Biostatistics
A Foundation for Analysis in the Health Sciences
By: Wayne W. Daniel, Chad L. Cross
About This Book
This 10th edition of Biostatistics: A Foundation for Analysis in the Health Sciences, 10th Edition should appeal to the same audience for which the first nine editions were written: advanced undergraduate students, beginning graduate students, and health professionals in need of a reference book on statistical methodology. Like its predecessors, this edition requires few mathematical prerequisites. Only reasonable proficiency in algebra is required for an understanding of the concepts and methods underlying the calculations. The emphasis continues to be on an intuitive understanding of principles rather than an understanding based on mathematical sophistication. For most of the statistical techniques covered in this edition, we discuss the capabilities of one or more software packages (MINITAB, SAS, SPSS, and NCSS) that may be used to perform the calculations needed for their application. Resulting screen displays are also shown.
AI Overview
"Biostatistics: A Foundation for Analysis in the Health Sciences" by Wayne W. Daniel and Chad L. Cross is a comprehensive textbook designed to introduce students to the fundamental concepts and techniques of biostatistics. Here is a detailed overview of the book:
Key Themes
- Probability Distributions: The book covers various probability distributions, including their properties and applications in health sciences.
- Sampling Distributions: It explains how sampling distributions are used to make inferences about populations.
- Estimation: Techniques for estimating population parameters are thoroughly discussed.
- Hypothesis Testing: The text provides a detailed explanation of hypothesis testing, including types of tests and their applications.
- Variance Analysis: Analysis of variance (ANOVA) and other variance-related topics are covered.
- Regression and Correlation Analysis: Both simple and multiple regression, as well as correlation analysis, are included.
- Nonparametric Statistics: The book also covers nonparametric and distribution-free statistics.
- Survival Analysis: Techniques for analyzing survival data are discussed.
- Vital Statistics: Basic concepts in vital statistics are introduced.
Plot Summary
The book is structured to provide a clear and systematic approach to biostatistics. It begins with an introduction to biostatistics and descriptive statistics, followed by chapters on basic probability concepts, probability distributions, and sampling distributions. The subsequent chapters delve into estimation, hypothesis testing, variance analysis, regression, and correlation analysis. The text also includes chapters on nonparametric statistics, survival analysis, and vital statistics. Each chapter is designed to be self-contained, with bulleted objectives at the start to highlight the main ideas and summary boxes for easy reference.
Critical Reception
The book has received positive reviews for its comprehensive coverage of biostatistical concepts and its practical applications. Here are some excerpts from reviews:
- Students' Feedback: Students have praised the book for its real-world practice through examples and exercises using data from actual research projects and reports. The ability to open the textbook on a phone and use the 'audio' or 'read' option has been particularly appreciated.
- Professional Use: Allied health professionals rely on this book for its high standards of statistical accuracy. It helps them develop a set of statistical tools relevant to their field.
- Educational Value: The book is suitable for both graduate and advanced undergraduate coursework, providing the necessary rigor for use as a professional reference.
Overall, "Biostatistics: A Foundation for Analysis in the Health Sciences" by Wayne W. Daniel and Chad L. Cross is a well-regarded textbook that provides a solid foundation in biostatistics, making it an essential resource for students and professionals in the health sciences.