© 2010 • 167 pp., illus., indexes
Concealed wire binding • $59 • ISBN  978-087969857-7

Statistics at the Bench is a convenient bench-side companion for biologists, designed as a handy reference guide for elementary and intermediate statistical analyses. The expectations for biologists to have a more complete understanding of statistics are growing rapidly. New technologies and new areas of science, such as microarrays, next-generation sequencing, and proteomics, have dramatically increased the need for quantitative reasoning among biologists when designing experiments and interpreting results. Even the most routine informatics tools rely on statistical assumptions and methods that need to be appreciated if the scientific results are to be correct, understood, and exploited fully.

This book is not a textbook. It is a hands-on manual for working scientists. Statistics at the Bench provides a simple refresher for those who have forgotten what they once knew, and an overview for those wishing to use more quantitative reasoning in their research. Statistical methods, as well as guidelines for the interpretation of results, are explained using simple examples. Throughout the book, examples are accompanied by detailed Excel commands for easy reference.

1. Introduction

2. Common Pitfalls

3. Descriptive Statistics

4. Design of Experiments

5. Confidence Intervals

6. Hypothesis Testing

7. Regression and ANOVA

8. Special Topics

References

Index of Worked Out Examples

Index of Excel Commands