JMP for Basic Univariate and Multivariate Statistics: A Step-by-step Guide

Description

• Author: Ann Lehamn, Norm O'Rourke, Larry Hatcher, Edward J. Stepanski
• Publisher: SAS Publishing
• Publish Date: March, 2005
• ISBN: 1590475763

Acknowledgments
This book is an adaptation of A Step-by-Step Approach to Using the SAS System for
Univariate and Multivariate Statistics, Second Edition, by Norm O’Rourke, Larry
Hatcher, and Edward J. Stepanski. First and foremost, acknowledgment must be given to
these authors for their excellent and comprehensive discussions of basic and advanced
statistical concepts.
I would also like to extend special thanks to John Sall for making time within the JMP
Division for the writing of this adaptation. Also, invaluable technical review was
provided by Lee Creighton, Duane Hayes, Catherine Truxillo, Lori Rothenberg,
Paul Marovich, and Annie Zangi.
Further acknowledgment goes to the outstanding support provided by the Books by Users
department at SAS Institute. In particular, thanks to Stephenie Joyner for the daily
exchange that kept things moving, Ed Huddleston for careful final editing, and Candy
Farrell for final composition.

Using This Book
Purpose
This book provides you with what you need to know to manage JMP data and to perform
the statistical analyses that are most commonly used in research in the social sciences and
other fields. JMP for Basic Univariate and Multivariate Statistics: A Step-by-Step Guide
shows you how to
􀁸 understand the basics of using JMP software
􀁸 enter and manage JMP data
􀁸 understand the correct statistic for a variety of study situations
􀁸 perform an analysis
􀁸 interpret the results
􀁸 prepare tables, figures, and text that summarize the results according to the guidelines
of the Publication Manual of the American Psychological Association (the most
widely used format in the social science literature).
Audience
This text is designed for students and researchers with a limited background in statistics
but can also be useful for more experienced researchers. An introductory chapter reviews
basic concepts in statistics and research methods. The chapters on data and statistical
analysis assume that the reader has no familiarity with JMP; all statistical concepts are
conveyed at an introductory level. The chapters that deal with specific statistics clearly
describe the circumstances under which each statistic is used. Each chapter provides at
least one detailed example of data, shows how to analyze the data, and demonstrates how
to interpret the results for a representative research problem. Even users whose only
exposure to data analysis was an elementary statistics course taken years previously
should be able to use this guide to perform statistical analyses successfully.

Organization
Although no single text can discuss every statistical procedure, this book covers the
statistics that are most commonly used in research in psychology, sociology, marketing,
organizational behavior, political science, communication, and the other social sciences.

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