Data Analytics and Statistics - McDougall, Andrew
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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…mehr

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Produktbeschreibung
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.
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Autorenporträt
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.