Doing Data Science in R:An Introduction for Social Scientists


Doing Data Science in R:An Introduction for Social Scientists
by:Mark Andrews
Publisher Finelybook 出版社:SAGE Publications Ltd; 1st edition (May 10,2021)
Language 语言:English
pages 页数:640 pages
ISBN-10 书号:1526486776
ISBN-13 书号:9781526486776

Book Description
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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