eBook: Handbook of Computational Social Science, Volume 2: Data Science, Statistical Modelling, and Machine Learning Methods (DRM PDF)
 
電子書格式: DRM PDF
作者: Uwe Engel, Anabel Quan-Haase, Sunny Xun Liu, Lars Lyberg 
系列: European Association of Methodology Series
分類: Research methods: general ,
Social research & statistics ,
Psychological testing & measurement ,
Social, group or collective psychology ,
Cognition & cognitive psychology ,
Neurosciences ,
Engineering: general ,
Ergonomics ,
Environmental science, engineering & technology ,
Artificial intelligence  
書城編號: 24823824


售價: $620.00

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製造商: Taylor and Francis
出版日期: 2021/11/10
頁數: 412
ISBN: 9781000448597
 
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商品簡介
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches.The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This second volume focuses on foundations and advances in data science, statistical modeling, and machine learning. It covers a range of key issues, including the management of big data in terms of record linkage, streaming, and missing data. Machine learning, agent-based and statistical modeling, as well as data quality in relation to digital trace and textual data, as well as probability, non-probability, and crowdsourced samples represent further foci. The volume not only makes major contributions to the consolidation of this growing research field, but also encourages growth into new directions.With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientific and engineering sectors.
European Association of Methodology Series

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Uwe Engel 作者作品表

Robots in Care and Everyday Life: Future, Ethics, Social Acceptance (2023) (Paperback)

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