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Quantitative Data Analysis: Doing Social Research to Test Ideas, by Donald J. Treiman
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This book is an accessible introduction to quantitative data analysis, concentrating on the key issues facing those new to research, such as how to decide which statistical procedure is suitable, and how to interpret the subsequent results. Each chapter includes illustrative examples and a set of exercises that allows readers to test their understanding of the topic. The book, written for graduate students in the social sciences, public health, and education, offers a practical approach to making sociological sense out of a body of quantitative data. The book also will be useful to more experienced researchers who need a readily accessible handbook on quantitative methods.
The author has posted stata files, updates and data sets at his website http://tinyurl.com/Treiman-stata-files-data-sets.
- Sales Rank: #299776 in Books
- Published on: 2009-01-09
- Released on: 2008-12-05
- Original language: English
- Number of items: 1
- Dimensions: 9.20" h x 1.00" w x 6.95" l, 1.75 pounds
- Binding: Paperback
- 476 pages
Review
“Quantitative Data Analysis, by Donald J. Treiman, is a well-written demonstration of how to answer questions using statistics. The range of techniques is broad, ranging from simple advice for making tables readily readable through linear and logistic regression to log-linear and random-effects models… Treiman writes using clear, precise language… Treiman also takes the time and effort to explain how to avoid common pitfalls of data analysis… worth a look for those wanting to see the applications of a wide variety of statistical techniques to a variety of problems or for those who are interested in the thought process behind assessing the results of techniques.”
— STATA Bookstore review
From the Back Cover
Advance Praise for Quantitative Data Analysis
"This is a first-rate introduction to modern social science research methods by an acknowledged master and brilliant teacher of the art. Treiman simplifies complexity and offers a mountain of practical tips and best practices. Anyone who wants to learn to do modern quantitative social research (and anyone who plans to teach it) has much to gain from this book."
—Ross M. Stolzenberg, professor of sociology, University of Chicago
"Packed with examples using interesting data sets, this book doesn't just teach statistics-–it teaches how to use statistics to answer questions about the social world. In simple language, from simple percentage tables to fixed-effects models, including how to do the runs in Stata, and packed with examples from real data on how to make and interpret tables, Treiman shows students how to do the craft they are too often never taught."
—Paula England, professor of sociology, Stanford University
"After a distinguished career, Don Treiman shares his trade secrets in this remarkable book, which should be read by everyone wishing to master the art of theoretically informed quantitative research."
—Yu Xie, Otis Dudley Duncan Distinguished University Professor of Sociology and Statistics, University of Michigan and coauthor, Statistical Methods for Categorical Data Analysis
"This book captures the wisdom arising from Professor Treiman's many years of data analysis experience. It provides the applied perspective and practical advice that are missing in many books on statistical models."
—Kenneth A. Bollen, H. R. Immerwahr Distinguished Professor of Sociology and director, Howard W. Odum Institute for Research in Social Science, University of North Carolina at Chapel Hill
"There are lots of books on the market that teach statistics. This book, written by a distinguished social scientist, achieves a more ambitious goal; it teaches students how to use statistics to do first-rate quantitative research."
—Thomas A. DiPrete, professor of sociology, Columbia University
"Treiman's wealth of teaching and research experience shows in this book. He delivers new insights into familiar methods and gives us tools we need to solve the puzzles that inevitably arise in real research."
—Michael Hout, professor of sociology and demography, University of California, Berkeley, and member, National Academy of Sciences
"Having taken Don Treiman's course at UCLA, I highly recommend the book to anyone who wants practical instruction in how survey research is done."
—Christine R. Schwartz, assistant professor, Department of Sociology, University of Wisconsin, Madison
About the Author
Donald J. Treiman, PhD, is Distinguished Professor, Department of Sociology, University of California, Los Angeles. He was also, until recently, director of the California Center for Population Research.
Most helpful customer reviews
2 of 2 people found the following review helpful.
Not for the faint of heart
By S. Dunson
Trieman's text is probably a bit much for general user attempting to find a better grasp of quantitative research. He reviews a great deal of his own work and tends to go into a happy place that left me scratching my head from time to time. When providing introductory discussion on topics, things tend to go rather well with the clarity. However, the author just seems to abruptly cease to explain effectively and completely before sharing information on his own research.
Overall, it is not the ideal book for anyone seeking a better understanding of the concepts when you are not well versed in statistics. There are several text books that are much that offered by Corbetta or Creswell.
2 of 2 people found the following review helpful.
Wonderful book for Quantitative Data Analysis
By KateC
This is a wonderful book for quantitative data analysis. It provides a thorough review of key quantitative techniques used in social science research. Statistics books can be super complicated, but the author does a wonderful job isolating essential information necessary to use the technique. Finally, the author offers examples of how to use the technique by providing sample STATA programs employing the technique in question. This book is a must have for all social science researchers doing quantitative data analysis. I recommend it highly!
1 of 1 people found the following review helpful.
Nicely written and very practical
By kl
I admit that I was attracted by the author's name at the beginning. But after taking a good look at it, I find it very useful as a reference and I have to go back to it again and again. This is a graduate level beginner's text who use Stata for their own research.
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