LEADER 02926nam  22005535  450 
001 9910254926003321
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010   $a981-10-2543-6
024 7 $a10.1007/978-981-10-2543-3
035   $a(CKB)3710000000872857
035   $a(DE-He213)978-981-10-2543-3
035   $a(MiAaPQ)EBC4697454
035   $a(PPN)222231777
035   $a(EXLCZ)993710000000872857
100   $a20160926d2017      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aPredictive Data Mining Models /$fby David L. Olson, Desheng Wu
205   $a1st ed. 2017.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2017.
215   $a1 online resource (XI, 102 p. 54 illus., 48 illus. in color.) 
225 1 $aComputational Risk Management,$x2191-1436
311   $a981-10-2542-8 
320   $aIncludes bibliographical references at the end of each chapters and index.
327   $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.
330   $aThis book reviews forecasting data mining models, from basic tools for stable data through causal models, to more advanced models using trends and cycles. These models are demonstrated on the basis of business-related data, including stock indices, crude oil prices, and the price of gold. The book?s main approach is above all descriptive, seeking to explain how the methods concretely work; as such, it includes selected citations, but does not go into deep scholarly reference. The data sets and software reviewed were selected for their widespread availability to all readers with internet access.
410  0$aComputational Risk Management,$x2191-1436
606   $aBig data
606   $aData mining
606   $aRisk management
606   $aBig Data/Analytics$3https://scigraph.springernature.com/ontologies/product-market-codes/522070
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
606   $aRisk Management$3https://scigraph.springernature.com/ontologies/product-market-codes/612040
615  0$aBig data.
615  0$aData mining.
615  0$aRisk management.
615 14$aBig Data/Analytics.
615 24$aData Mining and Knowledge Discovery.
615 24$aRisk Management.
676   $a658.4038
700   $aOlson$b David L$4aut$4http://id.loc.gov/vocabulary/relators/aut$0164565
702   $aWu$b Desheng$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910254926003321
996   $aPredictive Data Mining Models$92217233
997   $aUNINA