Okello G.O. Statistical Methods Using SPSS

Chapman and Hall/CRC, 2024. — 204 p.Statistical Methods Using SPSS provides a practical approach to a better understanding of the advanced statistical concepts that are applied in business, economics, epidemiology, public health, agriculture, and other areas of data analytics. Advanced statistical methods or advanced statistical techniques for analyzing data arise because of the complex nature of data sets that cannot be analyzed using the basic or the usual and common analytical techniques. This book describes more advanced statistical methods, offering a modern approach by introducing the advanced statistical concepts, before showing the application of these concepts in real-world examples with the application of SPSS statistical software.This book is useful in explaining advanced statistical analysis techniques to postgraduate students, doctoral students, and researchers. It is also a useful reference for students and researchers who require further guidance in advanced data analysis and is designed for those with basic statistical knowledge. Exercises are also included at the end of each chapter to aid in the understanding of the statistical analysis techniques explained in the book.Key features:there are many topics on advanced statistical techniques, a provision of theoretical statistical concepts, there is a step-by-step guide for the different statistical analysis techniques being done using SPSS, there is a variety of data set examples to help explain the different statistical concepts, and there is a practical application of the statistical concepts in SPSS.Introduction to Advanced Statistical Techniques.
Multivariate Analysis Using SPSS.
Survival Analysis Using SPSS.
Advanced Time Series Analysis.
Generalized Linear Models (GLMs).
Multilevel Modeling.
Longitudinal/Panel Data Analysis.
Structural Equation Modeling.
Analyzing Spatial Data Using SPSS.