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9781526486776: Doing Data Science in R: An Introduction for Social Scientists
  • PublisherSAGE Publications Ltd
  • Publication date2021
  • ISBN 10 1526486776
  • ISBN 13 9781526486776
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages640

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Paperback. Condition: new. Paperback. This approachable introduction to doing data science in R provides step-by-step advice on using the tools and statistical methods to carry out data analysis. Introducing the fundamentals of data science and R before moving into more advanced topics like Multilevel Models and Probabilistic Modelling with Stan, it builds knowledge and skills gradually. This book: Focuses on providing practical guidance for all aspects, helping readers get to grips with the tools, software, and statistical methods needed to provide the right type and level of analysis their data requiresExplores the foundations of data science and breaks down the processes involved, focusing on the link between data science and practical social science skillsIntroduces R at the outset and includes extensive worked examples and R code every step of the way, ensuring students see the value of R and its connection to methods while providing hands-on practice in the softwareProvides examples and datasets from different disciplines and locations demonstrate the widespread relevance, possible applications, and impact of data science across the social sciences. This approachable introduction to doing data science in R provides step-by-step advice on using data science tools and statistical methods to carry out data analysis. Introducing the fundamentals of data science and R before moving into more advanced topics like Multilevel Models and Probabilistic Modelling with Stan, it builds knowledge and skills gradually. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781526486776

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