Elementary Statistics: A Guide to Data Analysis Using R

Glenn Griesinger, Nancy; Vrinceanu, Daniel; Jackson, Monica C

ISBN 13: 9798823301817

Editore: Cognella Academic Publishing, 2022

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Dati bibliografici

• Titolo: Elementary Statistics: A Guide to Data Analysis Using R
• Editore: Cognella Academic Publishing
• Data di pubblicazione: 2022
• Lingua: Inglese
• ISBN 13: 9798823301817
• Rilegatura: Rilegato
• Condizione: New

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Riassunto

Elementary Statistics: A Guide to Data Analysis Using R provides students with an introduction to both the field of statistics and R, one of the most widely used languages for statistical computing, analysis, and graphing in a variety of fields, including the sciences, finance, banking, health care, e-commerce, and marketing.

Part I provides an overview of both statistics and R. Part II focuses on descriptive statistics and probability. In Part III, students learn about discrete and continuous probability distributions with chapters addressing probability distributions, binominal probability distributions, and normal probability distributions. Part IV speaks to statistical inference with content covering confidence intervals, hypothesis testing, chi-square tests and F-distributions. The final part explores additional statistical inference and assumptions, including correlation, regression, and nonparametric statistics. Helpful appendices provide students with an index of terminology, an index of applications, a glossary of symbols, and a guide to the most common R commands.

Elementary Statistics is an ideal resource for introductory courses in undergraduate statistics, graduate statistics, and data analysis across the disciplines.

Nancy L. Glenn Griesinger is a tenured professor of mathematics and the founder and CEO of Mobile Math, LLC. She has taught statistics and mathematics for 20 years at universities in Texas, South Carolina, and California. She holds a Ph.D. in statistics from Rice University.

Daniel Vrinceanu is a tenured professor of physics at Texas Southern University. He holds a Ph.D. in theoretical atomic physics from the Georgia Institute of Technology.

Monica C. Jackson is the deputy provost and dean of faculty at American University. She is also a tenured professor of mathematics and statistics. She holds a Ph.D. in applied mathematics and scientific computation from the University of Maryland, College Park.

William C. Howell is a professorial lecturer in the Department of Mathematics and Statistics at American University. He holds a Ph.D. in applied mathematics and scientific computing from the University of Maryland, College Park.