Data Analysis with IBM SPSS Statistics: Implementing data modeling, descriptive statistics and ANOVA

Stehlik-Barry, Kenneth, Babinec, Anthony J.

ISBN 10: 178728381X / ISBN 13: 9781787283817

Published by Packt Publishing, 2017

About this Item

New. Seller Inventory # ERICA758178728381X5

Bibliographic Details

Title: Data Analysis with IBM SPSS Statistics: ...

Publisher: Packt Publishing

Publication Date: 2017

Binding: Paperback

Condition: New

Book Type: book

About this title

Synopsis:

Master data management & analysis techniques with IBM SPSS Statistics 24

About This Book

• Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data
• Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease
• Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks

Who This Book Is For

This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods.

What You Will Learn

• Install and set up SPSS to create a working environment for analytics
• Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data
• How to import different kinds of data and work with it
• Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data)
• Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations)
• Explore multivariate relationships
• Leverage the offerings to draw accurate insights from your research, and benefit your decision-making

In Detail

SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical

About the Author:

Kenneth Stehlik-Barry

Kenneth Stehlik-Barry, PhD, joined SPSS as Manager of Training in 1980 after using SPSS for his own research for several years. Working with others at SPSS, including Anthony Babinec, he developed a series of courses related to the use of SPSS and taught these courses to numerous SPSS users. He also managed the technical support and statistics groups at SPSS. Along with Norman Nie, the founder of SPSS and Jane Junn, a political scientist, he co-authored Education and Democratic Citizenship. Dr. Stehlik-Barry has used SPSS extensively to analyze data from SPSS and IBM customers to discover valuable patterns that can be used to address pertinent business issues. He received his PhD in Political Science from Northwestern University and currently teaches in the Masters of Science in Predictive Analytics program there.