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Auteur Stephen C. LOFTUS |
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Basic Statistics with R : Reaching Decisions with Data / Stephen C. LOFTUS / ELSEVIER SCIENCE (2021)
Titre : Basic Statistics with R : Reaching Decisions with Data Type de document : e-book Auteurs : Stephen C. LOFTUS Editeur : ELSEVIER SCIENCE Année de publication : 2021 ISBN/ISSN/EAN : 9780128207888 Note générale : copyrighted Langues : Anglais (eng) Résumé : Basic Statistics with R: Reaching Decisions with Data provides an understanding of the processes at work in using data for results. Sections cover data collection and discuss exploratory analyses, including visual graphs, numerical summaries, and relationships between variables - basic probability, and statistical inference - including hypothesis testing and confidence intervals. All topics are taught using real-data drawn from various fields, 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 the elementary use of opensource R software Offers a direct, clear approach highlighted by useful visuals and examples Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88930562 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=549913
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