Developing econometrics / Hengqing Tong, T. Krishna Kumar, Yangxin Huang. [electronic resource] Tong, Hengping, 1971- Kumar, T. Krishna. Huang, Yang Xin. Econometrics. Econometric models. Data mining. HB139 .T66 2011 330.01/5195 23 Includes bibliographical references and index. Print version record. " ... 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. Hoboken : Wiley, 2011. 2011. 2011 Text 1 online resource http://onlinelibrary.wiley.com/book/10.1002/9781119954231 eng Developing econometrics. Developing econometrics.