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Theory of econometrics: an introductory exposition of econometric methods. / A. Koutsoyiannis

By: Material type: TextPublication details: New York: Palgrave Macmillan, 1977.Edition: 2nd edDescription: xvii, 681 p.: illISBN:
  • 9780333778227
  • 0333778227
Subject(s): LOC classification:
  • HB139.K88
Contents:
Contents: 1. Correlation theory: the simple linear regression model: Definition, scope and division of econometrics -- Methodology of econometric research -- Correlation theory -- The Simple linear regression model: the ordinary Least Squares Method(OLS) -- Statistical tests of significance of the estimates -- Properties of the least squares estimates -- Multiple regression and other extensions of the simple linear regression model -- Regression and analysis of variance -- 2. Econometric problems: second-order tests of the assumptions of the linear regression model: The Assumptions of randomness, zero mean, constant variance and normality of the disturbance variable -- Autocorrelation -- Multicollinearity -- Errors in variables, time as a variable, dummy variables, grouped data -- Lagged variables and distributed-lag models -- 3. Models of simultaneous relationships: Simultaneous-equation models -- Identification -- Simultaneous-equation methods -- Mixed estimation methods: the method of principal components -- Maximum likelihood methods -- Three-stage least squares -- Testing the forecasting power of an estimated model -- Choice of econometric technique. Monte Carlo studies --
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Books WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY General Stacks WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY HB139.K88(2e) (Browse shelf(Opens below)) 1 Available K/257/257/19
Books WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY General Stacks WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY HB139.K881(2e) (Browse shelf(Opens below)) 2 Available K/258/258/19
Books WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY General Stacks WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY HB139.K882(2e) (Browse shelf(Opens below)) 3 Available K/259/259/19
Books WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY General Stacks WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY HB139.K883(2e) (Browse shelf(Opens below)) 4 Available K/260/260/19

Includes index.

Contents: 1. Correlation theory: the simple linear regression model: Definition, scope and division of econometrics -- Methodology of econometric research -- Correlation theory -- The Simple linear regression model: the ordinary Least Squares Method(OLS) -- Statistical tests of significance of the estimates -- Properties of the least squares estimates -- Multiple regression and other extensions of the simple linear regression model -- Regression and analysis of variance -- 2. Econometric problems: second-order tests of the assumptions of the linear regression model: The Assumptions of randomness, zero mean, constant variance and normality of the disturbance variable -- Autocorrelation -- Multicollinearity -- Errors in variables, time as a variable, dummy variables, grouped data -- Lagged variables and distributed-lag models -- 3. Models of simultaneous relationships: Simultaneous-equation models -- Identification -- Simultaneous-equation methods -- Mixed estimation methods: the method of principal components -- Maximum likelihood methods -- Three-stage least squares -- Testing the forecasting power of an estimated model -- Choice of econometric technique. Monte Carlo studies --

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