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  • Book Overview & Buying Data Analysis with IBM SPSS Statistics
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Data Analysis with IBM SPSS Statistics

Data Analysis with IBM SPSS Statistics

By : Ken Stehlik-Barry, Anthony Babinec
4.9 (7)
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Data Analysis with IBM SPSS Statistics

Data Analysis with IBM SPSS Statistics

4.9 (7)
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)
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4
Dealing with Missing Data and Outliers
10
Crosstabulation Patterns for Categorical Data

Visually Exploring the Data

In the two preceding chapters, you saw examples of graphs used to provide visual insights regarding patterns in the data. The box and whisker plots in Chapter 3, Statistics for Individual Data Elements and Chapter 4, Dealing with Missing Data and Outliers, made it easy to see how many outliers were present in the data. The scatterplot in Chapter 4, Dealing with Missing Data and Outliers, singled out the multivariate outliers quite readily.

This chapter will look at graphs in more detail, both in terms of what is available in SPSS and how graphs can be modified to enhance your ability to see the key patterns in the data.

At the outset, it is worth distinguishing between graphs created to enable the analytical process of data discovery and presentation graphics designed to communicate the findings to a broader audience. The initial focus will be on using...

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Data Analysis with IBM SPSS Statistics
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