Tong, Hengping, 1971-
Developing econometrics / Hengqing Tong, T. Krishna Kumar, Yangxin Huang. - Hoboken : Wiley, 2011. - 1 online resource
Includes bibliographical references and index.
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.
" ... 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.
9781119954231 1119954231 9781119954248 111995424X 9781119960904 1119960908
10.1002/9781119954231 Wiley InterScience http://www3.interscience.wiley.com 173C4678-7379-460D-93D1-894334A37A84 OverDrive, Inc. http://www.overdrive.com
Econometrics.
Econometric models.
Data mining.
BUSINESS & ECONOMICS--Econometrics.
BUSINESS & ECONOMICS--Statistics.
Data mining.
Econometric models.
Econometrics.
Electronic books.
Electronic books.
HB139 / .T66 2011
330.01/5195
Developing econometrics / Hengqing Tong, T. Krishna Kumar, Yangxin Huang. - Hoboken : Wiley, 2011. - 1 online resource
Includes bibliographical references and index.
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.
" ... 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.
9781119954231 1119954231 9781119954248 111995424X 9781119960904 1119960908
10.1002/9781119954231 Wiley InterScience http://www3.interscience.wiley.com 173C4678-7379-460D-93D1-894334A37A84 OverDrive, Inc. http://www.overdrive.com
Econometrics.
Econometric models.
Data mining.
BUSINESS & ECONOMICS--Econometrics.
BUSINESS & ECONOMICS--Statistics.
Data mining.
Econometric models.
Econometrics.
Electronic books.
Electronic books.
HB139 / .T66 2011
330.01/5195