"We live, today, in world of big data. The amount of information collected on human behavior every day is staggering, and exponentially greater than at any time in the past. At the same time, we are inundated by stories of powerful algorithms capable of churning through this sea of data and uncovering patterns. These techniques go by many names - data mining, predictive analytics, machine learning - and they are being used by governments as they spy on citizens and by huge corporations are they fine-tune their advertising strategies. And yet social scientists continue mainly to employ a set of analytical tools developed in an earlier era when data was sparse and difficult to come by. In this timely book, Paul Attewell and David Monaghan provide a simple and accessible introduction to Data Mining geared towards social scientists. They discuss how the data mining approach differs substantially, and in some ways radically, from that of conventional statistical modeling familiar to most social scientists. They demystify data mining, describing the diverse set of techniques that the term covers and discussing the strengths and weaknesses of the various approaches. Finally they give practical demonstrations of how to carry out analyses using data mining tools in a number of statistical software packages. It is the hope of the authors that this book will empower social scientists to consider incorporating data mining methodologies in their analytical toolkits"--Provided by publisher.
Timberlake, Jeffrey M., AaronJ. Howell, and Amanda Staight. 2011. “Trends in the Suburbaniza— tion of Racial/ Ethnic Groups in U.S. Metropolitan Areas, ...
For example , on January 12 , 1972 , the newly - formed Timberlake Advising Boardcomposed of people from TVA , Boeing , various state agencies , and local ...
In 1816, Margaret married John Timberlake, a ship's purser in the U.S. Navy, but her conduct continued to be criticized. According to local gossip, ...
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Richard Timberlake likewise thought Friedman was a “scintillating teacher” (Timberlake 1999, 22). Finally, Becker noted that “no course had anywhere near ...
Ideology, Public Policy and the Assault on the Common Good William E. Hudson ... 191 Timberlake, Justin, 88 Tocqueville, Alexis de, 26 Townsend, Francis, ...
Krauss, Melvyn B., and Edward P. Lazear, eds. 1991. Searching for Alternatives: Drug-Control ... Paul, Randolph E. 1954. ... Timberlake, James, H. 1963.
Richard H. Timberlake, The Origins of Central Banking in the United States ... Industrial Policy, and Rational Ignorance,” in Claude E. Barfield and William ...
It 's like when someone judges you that way, and I know it 's because I 'm ... the one 's they judge and criticize have to deal with the pain they cause?