Basic Statistics With R
  • Release Date : 15 July 2021
  • Publisher : Academic Press
  • Categories : Mathematics
  • Pages : 304 pages
  • ISBN 13 : 0128207884
  • ISBN 10 : 9780128207888
Score: 4
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Synopsis : Basic Statistics With R written by Stephen C. Loftus, published by Academic Press which was released on 15 July 2021. Download Basic Statistics With R Books now! Available in PDF, EPUB, Mobi Format. 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 interest Evolves from basic problems that can be worked by hand, to elementary use of opensource R software Offers a direct, clear approach highlighted by useful visuals and examples

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