Statistics for Biomedical Engineers and Scientists
How to Visualize and Analyze Data

Teachers readers how to use and apply statistical principles to analyze and visualize biomedical data

Andrew P. King (Author), Robert Eckersley (Author)

9780081029398

Paperback / softback, published 21 May 2019

274 pages
23.4 x 19 x 1.8 cm, 0.56 kg

"This book is a very interesting introduction to the basic concepts of statistics. The majority of examples are taken from medicine and biology. However, the scope of the book is more general, so it is worth to be read by everybody, who wants to apply statistical methods in any field." --zbMATH

Statistics for Biomedical Engineers and Scientists: How to Analyze and Visualize Data provides an intuitive understanding of the concepts of basic statistics, with a focus on solving biomedical problems. Readers will learn how to understand the fundamental concepts of descriptive and inferential statistics, analyze data and choose an appropriate hypothesis test to answer a given question, compute numerical statistical measures and perform hypothesis tests ‘by hand’, and visualize data and perform statistical analysis using MATLAB. Practical activities and exercises are provided, making this an ideal resource for students in biomedical engineering and the biomedical sciences who are in a course on basic statistics.

1. Descriptive Statistics I: Univariate Statistics 2. Descriptive Statistics II: Bivariate Statistics 3. Descriptive Statistics III: ROC Analysis 4. Inferential Statistics I: Basic Concepts 5. Inferential Statistics II: Parametric Hypothesis Testing 6. Inferential Statistics III: Nonparametric Hypothesis Testing 7. Inferential Statistics IV: Choosing a Hypothesis Test 8. Inferential Statistics V: Multiple Hypothesis Testing 9. Experimental Design and Sample Size Calculations 10. Statistical Shape Models 11. Case Study on Descriptive and Inferential Statistics

Subject Areas: Maths for engineers [TBJ], Technology: general issues [TB], Probability & statistics [PBT]