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

SPSS Statistics commands to merge files

For a one-to-one merge, use MATCH FILES. The basic general form is as follows:

MATCH FILES FILE=file1/FILE=file2/BY key_variable

While this example is for two files, MATCH FILES can merge up to 50 files at a time. MATCH FILES can perform a parallel match in which records from each file align sequentially. MATCH FILES can also perform a nonparallel match in which records are matched when key variables are equal.

Note that there are additional subcommands and features documented in IBM SPSS Statistics Help. You can keep variables, drop variables, rename variables, and produce a variable map, among other things.

In order for MATCH FILES to work correctly, all source files must be sorted in ascending order on the key variables. As MATCH FILES is not a procedure, you must follow it with either a procedure or the EXECUTE command.

For a one-to...