Statistics for Biomedical Engineers and Scientists: How to Visualize and Analyze Data
Autor Andrew P. King, Robert Eckersleyen Limba Engleză Paperback – 21 mai 2019
- Presents a practical guide on how to visualize and analyze statistical data
- Provides numerous practical examples and exercises to illustrate the power of statistics in biomedical engineering applications
- Gives an intuitive understanding of statistical tests
- Covers practical skills by showing how to perform operations ‘by hand’ and by using MATLAB as a computational tool
- Includes an online resource with downloadable materials for students and teachers
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Specificații
ISBN-13: 9780081029398
ISBN-10: 008102939X
Pagini: 274
Dimensiuni: 191 x 235 x 19 mm
Greutate: 0.48 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 008102939X
Pagini: 274
Dimensiuni: 191 x 235 x 19 mm
Greutate: 0.48 kg
Editura: ELSEVIER SCIENCE
Public țintă
Biomedical; Engineers, biomedical sciences; Students, researchersCuprins
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
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
Recenzii
"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