Andrew P. King,
Andrew P. (Reader in Medical Image Analysis, School of Biomedical Engineering and Imaging Science, King's College London.) King,
Robert Eckersley,
Robert (Senior Lecturer, Division of Imaging Sciences and Biomedical Engineering, King's College, London, UK) Eckersley
e.a.
Elsevier Science
e druk, 2019
9780081029398
Statistics for Biomedical Engineers and Scientists
How to Visualize and Analyze Data
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2019
ISBN13: 9780081029398
Rubricering
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
Inhoudsopgave
<p>1. Descriptive Statistics I: Univariate Statistics<br>2. Descriptive Statistics II: Bivariate Statistics<br>3. Descriptive Statistics III: ROC Analysis<br>4. Inferential Statistics I: Basic Concepts<br>5. Inferential Statistics II: Parametric Hypothesis Testing<br>6. Inferential Statistics III: Nonparametric Hypothesis Testing<br>7. Inferential Statistics IV: Choosing a Hypothesis Test<br>8. Inferential Statistics V: Multiple Hypothesis Testing<br>9. Experimental Design and Sample Size Calculations<br>10. Statistical Shape Models<br>11. Case Study on Descriptive and Inferential Statistics</p>