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SPSS Statistics for Dummies, by Keith McCormick, Jesus Salcedo, Aaron Poh
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The ultimate beginner's guide to SPSS and statistical analysis SPSS Statistics For Dummies is the fun and friendly guide to mastering SPSS. This book contains everything you need to know to get up and running quickly with this industry-leading software, with clear, helpful guidance on working with both the software and your data. Every chapter of this new edition has been updated with screenshots and steps that align with SPSS 23.0. You'll learn how to set up the software and organize your workflow, then delve deep into analysis to discover the power of SPSS capabilities. You'll discover the mechanics behind the calculations, perform predictive analysis, produce informative graphs, and maximize your data, even if it's been awhile since your last statistics class. SPSS is the leading statistical software for social sciences, marketing, health care, demography, government, education, data mining, and more. This powerful package gives you the tools you need to get more out of your data, and this book is your beginner-friendly guide to getting the most out of the software. Install and configure SPSS and learn the basics of how it works Master the process of getting data into SPSS and manipulating it to produce results See how to display data in dozens of different graphic formats to fit specific needs Make SPSS manufacture the numbers you want and take advantage of the many analysis options Discover ways to customize the SPSS interface and the look of your results, edit graphics and pivot tables, and program SPSS with Command Syntax Statistical analysis is crucial to so many industries, and accuracy and efficiency are crucial. SPSS offers you the capability to deliver, but you still must know how to take utmost advantage of the tools at your fingertips. SPSS Statistics For Dummies shows you how to handle data like a pro, with step-by-step instruction and expert advice.
- Sales Rank: #49265 in Books
- Published on: 2015-06-02
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .75" w x 7.40" l, .0 pounds
- Binding: Paperback
- 384 pages
From the Back Cover
Learn to:
- Configure SPSS to produce better results
- Get data into and out of SPSS
- Produce graphs that best display your data
- Extend SPSS with programming options
Need to use SPSS Statistics? Feel lost? Worry no more—here's your complete, plain-English guide!
If you work in a field that uses SPSS Statistics, you may have found it a little overwhelming. This fully updated book is the answer! These clear, easy-to-follow instructions get you up and running and show you to how to get the most from SPSS and your data. Learn to perform predictive analysis, interpret data with graphs, and more — no math required!
- Lay the groundwork — install and configure SPSS and learn the basics of how it works
- Data in, data out — master the process of getting data into SPSS and manipulating it to produce results
- Get graphic — see how to display data in dozens of different graphic formats to fit specific needs
- Amazing analysis — make SPSS manufacture the numbers you want and take advantage of the many analysis options
- Make it your own — discover ways to customize the SPSS interface and the look of your results, edit graphics and pivot tables, and program SPSS with Command Syntax
Visit the companion website at www.dummies.com/go/spssstatistics to find articles and files that illustrate specific capabilities of SPSS, designed especially for this book.
Open the book and find:
- Step-by-step procedures that show how SPSS works
- What you need to know about entering data
- Ways to create new variables
- Steps for building great graphs
- Advice on analyzing different types of data
- How to create customized results
- Tips on making SPSS do your bidding
- Cool SPSS add-ons
About the Author
Keith McCormick is an independent predictive analytics consultant, speaker, trainer, and author. Keith is the lead author of the IBM SPSS Modeler Cookbook. Jesus Salcedo is QueBIT's Director of Advanced Analytics Training and the former SPSS Curriculum Team Lead for IBM. Both have done extensive SPSS training. Aaron Poh is a business analyst supporting IT strategy, enterprise architecture, and analytics at Booz Allen Hamilton and serves as a director at the Institute for Supply Management–Northern Virginia.
Most helpful customer reviews
23 of 23 people found the following review helpful.
Solid stuff from legit expert authors
By Meta S. Brown
First, let’s be clear about the subject of this book. It’s a primer on the product that is now officially called “IBM SPSS Statistics,” and which is usually known as just “SPSS” (and that’s what I’m going to call it for the rest of this review). Don’t confuse it, as many people do, with other “IBM SPSS” products.
