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001358346 001__ 1358346
001358346 003__ OCoLC
001358346 005__ 20230306152657.0
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001358346 008__ 160926s2017\\\\si\a\\\\o\\\\\000\0\eng\d
001358346 019__ $$a959594507
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001358346 0247_ $$a10.1007/978-981-10-2543-3$$2doi
001358346 035__ $$aSP(OCoLC)974650012$$z(OCoLC)959594507
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001358346 049__ $$aISEA
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001358346 050_4 $$aQA76.9.D343$$bO57 2017eb
001358346 08204 $$a658.4038$$223
001358346 1001_ $$aOlson, David L.,$$eauthor.
001358346 24510 $$aPredictive Data Mining Models /$$cby David L. Olson, Desheng Wu.
001358346 264_1 $$aSingapore :$$bSpringer Singapore :$$bImprint :$$bSpringer,$$c2017.
001358346 300__ $$a1 online resource (XI, 102 pages 54 illustrations, 48 illustrations in color.) :$$bonline resource
001358346 336__ $$atext$$btxt$$2rdacontent
001358346 337__ $$acomputer$$bc$$2rdamedia
001358346 338__ $$aonline resource$$bcr$$2rdacarrier
001358346 347__ $$atext file$$bPDF$$2rda
001358346 4901_ $$aComputational Risk Management,$$x2191-1436
001358346 5050_ $$aChapter 1 Knowledge Management -- Chapter 2 Data Sets -- Chapter 3 Basic Forecasting ToolsChapter 3 Basic Forecasting Tools -- Chapter 4 Multiple Regression -- Chapter 5 Regression Tree Models -- Chapter 6 Autoregressive Models -- Chapter 7 GARCH Models -- Chapter 8 Comparison of Models.
001358346 506__ $$aAccess limited to authorized users.
001358346 520__ $$aThis book reviews forecasting data mining models, from basic tools for stable data through causal models, to more advanced models using trends and cycles. These models are demonstrated on the basis of business-related data, including stock indices, crude oil prices, and the price of gold. The book's main approach is above all descriptive, seeking to explain how the methods concretely work; as such, it includes selected citations, but does not go into deep scholarly reference. The data sets and software reviewed were selected for their widespread availability to all readers with internet access.
001358346 650_0 $$aData mining.
001358346 650_0 $$aBusiness$$xData processing.
001358346 650_0 $$aBusiness forecasting.
001358346 650_0 $$aBusiness.
001358346 650_0 $$aBig data.
001358346 650_0 $$aRisk management.
001358346 655_0 $$aElectronic books
001358346 7001_ $$aWu, Desheng,$$eauthor.
001358346 77608 $$iPrint version:$$z9789811025426
001358346 830_0 $$aComputational risk management,$$x2191-1436
001358346 852__ $$bebk
001358346 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-10-2543-3$$zOnline Access$$91397441.1
001358346 909CO $$ooai:library.usi.edu:1358346$$pGLOBAL_SET
001358346 980__ $$aBIB
001358346 980__ $$aEBOOK
001358346 982__ $$aEbook
001358346 983__ $$aOnline
001358346 994__ $$a92$$bISE