Andrews, Mark

Doing Data Science in R: An Introduction for Social Scientists

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ISBN 13:
9781526486776
author:
Andrews, Mark
format:
Paperback / softback
publisher:
SAGE Publications Ltd
language:
English
Publication Year:
2021
Pages:
640
Dimensions:
24.2 x 17 x 3.3 centimeters (1.0
Genre:
Nonfiction, Social Sciences, Methodology,
Condition:
New
Availability:
Item usually sent within 4 working days
£61.36

Description

This introduction to doing data science in R provides step-by-step guidance on using the tools and statistical methods for data analysis. It starts with the fundamentals of data science and R, before moving on to more advanced topics like Multilevel Models and Probabilistic Modelling with Stan.

The book focuses on providing practical advice for all aspects of data analysis, helping readers get to grips with the tools, software, and statistical methods needed. It explores the foundations of data science and breaks down the processes involved, highlighting the link between data science and practical social science skills.

With R at the forefront, this book includes extensive worked examples and R code every step of the way. Examples and datasets from different disciplines demonstrate the widespread relevance and possible applications of data science across the social sciences.

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