ABSTRACT

Written in simple language with relevant examples, Statistical Methods in Biology: Design and Analysis of Experiments and Regression is a practical and illustrative guide to the design of experiments and data analysis in the biological and agricultural sciences. The book presents statistical ideas in the context of biological and agricultural scien

chapter 1|12 pages

Introduction

chapter 2|30 pages

A Review of Basic Statistics

chapter 3|26 pages

Principles for Designing Experiments

chapter 4|24 pages

Models for a Single Factor

chapter 5|20 pages

Checking Model Assumptions

chapter 6|16 pages

Transformations of the Response

chapter 7|20 pages

Models with a Simple Blocking Structure

chapter 8|60 pages

Extracting Information about Treatments

chapter 10|16 pages

Replication and Power

chapter 11|30 pages

Dealing with Non-Orthogonality

chapter 13|20 pages

Checking Model Fit

chapter 15|46 pages

Models for Variates and Factors

chapter 16|24 pages

Incorporating Structure: Linear Mixed Models

chapter 17|28 pages

Models for Curved Relationships