Statistics & Probability

Sufficient dimension reduction was first introduced in the early 90's as a set of graphical and diagnostic tools for regression with many predictors. Over the past two decades or so it has developed into a powerful theory and technique for handling high-dimensional data. This book will introduce the..

Guides readers through the planning and data collection phases and presents various data analysis techniques, including methods for sample size determination. Covers techniques for developing models - a basis for future research and reporting techniques to ensure proper credit. Concludes with case-c..

Featuring worked examples covering a wide range o of environmental topics, drawings and icons, chapter summaries, a glossary of statistical terms and a further reading section, this book provides an invaluable student friendly introduction...