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Biostatistics with R | An Introduction to Statistics Through Biological Data | Babak Shahbaba | Taschenbuch | Use R! | Paperback | XVI | Englisch | 2011 | Springer US | EAN 9781461413011 - Livres de poche

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Biostatistics with R: An Introduction to Statistics Through Biological Data (Use R!) - Livres de poche

2011, ISBN: 9781461413011

Springer, Taschenbuch, Auflage: 2012, 368 Seiten, Publiziert: 2011-12-14T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 73 Illustrations, color; 89 Illustration, 1.24 kg, Medizin, Katego… Plus…

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Biostatistics with R: An Introduction to Statistics Through Biological Data Babak Shahbaba Author

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language. 

Informations détaillées sur le livre - Biostatistics with R: An Introduction to Statistics Through Biological Data Babak Shahbaba Author


EAN (ISBN-13): 9781461413011
ISBN (ISBN-10): 146141301X
Version reliée
Livre de poche
Date de parution: 2012
Editeur: Springer New York Core >1 >T
368 Pages
Poids: 0,556 kg
Langue: Englisch

Livre dans la base de données depuis 2009-03-14T01:03:59+01:00 (Zurich)
Page de détail modifiée en dernier sur 2024-01-22T21:31:01+01:00 (Zurich)
ISBN/EAN: 146141301X

ISBN - Autres types d'écriture:
1-4614-1301-X, 978-1-4614-1301-1
Autres types d'écriture et termes associés:
Auteur du livre: baba
Titre du livre: statistics with, introduction


Données de l'éditeur

Auteur: Babak Shahbaba
Titre: Use R! Biostatistics with R - An Introduction to Statistics Through Biological Data
Editeur: Springer; Springer US
352 Pages
Date de parution: 2011-12-14
New York; NY; US
Imprimé / Fabriqué en
Langue: Anglais
85,59 € (DE)
87,99 € (AT)
94,50 CHF (CH)
POD
XVI, 352 p. 162 illus., 73 illus. in color.

BC; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Biostatistics; R applications; Biostatistics; EA

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation. The book explains basic statistical concepts with a simple yet rigorous language. The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided. Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander. A novel feature of this book is an introduction to Bayesian analysis.

This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools. The book is ideal for instructors of basic statistics for biologists and other health scientists. The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text.

Introduction.- Data Exploration.- Exploring Relationships.- Probability.- Random Variables and Probability Distribtions.- Estimation.- Hypothesis Testing.- Testing a Hypothesis on the Relatinoship Between Two Variables.- Analysis of Variance.- Analysis of Categorial Variables.- Regression Analysis.- Clustering.- Bayesian Analysis.

From the reviews:

“It presents the statistical concepts/methods starting with biological examples and leads the reader using R commands as guidelines. The author uses all opportunities to emphasize the close connection between statistics and other fields, making this textbook a good start for interdisciplinary studies. … written for a broad range of readers, from undergraduates to researchers, from readers with a strong statistical background who wish to understand how to approach biological data sets, to readers who wish to use statistical methods to mine for information.” (Irina Ioana Mohorianu, zbMATH, Vol. 1275, 2014)

International Statistical Review, 81, 3, 2013, Review by Carl M.O’Brien

Advanced

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language.  The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided.  Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander.  A novel feature of this book is an elementary introduction to the basic of Bayesian analysis.

This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools.  The book is ideal for instructors of basic statistics for biologists and other health scientists.  The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text. 


Discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools Topics are motivated by real examples Intended for a wide range of readers Includes supplementary material: sn.pub/extras

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