ABSTRACT

This book emphasizes the importance of the likelihood function in statistical theory and applications and discusses it in the context of biology and ecology. Bayesian and frequentist methods both use the likelihood function and provide differing but related insights. This is examined here both through review of basic methodology and also the integr

part 1|2 pages

I Introduction

chapter 1|16 pages

Statistical Models in Scientific Research

part 2|2 pages

II Basic Tools for Data Analysis, Study Design and Model Development

chapter 2|12 pages

Data Analysis and Patterns

chapter 4|16 pages

Prior Beliefs and Basic Statistical Models

part 3|2 pages

III Likelihood Based Statistical Theory and Methods: Frequentist and Bayesian

part 4|2 pages

IV Applications Using Bayesian and Frequentist Likelihood Methods in Biology and Ecology