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Statistics II for Dummies, by Deborah J. Rumsey
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The ideal supplement and study guide for students preparing for advanced statistics
Packed with fresh and practical examples appropriate for a range of degree-seeking students, Statistics II For Dummies helps any reader succeed in an upper-level statistics course. It picks up with data analysis where Statistics For Dummies left off, featuring new and updated examples, real-world applications, and test-taking strategies for success. This easy-to-understand guide covers such key topics as sorting and testing models, using regression to make predictions, performing variance analysis (ANOVA), drawing test conclusions with chi-squares, and making comparisons with the Rank Sum Test.
- Sales Rank: #69578 in Books
- Brand: Rumsey, Deborah
- Published on: 2009-08-31
- Released on: 2009-08-14
- Original language: English
- Number of items: 1
- Dimensions: 9.20" h x 1.00" w x 7.30" l, 1.34 pounds
- Binding: Paperback
- 408 pages
- Wiley Publishing
From the Back Cover
The fun and easy way to enhance your grasp of statistics
Need to expand your statistics knowledge and move on to Statistics II? This friendly, hands-on guide gives you the skills you need to take on multiple regression, analysis of variance (ANOVA), Chi-square tests, nonparametric procedures, and other key topics. Statistics II For Dummies also provides plenty of test-taking strategies as well as real-world applications that make data analysis a snap, whether you're in the classroom or at work.
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Begin with the basics — review the highlights of Stats I and expand on simple linear regression, confidence intervals, and hypothesis tests
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Start making predictions — master multiple, nonlinear, and logistic regression; check conditions; and interpret results
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Analyze variance with ANOVA — break down the ANOVA table, one-way and two-way ANOVA, the F-test, and multiple comparisons
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Connect with Chi-square tests — examine two-way tables and test categorical data for independence and goodness-of-fit
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Leap ahead with nonparametrics — grasp techniques used when you can't assume your data has a normal distribution
Open the book and find:
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Up-to-date methods for analyzing data
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Full explanations of Statistics II concepts
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Clear and concise step-by-step procedures
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Dissection of computer output
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Lots of tips, strategies, and warnings
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Ten common errors in statistical conclusions
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Everyday statistics applications
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Tables for completing calculations used in the book
Learn to:
- Increase your skills in data analysis
- Sort through and test models
- Make predictions
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Apply statistics to real-world situations
About the Author
Deborah Rumsey, PhD, is a Statistics Education Specialist and Auxiliary Faculty Member in the Department of Statistics at Ohio State University. She is also a Fellow of the American Statistical Association and has received the Presidential Teaching Award from Kansas State University. Dr. Rumsey has published numerous papers and given many professional presentations on the subject of statistics education.
Most helpful customer reviews
48 of 49 people found the following review helpful.
Useful for Class and Reference
By Carl Franklin, JD/PhD
I teach statistics at both the undergraduate and graduate levels. Statistics 2 for Dummies is a well-written and easy-to-understand text which can be easily used in both the classroom and as a secondary reference source. Deborah Rumsey presents plenty of examples along with sufficient clear explanation to help the reader move from one level to the next. Someone well motivated can use this text to learn the basics for more advanced statistics; however, this text would be even more useful with a knowledgeable and patient instructor.
I would suggest making one significant change for future editions. The author relies on the Minitab software package when discussing the use of computer aided statistical analysis. There are better, and often cheaper, software packages available for the user. Students will most likely have PASW, formally SPSS, available at most institutions of higher education. In addition, Amazon and many other retail outlets selling to students and faculty will have relatively inexpensive versions of this more powerful software available. While Minitab remains a viable option, and is certainly usable where available, I would recommend that in the next edition the author include instruction for the more popular PASW software package. Similarly, the program Mathematica should be at least mentioned in the text discussing computer aided statistical analysis, especially since this is a top choice for many in mathematics, economics, and many sciences.
Rumsey's book does a very good job in tackling the types of regression in the use in making predictions. In addition the section covering nonparametric methods is very useful. As expected, these are advanced methods for statistical analysis, and the author assumes a moderately strong understanding of basic statistics. Fortunately, the author also refer to her first book, statistics one, to help guide the reader for remedial study.
As a professor the book's greatest advantage is its relatively low price, something very important to today student. It is relatively easy to read, which makes the learning experience better. One item worth noting is the absence of exercises or material to test the reader's understanding. It would be easier to select this book for use in the classroom if such material were included or readily available from the publisher. Since this text appears to be primarily for the consumer market adding such material to the book would likely raise the price and defeat the purpose of the Dummies line of books. Based on this I typically use this book as a recommended reading and reference for my students.
0 of 0 people found the following review helpful.
Step II in statistics
By Adam Tarnawski
Excellent book for someone already familiar with basic concepts in Statistics - like standard deviations, distributions, probabilities, etc - and wanting to delve deeper into more sophisticated analysis(parametric vs non-parametric, Spearman's vs Pearson's correlation, regressions, ANOVA, etc). Don't be scared, though, it will present statistical methods with numerous examples and exercises. For me it was especially pleasurable to read as I needed a book that would summarize and categorize the knowledge I already had.
1 of 1 people found the following review helpful.
Solid Stats 2 Book
By Mark Hubbard
I have been using this as a way to prepare for an advanced level stats class I am going to take. It covers quite a bit. It has a lot of exercises which seemed like they would have been helpful. I would have rated this higher, but was off put by the fact that it didn't use the same software (SPSS) that I would be using.
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