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Illustrating Statistical Procedures: Finding Meaning in Quantitative Data
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Catalogue Information
Field name
Details
Dewey Class
519.5
Title
Illustrating Statistical Procedures: Finding Meaning in Quantitative Data ([EBook]) / by Ray W. Cooksey.
Author
Cooksey, Ray W.
Other name(s)
SpringerLink (Online service)
Edition statement
3rd ed. 2020.
Publication
Singapore : : Springer Singapore : : Imprint: Springer, , 2020.
Physical Details
XXV, 737 p. 228 illus., 75 illus. in color. : online resource.
ISBN
9789811525377
Summary Note
This book occupies a unique position in the field of statistical analysis in the behavioural and social sciences in that it targets learners who would benefit from learning more conceptually and less computationally about statistical procedures and the software packages that can be used to implement them. This book provides a comprehensive overview of this important research skill domain with an emphasis on visual support for learning and better understanding. The primary focus is on fundamental concepts, procedures and interpretations of statistical analyses within a single broad illustrative research context. The book covers a wide range of descriptive, correlational and inferential statistical procedures as well as more advanced procedures not typically covered in introductory and intermediate statistical texts. It is an ideal reference for postgraduate students as well as for researchers seeking to broaden their conceptual exposure to what is possible in statistical analysis.:
Contents note
Introduction -- Chapter 1: The logic and language of statistical analysis Reference -- Chapter 2: Measurement issues in quantitative research -- Chapter 3: Computer programs for analysing quantitative data -- Chapter 4: Example research context aand quantitative data set -- Chapter 5: Descriptive statistics for summarising data -- Chapter 6: Correlational statistics for characterising relationships -- Chapter 7: Inferential statistics for hypothesis testing relationships -- Chapter 8: Other commonly-used statistical procedures relationships -- Chapter 9: Specialised statistical procedures -- Appendices -- Index.
Mode of acces to digital resource
Digital book. Cham Springer Nature 2020. - Mode of access: World Wide Web. System requirements: Internet Explorer 6.0 (or higher) or Firefox 2.0 (or higher). Available as searchable text in PDF format
System details note
- Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
https://doi.org/10.1007/978-981-15-2537-7
Links to Related Works
Subject References:
Big Data
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Big Data/Analytics
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Data mining
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Data Mining and Knowledge Discovery
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Database Management
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Management information systems
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Software Management
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Statistical Theory and Methods
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Statistics
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Authors:
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Cooksey, Ray W.
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SpringerLink (Online service)
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Classification:
519.5
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