Description: Doing Data Science in R : An Introduction for Social Scientists, Hardcover by Andrews, Mark, ISBN 1526486768, ISBN-13 9781526486769, Brand New, Free shipping in the US
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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End Time: 2024-12-03T03:26:47.000Z
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Book Title: Doing Data Science in R : An Introduction for Social Scientists
Number of Pages: 640 Pages
Language: English
Publication Name: Doing Data Science in R : an Introduction for Social Scientists
Publisher: SAGE Publications, The Limited
Subject: Methodology, General, Research, Statistics
Publication Year: 2021
Type: Textbook
Item Weight: 42.8 Oz
Subject Area: Mathematics, Social Science
Author: Mark Andrews
Item Length: 9.5 in
Item Width: 6.7 in
Format: Hardcover
