Analysis of Variance and Functional Measurement

A Practical Guide

includes CD-ROM

David J. Weiss

Written to help students learn to describe and analyze data--transmitting an understanding of how an analysis works, rather than mathematical formalism, is the paramount goal of the book.
Esoteric derivations are marked off within boxes and may be skipped at the instructor's discretion, without disrupting the flow of the text. There are lots of exercises, all with answers.
Factorial computations are taught using an easily understood template approach instead of a series of formulas with subscripts.
The chapter on Functional Measurement is unique in statistics texts. Functional measurement (also called Information Integration Theory) has been overlooked because there has not been an elementary presentation of the methodology until the present book's last chapter; there has also not been software designed to simplify the analyses. Instructors who do not wish to include this material in their courses may omit the chapter without loss of continuity.
The specialized CALSTAT computer programs included with the text are much easier to learn and to routinely use than the analysis of variance components of the major packages such as SPSS or SAS.

Analysis of Variance and Functional Measurement

A Practical Guide

includes CD-ROM

David J. Weiss

Description

This book is a clear and straightforward guide to analysis of variance, the backbone of experimental research. It will show you how to interpret statistical results and translate them into prose that will clearly tell your audience what your data is saying. To help you become familiar with the techniques used in analysis of variance, there are plenty of end-of-chapter practice problems with suggested answers. As life in the laboratory doesnt always follow a script, there are both new and established techniques for coping with situations that deviate from the norm. Data analysis is not a closed subject, so there are pros and cons for the varied situations you will encounter. The final chapter gives the first elementary presentation of functional measurement, or information integration theory, a methodology built upon analysis of variance that is a powerful technique for studying cognitive processes. The accompanying CD contains CALSTAT, analysis of variance software that is easy to use (really!). In addition to programs for standard analysis, the software includes several specialized routines that have heretofore been presented only in journals. Analysis of Variance is an important resource for students and professionals in the social, behavioral, and neurosciences.

Analysis of Variance and Functional Measurement

A Practical Guide

includes CD-ROM

David J. Weiss

Chapter I. Introduction
Chapter II. One-way ANOVA
Chapter III. Using the Computer
Chapter IV. Factorial Structure
Chapter V. Two-way ANOVA
Chapter VI. Multi-factor Designs
Chapter VII. Error Purifying Designs
Chapter VIII. Specific Comparisons
Chapter IX. Measurement Issues
Chapter X. Strength of Effect**
Chapter XI. Nested Designs**
Chapter XII. Missing Data**
Chapter XIII. Confounded Designs**
Chapter XIV. Introduction to Functional Measurement**
Terms from Introductory Statistics
References
Subject Index
Name Index

Analysis of Variance and Functional Measurement

A Practical Guide

includes CD-ROM

David J. Weiss

Reviews and Awards

"This is a well-written introduction to ANOVA.... The multitude of examples and handy parallels with the included statistical software make this a user-friendly book." --Doody's

"This is an outstanding textbook on experimental design and analysis. It is ideally positioned for new students with little or no background in statistics. It has three notable features that put it above the competitors: First, it is extremely well written and easy to follow . . . Second, the book contains several important topics that are often ignored in comparable books . . . Third, the CALSTAT computer package is a delight! It is a stable, well-programmed series of interconnected programs that are approachable, even fun to use. In fact, CALSTAT is worth the price of the book alone. The bottom line is that Weiss text sets the standard for use in design and analysis courses targeted to students with minimal background."--James Shanteau, University Distinguished Professor and Commerce Bank Distinguished Graduate Professor of Psychology, Kansas State University

"Analysis of Variance and Functional Measurement is an essential addition to the bookshelf of any serious analyst of behavioral data. Like a good dance partner who neither leads nor follows but anticipates and trusts, Weiss has an uncanny talent for writing clearly about sophisticated and complex issues with a tone that is singularly authoritative and compassionate. Readers will find 14 well-written, satisfying chapters that explain statistical concepts in everyday language, many of which are short enough to be read in a single sitting. With this book, David Weiss succeeds in becoming what every student hopes foran ally in the classroom."-- Anthony D. Ong, Department of Psychology, University of Notre Dame

"Finally, a literate and readable statistics text. Students now have one fewer reason to avoid learning statistics. If Weiss lectures as well as he writes, someone should nominate him for teacher of the year."-- Warren Thorngate, Professor of Psychology, Carleton University

"Those of us who have suffered its teaching tortures know the signs. Heavy lids. Furrowed brows. Empty seats. Frequent groans. And a text thicker than two planks, more expensive than a heart transplant, and read less often than the Gideon bible. The joys of teaching advanced statistics to less-than-advanced students are few (Mean = 0.3, df = 0, p 0.02). Yet there are signs of hope. Our own David Weiss has just published a thoughtful, readable, and refreshingly short textbook on the analysis of variance and functional measurement, suitable for advanced undergraduates or graduate students in a 10-12 week course, or for people wanting to jog their memory about these topics. Worth a look for a course adoption." --Society for Judgment and Decision Making Newsletter, March 2006

"...useful as a practical guide for both undergraduate and postgraduate work (as well as academics who have gotten a bit rusty!)...This book provides excellent advice and procedures for dealing with missing data, non-normal distributions and differences in sample sizes ...an excellent learning and reference text for most social scientists."--Psychology Teaching Review