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Practical Statistics
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Practical Statistics
A Quick and Easy Guide to IBM® SPSS® Statistics, STATA, and Other Statistical Software

  • David Kremelberg - DK Statistical Consulting Inc., University of Connecticut, Storrs, USA


September 2013 | 528 pages | SAGE Publications, Inc
Making statistics—and statistical software—accessible and rewarding

This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in IBM® SPSS® Statistics, Stata, and other programs. Author David Kremelberg begins his user-friendly text by covering charts and graphs through regression, time-series analysis, and factor analysis. He provides a background of the method, then explains how to run these tests in IBM SPSS and Stata. He then progresses to more advanced kinds of statistics such as HLM and SEM, where he describes the tests and explains how to run these tests in their appropriate software including HLM and AMOS.

This is an invaluable guide for upper-level undergraduate and graduate students across the social and behavioral sciences who need assistance in understanding the various statistical packages.


 
About the Authors
 
Preface
 
Acknowledgments
 
Introduction
 
Chapter 1: An Introduction to Statistics & Quantitative Methods
 
Chapter 2: An Introduction to IBM® SPSS® Statistics and Stata
 
Chapter 3: Descriptive Statistics
 
Chapter 4: Pearson's r, Chi-square, t-Test, and ANOVA
 
Chapter 5: Linear Regression
 
Chapter 6: Logistic, Ordered, Multinomial, Negative Binomial, and Poisson Regression
 
Chapter 7: Factor Analysis
 
Chapter 8: Time-Series Analysis
 
Chapter 9: Hierarchical Linear Modeling
 
Chapter 10: Structural Equation Modeling
 
Appendix A: Selecting the Appropriate Test
 
Appendix B: Tables of Significance
 
Appendix C: Additional Statistical Tests and Equations
 
Glossary
 
Index

This is a hurried and poorly executed book which gives a very superficial treatment to the subject matter. Moreover, given the cover price, I would have expected a little more finesse with the final look of the tables/charts. There were countless mistakes which just made me think it hadn't been edited thoroughly, which is both down to the author and the editor.

Dr Alex Sutherland
Institute of Criminology, Cambridge University
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Good easy book to understand and helpful for students

Dr Alison O'Donnell
School of Nursing & Midwifery, Dundee University
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Some errors in numbers.

Explanations are short,not detailed.

Example are a few.

Dr Arnon Chaisuirya
Language Institute, Burapha Univ.
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too advanced for my students

Dr Bob Prue
Social Work Dept, University of Missouri - Kansas City
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I find this book good as a resource for using SPSS and other statistical software. It provides step-by-step instructions about how to run each statistical test and provides graphical displays for each step. This book is useful as a supplement to the main text. I'm adopting it for the doctoral research class and I'm considering it also for my intro stats class.

Dr Bridget Sheng
Ed Leadership Dept, Western Illinois University
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The book is an excellent source for my Management doctoral students working on applied research involving regression. I partcilarly liked the exposition of difficult concepts using to the point phrases followed by easy to comprehend mathematical notaion and/or formulae. Excellent reference textbook!

Dr Christos Makrigeorgis
School Of Management, Walden University
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Useful but not to be essential text as it doesn't have enough detail.

Dr Elizabeth Bates
Applied Psychology, University of Cumbria
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Kremelberg's Practical Statistics makes simplicity out of complex; a must have book for doctoral students who need to understand SPSS.

Dr Jan Hammond
School Of Education, Long Island University - C W Post
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This is a very interesting and easy-to-read book. One of the best on \surface-teaching" or intuitive teaching of stats (i.e. the book does not present complex mathematical formulas but relies instead on statistical software outputs). I will strongly recommand the book to any graduate student using stats in their master's degree thesis and will add it to my course outline.
Thanks for putting together this great book!

Dr Jonathan Deschenes
Marketing , HEC Montréal
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good explanations, too simplistic for doctoral level work.

Dr Marie Hammond
Psychology Dept, Tennessee State University
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Key features
Key Features
  • Gives step-by-step instructions on how to run statistical tests enables students to run complex statistical tests quickly, efficiently, and accurately
  • Offers clear explanations of the tests allow students to better understand the theory behind the tests and their proper use
  • Includes instructions using both the menus and syntax beginners need
  • Provides more advanced students the direction to run quick and efficient analyses (syntax).