Data Analytics and Statistics
(First Edition)
©2025, 208 pages
Paperback list price: $96.95
Cognella Direct Ebook: $81.95
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Data Analytics and Statistics provides students with a comprehensive survey of the field, equipping them with the knowledge they need to understand and apply statistics across a broad spectrum of disciplines. Featuring a highly practical approach, the text guides students through the process of statistical analysis utilizing the software JMP and unique datasets.
The opening chapter provides readers with an introduction to the book’s approach, three examples of scientific studies, and advice on how to correct a dataset and enter it into JMP or SPSS. Additional chapters explore data types, how to look at data, and probability. Students learn about correlation and simple linear regression, categorical analysis, sampling distributions, and inference. Closing chapters address data analytics and ANOVA. Helpful appendices provide students with software notes and statistical tables.
Designed to supply students with essential foundational knowledge, Data Analytics and Statistics is an ideal textbook for any course with emphasis on the development and interpretation of statistical data.
The opening chapter provides readers with an introduction to the book’s approach, three examples of scientific studies, and advice on how to correct a dataset and enter it into JMP or SPSS. Additional chapters explore data types, how to look at data, and probability. Students learn about correlation and simple linear regression, categorical analysis, sampling distributions, and inference. Closing chapters address data analytics and ANOVA. Helpful appendices provide students with software notes and statistical tables.
Designed to supply students with essential foundational knowledge, Data Analytics and Statistics is an ideal textbook for any course with emphasis on the development and interpretation of statistical data.
Andrew McDougall has been the director of the Statistical Consulting Center at Montclair State University since 1997. In this role, he is responsible for all consulting activities conducted through the SCP on reach projects by MSU faculty, staff, and graduate students. Dr. McDougall’s research interests include time series analysis, data analysis, and dynamical graphics. He is the coauthor (with Javier Cabrera) of Statistical Consulting. Dr. McDougall holds a Ph.D. from the Australian National University and M.Sc. and B.Sc. degrees from the University of Auckland.
Formats and Bulk Order Pricing for Confirmed Adoptions
Publisher Direct Versions — Available through the Cognella Student Store for confirmed adoptions |
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$81.95
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Publisher Direct Ebook | Publisher Direct ebooks are available in your Cognella account immediately after purchase and provide access for 180 days. Our ebooks run on VitalSource and RedShelf with perpetual/annual options available. |
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$88.95
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Publisher Direct Paperback | These special, discounted paperback editions are sold exclusively through the Cognella Student Store (store.cognella.com) for confirmed adoptions. They are not available through other retailers. The books are printed on demand, do not have an ISBN, and are not intended for resale, which results in savings we pass along to students. Most Publisher Direct Paperbacks also come with free, immediate access to the first 30% of the ebook and shipping included. |
Higher Education Bookstore Pricing — These suggested retail prices include a total projected mark-up of 25% |
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Ebook 979-8-8233-7692-1 |
We partner with VitalSource, Kortext, and RedShelf to provide day-one access to students through campus bookstores. Bookstores and these vendors share in the total projected mark-up. Learn more about Inclusive Access at cognella.com/inclusive-access. Contact us for details. |
| $96.95 | Paperback 979-8-8233-3819-6 |
Standard paperback version. Contact us for course adoptions; also available for individual purchase through national wholesalers and retailers — and from our website directly — see Purchase button above. |
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