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Distinctive Features of This Book

Mastering SPSS: A Comprehensive Guide to Statistical Theory, Practical Application, and Clear Output Interpretation”

This is a concise and comprehensive book that thoroughly explores both the theory and practice regarding using statistics in research. Many excellent books deal with statistical theory, such as Gravetter & Wallnau (2014), Field (2017), and Stevens (1992). Likewise, some good books explain the practical use of SPSS to analyze the data in research projects. For example, (Pallant, 2020); Brace, Kemp & Sneglar, 2012). In a nutshell, some of these texts solely focus on the theory of SPSS, and others pay attention to the use of tests on a given data set.

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Key Highlights of this Book

Blends Statistical Theory and Practical Use of SPSS

This book combines both statistical theory and the practical application of SPSS, unlike other books that focus on one or the other.

Focus on Reading Outputs and Reporting According to APA

It specifically addresses how to interpret SPSS-generated outputs and report them in APA format, a gap that many other books do not cover.

Categorization of Inferential Statistics

The book provides a clear categorization of inferential statistics into groups like tests of association, difference, prediction, and nominal data, making it easier for beginners and advanced users to apply these tests.




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Frequently Asked Questions

What makes this book different from other SPSS guides?

This book blends statistical theory with practical SPSS application and focuses on reading SPSS outputs and reporting them in APA format.

How does the book simplify SPSS-generated tables?

The book highlights essential parts of SPSS tables in red, making them easier to understand for beginners.

Does the book include guidelines for reporting results?

Yes, it provides a general format for reporting the results of statistical tests, especially useful for theses, research reports, and research papers.

Can I access data files used in the book for practice?

Yes, all SPSS data files and questionnaires used in the book are available for download at https://statanalysis.co.

Does the book explain how to format tables according to APA style?

Yes, it offers detailed guidelines for presenting results and formatting tables according to APA format.

Is this book suitable for beginners in statistics and SPSS?

Absolutely! The content is designed to be straightforward, simple, and beginner-friendly.

What aspects of statistical analysis are covered in the book?

The book covers the complete process from research design to data entry, editing, and statistical testing, including descriptive and inferential statistics.

Are there examples of both parametric and non-parametric tests in the book?

Yes, the book categorizes statistical tests into parametric and non-parametric types, making it practical for real-world scenarios.

" From Data to Insights: Your Complete SPSS Companion "

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Authors

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Nasir Mahmood Ph.D

Allama Iqbal Open University, Islamabad, Pakistan

Email: mahsir1@yahoo.com
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Muhammad Yousaf Ph.D

University of Gujrat, Punjab, Pakistan

Email: yousafspeaks@gmail.com