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

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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

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