Analysis of Messy Data, Volume II: Nonreplicated Experiments - Hardcover

Milliken, George A.; Johnson, Dallas E.

Hardcover

ISBN 10: 0412063719 ISBN 13: 9780412063718

Publisher: Chapman & Hall, 1989

Synopsis

Researchers often do not analyze nonreplicated experiments statistically because they are unfamiliar with existing statistical methods that may be applicable. Analysis of Messy Data, Volume II details the statistical methods appropriate for nonreplicated experiments and explores ways to use statistical software to make the required computations feasible.

About this title

Synopsis:

This practical tool for statisticians offers techniques and methods for analyzing non-standard or messy data sets that arise from experimental design situations. Topics discussed include analysis of variance techniques, such as one- and two-way analyses of variance and multiple-comparison procedures. The book introduces each topic with several examples, follows up with a more theoretical discussion, and concludes with a case study. It emphasizes the distinction between design structure and the structure of treatments, and focuses on practical implementation, including computers, with several available statistical packages, including SAS, BMD and SPSS.

From the Back Cover:

This book presents statistical methods and techniques to effectively analyze non-standard or messy data sets. These techniques are especially useful in experimental research, in addition to many other situations. This practical approach stresses implementing the methods, not theory. Numerous case studies and applied examples are used with many real world data sets, and the use of standard computer packages is emphasized. This book brings together methods which are otherwise widely dispersed throughout literature.

About this edition

• Publisher: Chapman & Hall
• Publication date: 1989
• ISBN 10: 0412063719
• ISBN 13: 9780412063718
• Binding: Hardcover
• Edition number: 1
• Number of pages: 208