REASONING WITH DATA

Name: REASONING WITH DATA
Brand: T&F
SKU: 9781462530267
Price: 3650.0 INR
Availability: InStock

by Jeffrey.M.Stanton

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ISBN13: 9781462530267
Binding: Paperback
Subject: Mathematics and Statistics
Publisher: T&F
Publisher Imprint: Guilford
Publication Date: January 1, 2017
Pages: 325
Original Price: GBP 44.99
Language: English
Edition: N/A
Item Weight: 545 grams
BISAC Subject(s): Research, Probability & Statistics / General, and Mathematical & Statistical Software

About The Book

Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout the text, simple commands in R demonstrate essential data analysis skills using real-data examples. The companion website provides annotated R code for the book's examples, in-class exercises, teaching notes, and slide decks.

Pedagogical Features
*Playful, conversational style and gradual approach; suitable for students without strong math backgrounds.
*End-of-chapter exercises based on real data supplied in the free R package.
*Technical explanation and equation/output boxes.
*Appendices on how to install R and work with the sample datasets.

About The Author

Jeffrey M. Stanton, PhD, is Associate Provost for Academic Affairs and Professor in the School of Information Studies at Syracuse University. Dr. Stanton's interests center on research methods, psychometrics, and statistics, with a particular focus on self-report techniques, such as surveys. He has conducted research on a variety of substantive topics in organizational psychology, including the interactions of people and technology in institutional contexts. He is the author of numerous scholarly articles and several books, including Information Nation: Education and Careers in the Emerging Information Professions and The Visible Employee: Using Workplace Monitoring and Surveillance to Protect Information Assets--Without Compromising Employee Privacy or Trust. Dr. Stanton's background also includes more than a decade of experience in business, both in established firms and startup companies.

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