Tong, Hengping 1971- creator Kumar, T. Krishna. Huang, Yang Xin. text bibliography Electronic books. Electronic books. nju Hoboken Wiley 2011 monographic eng

electronic resource

1 online resource " ... highlights recent advances in statistical theory and methods that benefit econometric practice. It deals with exploratory data analysis, a prerequisite to statistical modelling and part of data mining. It provides recently developed computational tools useful for data mining, analysing the reasons to do data mining and the best techniques to use in a given situation. Provides a detailed description of computer algorithms. Provides recently developed computational tools useful for data mining -- Highlights recent advances in statistical theory and methods that benefit econometric practice. Features examples with real life data."--Provided by publisher. Introduction -- Independent Variables in Linear Regression Models -- Alternative Structures of Residual Error in Linear Regression Models -- Discrete Variables and Nonlinear Regression Model -- Nonparametric and Semiparametric Regression Models -- Simultaneous Equations Models and Distributed Lag Models -- Stationary Time Series Models -- Multivariate and Nonstationary Time Series Models -- Multivariate Statistical Analysis and Data Analysis -- Summary and Further Discussion. Hengqing Tong, T. Krishna Kumar, Yangxin Huang. Includes bibliographical references and index. Econometrics Econometric models Data mining BUSINESS & ECONOMICS Econometrics BUSINESS & ECONOMICS Statistics Data mining Econometric models Econometrics HB139 .T66 2011 330.01/5195 Tong, Hengping, 1971- Hoboken : Wiley, 2011 (DLC) 2011024956 (OCoLC)732627332 9781119954231 1119954231 9781119954248 111995424X 9781119960904 1119960908 10.1002/9781119954231 Wiley InterScience 173C4678-7379-460D-93D1-894334A37A84 OverDrive, Inc. http://onlinelibrary.wiley.com/book/10.1002/9781119954231 http://onlinelibrary.wiley.com/book/10.1002/9781119954231 DG1 111117 20171116085230.0 ocn761321553 eng