Handbook of Computational Social Science Volume 2 is popular PDF and ePub book, written by Uwe Engel in 2021-11-10, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Handbook of Computational Social Science Volume 2 can be Read Online from any device for your convenience.
Handbook of Computational Social Science Volume 2 Book PDF Summary
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.
Detail Book of Handbook of Computational Social Science Volume 2 PDF
- Author : Uwe Engel
- Release : 10 November 2021
- Publisher : Routledge
- ISBN : 9781000448627
- Genre : Computers
- Total Page : 477 pages
- Language : English
- PDF File Size : 10,5 Mb
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