
Publisher: Cambridge ; New York : Cambridge University Press, 2011.
Series: Cambridge texts in biomedical engineering.
Edition/Format:   Print book : EnglishView all editions and formats
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
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Document Type: Book
All Authors / Contributors: Michael R King; Nipa A Mody
ISBN: 9780521871587 0521871581
OCLC Number: 526084022
Description: xii, 581 pages : illustrations ; 26 cm.
Contents: 1. Types and sources of numerical error --
2. Systems of linear equations --
3. Probability and statistics --
4. Hypothesis testing --
5. Root-finding techniques for nonlinear equations --
6. Numerical quadrature --
7. Numerical integration of ordinary differential equations --
8. Nonlinear data regression and optimization --
9. Basic algorithms of bioinformatics --
Appendix A. Introduction to MATLAB --
Appendix B. Location of nodes for Gauss-Legendre quadrature.
Series Title: Cambridge texts in biomedical engineering.
Responsibility: Michael R. King, Nipa A. Mody.
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Abstract:

The first MATLAB-based numerical methods textbook specifically for bioengineers, including topics on hypothesis testing and examples exclusively from bioengineering applications.  Read more...

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'I think this book is a winner ... [it] is really easy to read and places frameworks for numerical analysis into realistic bioengineering concepts that students will find familiar and relevant. This Read more...

 
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