Despite the name, this book isn’t all about statistics. A significant portion of the book discusses statistical analysis and how it is done with this particular software, but that’s not the primary focus.
The real subject of the book is the ins and outs of using the software. Statistical analysis is there, yes. And so are many other fundamental skills ranging from installing the software and navigating the graphic user interface to data manipulation to programming and automation. These skills are neglected by most people who pick up the product on their own, and that’s a shame, because if you don’t know this stuff you can waste a heap of time, and get a lot less than the full value of SPSS.
Let me explain where I’m coming from. I was an employee of SPSS (the company) for 13 years, where I taught both basic and advanced SPSS classes (among other things). I’ve written books on statistics and data mining, and loads of training and marketing materials for SPSS (the product). And I’ve read a lot, and I mean a LOT, of books on this subject.
The title says “3rd edition,” but this is not a rehash of earlier editions. It’s a fresh new book, with new and expert authors. I can vouch for the credentials of the primary authors, Keith McCormick and Jesus Salcedo. Keith McCormick has been an SPSS consultant and trainer for more than a decade. He’s the primary author of “IBM SPSS Modeler Cookbook,” an advanced-level book about another IBM product line (I am one of the coauthors of that book). Jesus Salcedo leads analytics training at an IBM partner company, and he was a member of the IBM training staff, and also the staff of SPSS before it was acquired by IBM.
If you’ve never touched SPSS before, this is a good book to get you started. It starts from the very beginning, with software installation, and works methodically through the operational skills that give you control and efficiency. It explains the various windows and menus, the purpose of each and how to make the most of them. It covers the ins and outs of working with data in SPSS, and that includes many useful techniques that you will not find in spreadsheets or most other data analysis tools. It discusses use of SPSS syntax and other programming options that provide fine control and automation for your work.
The book is organized into 8 parts:
1. Getting Started with SPSS. This is the introduction. It tells about what SPSS is and how to install it, then walks through a sample statistical analysis example.
2. Getting Data in and out of SPSS. Not just data import and export, but also how data is defined in SPSS, and what that means to you.
3. Messing with Data in SPSS. Data transformation and manipulation. File manipulation. This section explains time and aggravation savers that many people miss.
4. Graphing Data. Explains graphics options from the menu and chart editor.
5. Analyzing Data. Covers the mechanics of techniques ranging from basic descriptive statistics (like sums and means) to testing hypotheses such as comparing means of groups (think chi-square, t-test and Analysis of Variance) to linear regression. The range of methods included is about the same as you’d find in an introductory college statistics class. Along with the step-by-step, the authors have included some explanatory material for each technique. It’s brief, solid stuff. (This section runs about 60 pages.)
6. Making SPSS Your Own. This goes into detail on controlling product settings. It also gives more depth on editing charts and tables and creating chart templates.
7. Programming SPSS with Command Syntax. How to get started using SPSS syntax, the programming language behind the menus.
8. The Part of Tens. Explains the family of add-on modules for SPSS, plus learning resources and inspiration for further developing your skills.
9. There’s a glossary, too.
You may not need every capability that is covered in this book immediately, but it’s important that you be aware of them. I have seen firsthand that people who are not introduced to the range of options available often end up wasting time and having a bad experience down the road.
This book covers about the same range of topics as SPSS clients got in a full seven-day sequence of live training. I’m a believer in live training, and encourage everyone to get good training if you can. But if you’re a good self-trainer and prefer to study on your own, can’t get to a class, or want a good reference to help you make the most of what you’ve learned in class, this is the book to get.
(And to all the teachers out there who’ve asked me about textbooks: here it is folks.)
2 of 2 people found the following review helpful.
Four Stars
By karalto
Helpful to the novice!
2 of 2 people found the following review helpful.
Five Stars
By Katina Robertson
Very helpful.
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