Your Statistical Consultant: Answers to Your Data Analysis Questions

Your Statistical Consultant: Answers to Your Data Analysis Questions
by Rae R. Newton, Kjell Rudestam

Your Statistical Consultant: Answers to Your Data Analysis Questions
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Book Summary Information

Author: Kjell Rudestam, Rae R. Newton
Edition: Paperback
Audio: English (Original Language); English (Unknown); English (Published)
Published: 1999-02-12
ISBN: 0803958234
Number of pages: 344
Publisher: Sage Publications, Inc

Book Reviews of Your Statistical Consultant: Answers to Your Data Analysis Questions

Book Review: Smart in your field but stupid in stats? BUY THIS BOOK.
Summary: 5 Stars

I'm doing research in second language acquisition for my dissertation and have been struggling with everything related to statistics. It seems like every time I answer one question, three more pop up in its place. The statisticians I consulted with on campus were of no help because they couldn't translate their expertise into language that non-experts could understand, or they weren't familiar with more complex methods like general linear models. And I can only pester my dissertation advisor with stupid questions so many times. :) This book answers clearly and definitively almost all of the questions that I have posed to real, live statisticians and have not received satisfactory answers to. The title doesn't lie: it really is like your own, 24/7, personal consultant.

Some of the features that make this book so handy include a step-by-step worksheet/matrix for choosing statistical tests, followed by explanations of the assumptions and logic for each test plus issues in interpreting the results. The variety of clearly presented examples help to conceptualize difficult ideas and apply them to your own research. I'm almost 100% math-impaired, so I was stunned to understand the mathematical assumptions for each test that were described in the book. It also made clear for me for the first time how to interpret some of the graphs, plots and output charts that have confounded me in the past.

Before buying this book I was concerned that even it might be over my head because my exposure to statistics is limited to a two-week survey in a research methods class. However, the clarity and depth of the explanations in this book were just what I needed to deepen my understanding and allow me to use what I learned in my own research. I especially appreciate that the book concentrates on the most common questions that the authors have encountered about each test instead of providing too much information that serves no practical purpose.

My only complaint is that the book doesn't cover more "cutting-edge" (at least in my field) and complex tests like structural equation modeling (oddly, there is an entry for this topic in the index but no page number, and it is missing from the text). However, it covers everything that most grad student researchers will need to know about statistical tests.

If you are an educator or social scientist looking for guidance on applying the type of information contained in this book to anlayses using SPSS software, I also recommend "Doing Quantitative Research in Education with SPSS" by Daniel Muijs.

Summary of Your Statistical Consultant: Answers to Your Data Analysis Questions

"I wish I had owned this book in graduate school. Instead of searching for busy professors to answer my statistical questions, I could have obtained timely and easy-to-understand answers in the pages of this well-written and user-friendly text."

--C. Keith Haddock, University of Missouri, Kansas City

"An excellent book that contains clear discussions of topics traditionally covered in statistics texts, plus easily accessible accounts of newly important topics, such as the debate over statistical significance, effect sizes, and meta-analysis. It is more than a reference work. It is a very well-written general work on statistics problems. The authors say that their emphasis is on "appropriate use" rather than understanding, but I think this is to sell the book short. It contains some of the clearest, most easily accessible discussions of statistical techniques likely to facilitate students'' understanding that I have read."

--W. Paul Vogt, Illinois State University

"The book is written in a reader-friendly style, provides conceptual bases for technical explanations, and is replete with easily understood examples. It addresses common problems encountered in data management, analysis, and interpretation. I recommend this book to alleviate doctoral students'' anxiety about the advanced statistical courses they are required to take. The book will provide a solid foundation, a sense of confidence, and a ready resource for doctoral students beginning their research sequence."

--Mary Colette Smith, University of Alabama, Birmingham

Although many graduate students and researchers have had course work in statistics, they sometimes find themselves stumped in proceeding with a particular set of data. In these situations, it is common to turn to a colleague with much experience fielding quantitative questions. However, Your Statistical Consultant is an authentic alternative resource for introducing, describing, and making recommendations regarding thorny or confusing statistical issues. Written to be responsive to a wide range of inquiries and levels of expertise, this book is flexibly organized so readers can either read it sequentially or turn directly to the sections that correspond to their concerns and questions.

The book is organized into four parts that identify the topics covered. Each chapter opens with a list of questions that will be addressed, followed by an overview of the chapter. Key terms are bold-faced within the chapter and key points are italicized. Chapter headings are followed by detailed answers to questions, including a conceptual explanation and explanation of the use and nuances of a particular technique or issue.

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