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

ISBN-13: 9780081029398 / Angielski / Miękka / 2019 / 274 str.

Andrew P. King; Robert Eckersley

Recenzje

"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

Spis treści

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