02926nam 22005535 450 991025492600332120200704140111.0981-10-2543-610.1007/978-981-10-2543-3(CKB)3710000000872857(DE-He213)978-981-10-2543-3(MiAaPQ)EBC4697454(PPN)222231777(EXLCZ)99371000000087285720160926d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierPredictive Data Mining Models /by David L. Olson, Desheng Wu1st ed. 2017.Singapore :Springer Singapore :Imprint: Springer,2017.1 online resource (XI, 102 p. 54 illus., 48 illus. in color.) Computational Risk Management,2191-1436981-10-2542-8 Includes bibliographical references at the end of each chapters and index.Chapter 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.This 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.Computational Risk Management,2191-1436Big dataData miningRisk managementBig Data/Analyticshttps://scigraph.springernature.com/ontologies/product-market-codes/522070Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Risk Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/612040Big data.Data mining.Risk management.Big Data/Analytics.Data Mining and Knowledge Discovery.Risk Management.658.4038Olson David Lauthttp://id.loc.gov/vocabulary/relators/aut164565Wu Deshengauthttp://id.loc.gov/vocabulary/relators/autBOOK9910254926003321Predictive Data Mining Models2217233UNINA