Book Image

Data Analysis with IBM SPSS Statistics

By : Ken Stehlik-Barry, Anthony Babinec
Book Image

Data Analysis with IBM SPSS Statistics

By: Ken Stehlik-Barry, Anthony Babinec

Overview of this book

SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ease.
Table of Contents (17 chapters)
4
Dealing with Missing Data and Outliers
10
Crosstabulation Patterns for Categorical Data

The DO IF/ELSE IF command

The DO IF command is part of the SPSS syntax language, and it is a structure in that it must be accompanied by an END IF command further down in the syntax file. The help system provides an overview of this command along with examples as shown in the following screenshot. This feature provides a level of program control that can be very useful when dealing with situations that require more complex transformation logic:

In the customer satisfaction data, for example, each store may have its own unique characteristics in terms of customer demographics and competitive environment. Store managers may want to calculate satisfaction levels and product categories in a manner that reflects these factors.

The following DO IF example uses STORE to determine how departments should be grouped into core and convenience groups. Mean satisfaction is also calculated...