Data Analysis with IBM SPSS Statistics

Master data management & analysis techniques with IBM SPSS Statistics 24About This BookLeverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your dataChoose the right statistical technique to analyze different types of data and build efficient models from your data with easeOvercome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricksWho This Book Is ForThis 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 LearnInstall and set up SPSS to create a working environment for analyticsTechniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing dataHow to import different kinds of data and work with itOrganize 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 relationshipsLeverage the offerings to draw accurate insights from your research, and benefit your decision-makingIn DetailSPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical