生体医工学のための統計学 Statistics for Biomedical Engineers and Scientists : How to Visualize and Analyze Data

King, Andrew P./ Eckersley, Robert

Academic Press Inc.(London) Ltd（2019/05発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 274 p.
• 言語 ENG
• 商品コード 9780081029398
• DDC分類 519.502461028

Full Description

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.

Contents

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