ABSTRACT

Principles of Biostatistics, Third Edition is a concepts-based introduction to statistical procedures that prepares public health, medical, and life sciences students to conduct and evaluate research. With an engaging writing style and helpful graphics, the emphasis is on concepts over formulas or rote memorization. Throughout the book, the authors use practical, interesting examples with real data to bring the material to life. Thoroughly revised and updated, this third edition includes a new chapter introducing the basic principles of Study Design, as well as new sections on sample size calculations for two-sample tests on means and proportions, the Kruskal-Wallis test, and the Cox proportional hazards model. 

Key Features:

  • Includes a new chapter on the basic principles of study design.
  • Additional review exercises have been added to each chapter.
  • Datasets and Stata and R code are available on the book’s website.

The book is divided into three parts. The first five chapters deal with collections of numbers and ways in which to summarize, explore, and explain them. The next two chapters focus on probability and introduce the tools needed for the subsequent investigation of uncertainty. It is only in the eighth chapter and thereafter that the authors distinguish between populations and samples and begin to investigate the inherent variability introduced by sampling, thus progressing to inference. Postponing the slightly more difficult concepts until a solid foundation has been established makes it easier for the reader to comprehend them.

chapter Chapter 1|12 pages

Introduction

part I|96 pages

Variability

chapter 14Chapter 2|52 pages

Descriptive Statistics

chapter Chapter 3|22 pages

Rates and Standardization

chapter Chapter 4|20 pages

Life Tables

part II|98 pages

Probability

chapter 110Chapter 5|24 pages

Probability

chapter Chapter 6|24 pages

Screening and Diagnostic Tests

chapter Chapter 7|32 pages

Theoretical Probability Distributions

chapter Chapter 8|16 pages

Sampling Distribution of the Mean

part III|340 pages

Inference

chapter 208Chapter 9|18 pages

Confidence Intervals

chapter Chapter 10|26 pages

Hypothesis Testing

chapter Chapter 11|26 pages

Comparison of Two Means

chapter Chapter 12|18 pages

Analysis of Variance

chapter 13|26 pages

Nonparametric Methods

chapter 14|28 pages

Inference on Proportions

chapter 15|30 pages

Contingency Tables

chapter 16|18 pages

Correlation

chapter 17|32 pages

Simple Linear Regression

chapter 18|24 pages

Multiple Linear Regression

chapter 19|24 pages

Logistic Regression

chapter 20|30 pages

Survival Analysis

chapter 21|28 pages

Sampling Theory

chapter 22|10 pages

Study Design