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Basic Statistics with R

Reaching Decisions with Data

Language EnglishEnglish
Book Paperback
Book Basic Statistics with R Stephen Loftus
Libristo code: 33437984
Publishers Elsevier Science Publishing Co Inc, June 2021
Basic Statistics with R: Reaching Decisions with Data, First Edition, provides readers with an under... Full description
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Basic Statistics with R: Reaching Decisions with Data, First Edition, provides readers with an understanding of the processes at work in using data for results. The work begins with data collection and discusses exploratory analyses - including visual graphs, numerical summaries, and relationships between variables - basic probability, and statistical inference - including hypothesis testing and confidence intervals. All of these topics are taught using real data drawn from various topics including economics, biology, political science, and sports. Using this wide variety of motivating examples allows students to directly connect and make Statistics essential to their field of interest, rather than seeing it as a separate and ancillary knowledge area. In addition to introducing students to statistical topics using real data, the book provides a gentle introduction to coding, having the students use the statistical language and software R. Students learn to load data, calculate summary statistics, create graphs, and do statistical inference using R with either Windows or Macintosh machines. Features real data to give students an engaging practice to connect with their areas of interestEvolves from basic problems that can be worked by hand, to elementary use of opensource R softwareOffers a direct, clear approach highlighted by useful visuals and examples

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About the book

Full name Basic Statistics with R
Language English
Binding Book - Paperback
Date of issue 2021
Number of pages 304
EAN 9780128207888
Libristo code 33437984
Weight 498
Dimensions 226 x 149 x 26
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