Data Analysis with SPSS for Survey-based Research
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Beschreibung
This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data.
Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data.
This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data.
Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data.
Indicates which statistical tests are most appropriate for different stages of data analysis Provides datasets for each statistical test for readers to experiment with Includes a dedicated chapter dealing with preliminary data analysis (PDA), a critical stage many existing books ignore
Autor*in
Saiyidi Mat Roni
Themen in »Data Analysis with SPSS for Survey-based Research«
SPSS data analysis latent variable analysis regression analysis multiple regression multivariate analysis analysis of variance analysis of covariance factor analysis ANOVA ANCOVA non-response bias monotones hierarchical regression t-test