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Doing Data Science in R : An Introduction for Social Scientists

By: (Author) Mark Andrews

Manufactured on Demand
Delivery in 27 days

Ksh 28,600.00

Format: Hardback or Cased Book

ISBN-10: 1526486768

ISBN-13: 9781526486769

Publisher: Sage Publications Ltd

Imprint: Sage Publications Ltd

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Mar 31st, 2021

Print length: 640 Pages

Weight: 1,220 grams

Product Classification: Research methods: general

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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.

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 requires
  • Explores the foundations of data science and breaks down the processes involved, focusing on the link between data science and practical social science skills
  • Introduces 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 software
  • Provides examples and datasets from different disciplines and locations demonstrate the widespread relevance, possible applications, and impact of data science across the social sciences.

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