Introduction to Modern Statistics
Ã?etinkaya-Rundel, Mine, Hardin, Johanna
Language: English
Published by OpenIntro, Inc., 2024
- Softcover
- Used
Seller: Better World Books, Mishawaka, IN, U.S.A.Better World Books
AbeBooks seller since August 3, 2006
Condition: Used - Very good
£ 14.46
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Pages intact with possible writing/highlighting. Binding strong with minor wear. Dust jackets/supplements may not be included. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good.
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- Title
- Introduction to Modern Statistics
- Author
- Ã?etinkaya-Rundel, Mine, Hardin, Johanna
- Publisher
- OpenIntro, Inc.
- Publication year
- 2024
- Condition
- Very Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1943450277
- ISBN 13
- 9781943450275
- Item weight
- 2.62 pounds
- Dimensions
- N/A
Introduction to Modern Statistics is a re-imagining of a previous title, Introduction to Statistics with Randomization and Simulation. The new book puts a heavy emphasis on exploratory data analysis (specifically exploring multivariate relationships using visualization, summarization, and descriptive models) and provides a thorough discussion of simulation-based inference using randomization and bootstrapping, followed by a presentation of the related Central Limit Theorem based approaches. Other highlights include:
Web native book. The online book is available in HTML, which offers easy navigation and searchability in the browser. The book is built with the bookdown package and the source code to reproduce the book can be found on GitHub. Along with the bookdown site, this book is also available as a PDF and in paperback.
Tutorials. While the main text of the book is agnostic to statistical software and computing language, each part features 4-8 interactive R tutorials (for a total of 32 tutorials) that walk you through the implementation of the part content in R with the tidyverse for data wrangling and visualisation and the tidyverse-friendly infer package for inference. The self-paced and interactive R tutorials were developed using the learnr R package, and only an internet browser is needed to complete them.
Labs. Each part also features 1-2 R based labs. The labs consist of data analysis case studies and they also make heavy use of the tidyverse and infer packages.
Datasets. Datasets used in the book are marked with a link to where you can find the raw data. The majority of these point to the openintro package. You can install the openintro package from CRAN or get the development version on GitHub.
"Synopsis" may belong to another edition of this title.
Better World Books
Mishawaka, IN, U.S.A.
AbeBooks seller since August 3, 2006
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Better World Books (https://www.BetterWorldBooks.com) is a for-profit, socially conscious business and a global online bookseller that collects and sells new and used books online, matching each purchase with a book donation. Each sale generates funds for literacy and education initiatives in the U.S., the UK, and around the world. Since its launch in 2003, Better World Books has raised $33 million for libraries and literacy, donated over 32 million books, and reused or recycled more than 397 million books.…
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