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Statistics Using R

An Integrative Approach

«'… a good, comprehensive textbook in introductory statistics in R. It would be a good resource to teach students without a strong mathematical background about introductory statistics using base R.' Lauren Kennedy, Economic Record»

Using numerous examples with real data, this textbook closely integrates the learning of statistics with the learning of R. It is suitable for introductory-level learners, allows for curriculum flexibility, and includes, as an online resource, R-code script files for all examples and figures included in each chapter, for students to learn from and adapt and use in their future data analytic work. Les mer

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Using numerous examples with real data, this textbook closely integrates the learning of statistics with the learning of R. It is suitable for introductory-level learners, allows for curriculum flexibility, and includes, as an online resource, R-code script files for all examples and figures included in each chapter, for students to learn from and adapt and use in their future data analytic work. Other unique features created specifically for this textbook include an online R tutorial that introduces readers to data frames and other basic elements of the R architecture, and a CRAN library of datasets and functions that is used throughout the book. Essential topics often overlooked in other introductory texts, such as data management, are covered. The textbook includes online solutions to all end-of-chapter exercises and PowerPoint slides for all chapters as additional resources, and is suitable for those who do not have a strong background in mathematics.

Detaljer

Forlag
Cambridge University Press
Innbinding
Paperback
Språk
Engelsk
ISBN
9781108719148
Utgivelsesår
2020
Format
20 x 25 cm

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«'… a good, comprehensive textbook in introductory statistics in R. It would be a good resource to teach students without a strong mathematical background about introductory statistics using base R.' Lauren Kennedy, Economic Record»

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