Using R for Introductory Statistics

Using R for Introductory Statistics

The second edition of a bestselling textbook, Using R for Introductory Statistics guides students through the basics of R, helping them overcome the sometimes steep learning curve. The author does this by breaking the material down into small, task-oriented steps. The second edition maintains the features that made the first edition so popular, while updating data, examples, and changes to R in line with the current version. See What’s New in the Second Edition: Increased emphasis on more idiomatic R provides a grounding in the functionality of base R. Discussions of the use of RStudio helps new R users avoid as many pitfalls as possible. Use of knitr package makes code easier to read and therefore easier to reason about. Additional information on computer-intensive approaches motivates the traditional approach. Updated examples and data make the information current and topical. The book has an accompanying package, UsingR, available from CRAN, R’s repository of user-contributed packages. The package contains the data sets mentioned in the text (data(package="UsingR")), answers to selected problems (answers()), a few demonstrations (demo()), the errata (errata()), and sample code from the text. The topics of this text line up closely with traditional teaching progression; however, the book also highlights computer-intensive approaches to motivate the more traditional approach. The authors emphasize realistic data and examples and rely on visualization techniques to gather insight. They introduce statistics and R seamlessly, giving students the tools they need to use R and the information they need to navigate the sometimes complex world of statistical computing.


Author
Publisher CRC Press
Release Date
ISBN 1315360306
Pages 518 pages
Rating 4/5 (00 users)

More Books:

Using R for Introductory Statistics
Language: en
Pages: 518
Authors: John Verzani
Categories: Mathematics
Type: BOOK - Published: 2018-10-03 - Publisher: CRC Press

The second edition of a bestselling textbook, Using R for Introductory Statistics guides students through the basics of R, helping them overcome the sometimes s
Beginne R: Introductory Statistics Using R
Language: en
Pages:
Authors: Darrin Thomas
Categories: Education
Type: BOOK - Published: - Publisher: SuJinSoLa

Statistics is a challenging subject. Add to this the challenge of computer coding and many would be ready to give up. In this text, Darrin Thomas explains basic
Introductory Statistics with R
Language: en
Pages: 267
Authors: Peter Dalgaard
Categories: Mathematics
Type: BOOK - Published: 2002 - Publisher: Springer Science & Business Media

"This books provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics." -- Back co
A Concise Guide to Statistics
Language: en
Pages: 111
Authors: Hans-Michael Kaltenbach
Categories: Mathematics
Type: BOOK - Published: 2011-09-18 - Publisher: Springer Science & Business Media

The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapte
Applications in Statistical Computing
Language: en
Pages: 340
Authors: Nadja Bauer
Categories: Computers
Type: BOOK - Published: 2019-10-12 - Publisher: Springer Nature

This volume presents a selection of research papers on various topics at the interface of statistics and computer science. Emphasis is put on the practical appl
Project-Based R Companion to Introductory Statistics
Language: en
Pages: 169
Authors: Chelsea Myers
Categories: Mathematical statistics
Type: BOOK - Published: 2020-12-23 - Publisher: CRC Press

"One of the most difficult transitions students face when beginning a first "real" job after college is moving beyond solving the well-designed problems found i
Research Methods in Clinical Linguistics and Phonetics
Language: en
Pages: 338
Authors: Nicole Müller
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2012-11-05 - Publisher: John Wiley & Sons

The only volume to offer hands-on information about the wide range of research philosophies, methods and tools used across linguistics, phonetics, and speech sc
Introductory Statistics for the Life and Biomedical Sciences
Language: en
Pages: 472
Authors: Julie Vu
Categories:
Type: BOOK - Published: 2020-07-26 - Publisher:

Introduction to Statistics for the Life and Biomedical Sciences has been written to be used in conjunction with a set of self-paced learning labs. These labs gu
Probability and Statistics with R
Language: en
Pages: 700
Authors: Maria Dolores Ugarte
Categories: Mathematics
Type: BOOK - Published: 2008-04-11 - Publisher: Chapman and Hall/CRC

This book presents treatments of data analysis using parametric and nonparametyric techniques. It links statistical concepts with R procedures, anabling the app
Statistics for Microarrays
Language: en
Pages: 232
Authors: Ernst Wit
Categories: Mathematics
Type: BOOK - Published: 2004-07-23 - Publisher: John Wiley & Sons

Interest in microarrays has increased considerably in the last ten years. This increase in the use of microarray technology has led to the need for good standar