Foundations and Applications of Statistics : An Introduction Using R

Pruim, Randall

ISBN 10: 1470428482 / ISBN 13: 9781470428488

Editore: American Mathematical Society, 2018

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Dati bibliografici

• Titolo: Foundations and Applications of Statistics : An Introduction Using R
• Editore: American Mathematical Society
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1470428482
• ISBN 13: 9781470428488
• Rilegatura: Rilegato
• Edizione: seconda edizione
• Condizione: As New

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Riassunto

Pruim introduces the foundations and applications of statistics to upper-level undergraduate students. His general approach is probability for statistics rather than probability first then statistics, so he discusses statistical ideas even as he is introducing the probability necessary to support them. He uses the R software package throughout as a computational tool both for performing analyses in applications and for exploring the foundational material. His topics are what statistics is, data, probability and random variables, continuous distributions, parameter estimation and testing, likelihood, introduction to linear models, and more linear models. Annotation ©2018 Ringgold, Inc., Portland, OR (protoview.com)