02642nam#a2200481 4500 000728567 VST 20251213202941.0 20240903120211.0 m o d cr#un# uucau 210329s2021 xxk o 00 0 eng d NEZPRACOVANÝ IMPORT 9781529752700 (ebook) 9781526486776 (book) VST eng VST VST SOC024000 bisacsh SOC027000 bisacsh SOC019000 bisacsh PSY032000 bisacsh GPS bicssc Andrews, Mark author Doing Data Science in R : An Introduction for Social Scientists/ Mark Andrews. First edition London : SAGE Publications, Ltd. (UK), 2021. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier 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. elektronické knihy fd186907 czenas electronic books eczenas Social Science/Research Social Science/Statistics Social Science/Methodology Psychology/Statistics Book version: Doing Data Science in R 9781526486776 https://zdroje.vse.cz/login?url=https://resolver.vitalsource.com/9781529752700 Plný text SAGE EB NEPOSILAT EB