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Data Mining for the Social Sciences: An Introduction
Hardcover
General Political ScienceGeneral Sociology
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ISBN10: 0520280970
ISBN13: 9780520280977
Publisher: Univ Of California Pr
Published: May 1 2015
Pages: 264
Weight: 1.60
Height: 0.90 Width: 7.10 Depth: 10.10
Language: English
ISBN13: 9780520280977
Publisher: Univ Of California Pr
Published: May 1 2015
Pages: 264
Weight: 1.60
Height: 0.90 Width: 7.10 Depth: 10.10
Language: English
We live in a world of big data: the amount of information collected on human behavior each day is staggering, and exponentially greater than at any time in the past. Additionally, powerful algorithms are capable of churning through seas of data to uncover patterns. Providing a simple and accessible introduction to data mining, Paul Attewell and David B. Monaghan discuss how data mining substantially differs from conventional statistical modeling familiar to most social scientists. The authors also empower social scientists to tap into these new resources and incorporate data mining methodologies in their analytical toolkits. Data Mining for the Social Sciences demystifies the process by describing the diverse set of techniques available, discussing the strengths and weaknesses of various approaches, and giving practical demonstrations of how to carry out analyses using tools in various statistical software packages.
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