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Introduction to Modern Statistics

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. The second edition of IMS has updated datasets, additional exercises, a new application for chapter 3, and updated text and code to reflect changes in best practices. You can access the full PDF by clicking the Read Free Sample button at the PDF link.

Author

Mine Çetinkaya-Rundel; Jo Hardin

Publisher

OpenIntro

Year

2024

Source

Open Textbook Library

License

CC BY-SA

Language

EN

Category

Basic Sciences