Introduction to Probability with R (Chapman & Hall/CRC Texts in Statistical Science) - Tapa blanda

Libro 15 de 139: Chapman & Hall/CRC Texts in Statistical Science

Baclawski, Kenneth

 
9781032477800: Introduction to Probability with R (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 1032477806 ISBN 13: 9781032477800
Editorial: Chapman and Hall/CRC, 2023

Sinopsis

Based on a popular course taught by the late Gian-Carlo Rota of MIT, with many new topics covered as well, Introduction to Probability with R presents R programs and animations to provide an intuitive yet rigorous understanding of how to model natural phenomena from a probabilistic point of view. Although the R programs are small in length, they are just as sophisticated and powerful as longer programs in other languages. This brevity makes it easy for students to become proficient in R.

This calculus-based introduction organizes the material around key themes. One of the most important themes centers on viewing probability as a way to look at the world, helping students think and reason probabilistically. The text also shows how to combine and link stochastic processes to form more complex processes that are better models of natural phenomena. In addition, it presents a unified treatment of transforms, such as Laplace, Fourier, and z; the foundations of fundamental stochastic processes using entropy and information; and an introduction to Markov chains from various viewpoints. Each chapter includes a short biographical note about a contributor to probability theory, exercises, and selected answers.

The book has an accompanying website with more information.

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Acerca del autor

Kenneth Baclawski

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Editorial
Chapman and Hall/CRC
Año de publicación
2023
Idioma
Inglés
ISBN 10 
1032477806
ISBN 13 
9781032477800
Encuadernación
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Número de edición
1
Número de páginas
380
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781420065213: Introduction to Probability with R (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  1420065211 ISBN 13:  9781420065213
Editorial: Chapman and Hall/CRC, 2008
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