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.
✔ Author(s): Mine Çetinkaya-Rundel,Johanna Hardin
✔ Title: Introduction to Modern Statistics
✔ Rating : 4.8 out of 5 base on (40 reviews)
✔ ISBN-10: 1943450145
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about Introduction to Modern Statistics by Mine Çetinkaya-Rundel
Reeve Adams
Get lost in a fantastical realm where magic and adventure await at every turn. The author's imaginative world-building and captivating narrative draw you in from the start. Engaging characters and thrilling quests make for an exciting read. The plot twists and turns keep you hooked until the very end. It's a book that sparks the imagination and takes you on a wild ride. Perfect for fans of fantasy.
Rosanagh Barrett
Delve into a dystopian world where survival hinges on ingenuity and courage. The author's vivid descriptions and fast-paced narrative keep you on the edge of your seat. The protagonist's journey is filled with thrilling moments and unexpected twists. The world-building is detailed and immersive, creating a believable and haunting setting. It's a gripping tale that explores themes of power, resistance, and hope. Ideal for fans of dystopian fiction.
Juliana Sellers
Delve into the dark and twisted world of a psychological thriller that keeps you guessing. The author's masterful storytelling and complex characters create a gripping narrative. Each plot twist is meticulously crafted, adding to the suspense. The tension builds with each chapter, making it impossible to put down. It's a chilling and captivating read that explores the depths of the human psyche. Perfect for fans of psychological suspense.
Mysterious Messenger, The, The Best American Food Writing 2023, Hatchamob: Book 4 – Pixel Ate, 20 Day Sex Challenge For Couples: Ignite Intimacy In Your Marriage Through Conversation, Romance, And Sexuality In This Couples Workbook (Marriage Workbook Challenges), The Second Coming of the KKK: The Ku Klux Klan of the 1920s and the American Political Tradition, Michelin Green Guide Portugal Madeira The Azores: Travel Guide, Trauma and Recovery, Move Fast and Break Things: How Facebook, Google, and Amazon Cornered Culture and Undermined Democracy, Beyond the Veil: The no-nonsense guide to spiritual & psychic development, New Digital Worlds: Postcolonial Digital Humanities in Theory, Praxis, and Pedagogy,