Statistics for Bioengineering Sciences

With MATLAB and WinBUGS Support

  • Brani Vidakovic

Part of the Springer Texts in Statistics book series (STS)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Brani Vidakovic
    Pages 1-7
  3. Brani Vidakovic
    Pages 9-58
  4. Brani Vidakovic
    Pages 109-130
  5. Brani Vidakovic
    Pages 131-189
  6. Brani Vidakovic
    Pages 191-228
  7. Brani Vidakovic
    Pages 229-277
  8. Brani Vidakovic
    Pages 279-315
  9. Brani Vidakovic
    Pages 317-354
  10. Brani Vidakovic
    Pages 355-408
  11. Brani Vidakovic
    Pages 409-476
  12. Brani Vidakovic
    Pages 477-501
  13. Brani Vidakovic
    Pages 503-530
  14. Brani Vidakovic
    Pages 531-570
  15. Brani Vidakovic
    Pages 571-597
  16. Brani Vidakovic
    Pages 599-656
  17. Brani Vidakovic
    Pages 657-700

About this book

Introduction

Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with.

The author integrates introductory statistics for engineers and  introductory biostatistics as a single textbook heavily oriented to computation and hands on approaches. For example, topics ranging from the aspects of disease and device testing, Sensitivity, Specificity and ROC curves, Epidemiological Risk Theory, Survival Analysis, or Logistic and Poisson Regressions are covered.

In addition to the synergy of engineering and biostatistical approaches, the novelty of this book is in the substantial coverage of Bayesian approaches to statistical inference. Many examples in this text are solved using both the traditional and Bayesian methods, and the results are compared and commented.

Keywords

Bayesian methods MATLAB WinBUGS statistical inference

Authors and affiliations

  • Brani Vidakovic
    • 1
  1. 1., Department of Biomedical EngineeringGeorgia Institute of TechnologyAtlantaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4614-0394-4
  • Copyright Information Springer Science+Business Media, LLC 2011
  • Publisher Name Springer, New York, NY
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-1-4614-0393-7
  • Online ISBN 978-1-4614-0394-4
  • Series Print ISSN 1431-875X
  • About this book