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An Introduction to Statistical Inference and Its Applications with R (Chapman & Hall/CRC Texts in Statistical Science) - Tapa blanda

Trosset, Michael W.

 
9781032477725: An Introduction to Statistical Inference and Its Applications with R (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 1032477725 ISBN 13: 9781032477725
Editorial: Chapman and Hall/CRC, 2023

Sinopsis

Emphasizing concepts rather than recipes, An Introduction to Statistical Inference and Its Applications with R provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples―not to perform entire analyses.

After discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference.

Focusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data.

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Acerca del autor

Michael W. Trosset is Professor of Statistics and Director of the Indiana Statistical Consulting Center at Indiana University.

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Editorial
Chapman and Hall/CRC
Año de publicación
2023
Idioma
Inglés
ISBN 10 
1032477725
ISBN 13 
9781032477725
Encuadernación
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Número de edición
1
Número de páginas
496
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781584889472: An Introduction to Statistical Inference and Its Applications with R: 81 (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  1584889470 ISBN 13:  9781584889472
Editorial: Chapman and Hall/CRC, 2011
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