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Correlation and Regression: Applications for Industrial Organizational Psychology and Management de Philip Bobko

Correlation and Regression: Applications for Industrial Organizational Psychology and Management: Organizational Research Methods

Autor Philip Bobko
en Limba Engleză Electronic book text – 4 apr 2013
Correlation and Regression 2nd editionattempts to take statistical theory in correlation and regression and make it accessible to readers using words, equations, and a variety of applied examples.The examples help explain how the techniques work and under what circumstances some creativity in application is necessary. The revision keeps many of the prior classic examples, while adding even more up-to-date examples relevant to the next century of social science. The book's goal is practical; the tone is commonsensical. It is based upon the belief that one can be clear yet remain precise and accurate. The notions of practicality and common sense reflect the underlying philosophy that the application of correlation and regression is not necessarily straightforward, and it requires thinking about each technique in creative ways.
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Specificații

ISBN-13: 9781452212173
ISBN-10: 1452212171
Pagini: 304
Dimensiuni: 178 x 254 mm
Ediția:Second Edition
Editura: SAGE Publications
Colecția Sage Publications, Inc
Seria Organizational Research Methods

Locul publicării:Thousand Oaks, United States

Recenzii

". . . the writing makes this book interesting to all levels of students. Bobko tackles tough issues in an easy way but provides references for more complex and complete treatment of the subject. . . . there is a familiarity and love of the material that radiates through the words."

"The greatest strength of this book is the way in which the material is presented.  I particularly liked the clarity in the way that formulae were presented and that they are explained in terms of what each part contributes and the effect it has."

Cuprins

An Introduction, an Overview, and Some Reminders
A Review of the Correlation Coefficient and Its Properties
Testing Correlations for Statistical Significance
Applications of Pearson Correlation to Measurement Theory
Range Restriction
`Simple' Two-Variable Regression
Three Applications of Bivariate Regression
Utility Analysis, Regression to the Mean, Partial Correlation
Multiple (Mostly Trivariate) Regression
Expanding the Regression Repertoire
Polynomial and Interaction Terms
More about Regression, and Beyond

Descriere

"This book provides one of the clearest treatments of correlations and regression of any statistics book I have seen. . . . Bobko has achieved his objective of making the topics of correlation and regression accessible to students. . . . For someone looking for a very clearly written treatment of applied correlation and regression, this book would be an excellent choice."
--Paul E. Spector, University of South Florida
 "As a quantitative methods instructor, I have reviewed and used many statistical textbooks. This textbook and approach is one of the very best when it comes to user-friendliness, approachability, clarity, and practical utility."
--Steven G. Rogelberg, Bowling Green State University

Notă biografică

Dr. Bobko has held academic appointments in management and psychology at four state universities. He has won or been nominated for teaching awards at three universities. He is the author of over 60 articles and book chapters in selection, test fairness, statistics, goal setting, managerial decision making, measurement, standard setting, and so forth. He has authored two books, including a recent text on correlation and regression (Sage Press). He serves on numerous editorial boards and has served as Editor of the Journal of Applied Psychology.