Introduction to Probability with R 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Kenneth Baclawski 作者

Chapman & Hall/CRC; 1 edition (January 24, 2008)

译者

2008 出版日期

380 页数

89.95 dollars 价格

Hardcover

丛书系列

9781420065213 图书编码

Introduction to Probability with R 在线电子书图书标签: 统计学科普数据处理 R

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Introduction to Probability with R 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

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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.

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