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Basic econometrics / Damodar N. Gujarati.

By: Material type: TextPublication details: New York : McGraw-Hill, c1995.Edition: 3rd edDescription: xxiii, 838 p. : ill. ; 25 cmISBN:
  • 0070252149 (alk. paper)
  • 007113963X (alk. paper : International ed.)
Subject(s): LOC classification:
  • HB139 .G84
Contents:
Introduction -- Nature of regression analysis -- Two-variable regression analysis : some basic ideas -- Two-variable regression model: the problem of estimation -- Classical normal linear regression model -- Two-variable regression: interval estimation and hypothesis testing -- Extensions of the two-variable linear regression model -- Multiple regression analysis : the problem of estimation -- Multiple regression analysis : the problem of inference -- Dummy variable regression model -- Multicollinearity : what happens in the regressors are correlated? -- Heteroscedasticity: what happens if the error variance is nonconstant? -- Autocorrelation: what happens if the error terms are correlated? -- Economic modeling: model specification and diagnostic testing -- Nonlinear regression models -- Qualitative response regression models -- Panel data regression models -- Dynamic econometric models : autoregressive and distributed-lag models -- Simultaneous-equation models -- Identification problem -- Simultaneous-equation methods -- Time series econometrics : some basic concepts -- Time series econometrics : forecasting -- Appendix A : a review of some statistical concepts -- Appendix B : rudiments of matrix algebra -- Appendix C : matrix approach to linear regression model -- Appendix D : statistical tables --
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Books Methodist University Library Main General Stacks Reference HB139 .G84 (Browse shelf(Opens below)) 1 Available 37897

"International edition"-- Verso of t.p.

Introduction --
Nature of regression analysis --
Two-variable regression analysis : some basic ideas --
Two-variable regression model: the problem of estimation --
Classical normal linear regression model --
Two-variable regression: interval estimation and hypothesis testing --
Extensions of the two-variable linear regression model --
Multiple regression analysis : the problem of estimation --
Multiple regression analysis : the problem of inference --
Dummy variable regression model --
Multicollinearity : what happens in the regressors are correlated? --
Heteroscedasticity: what happens if the error variance is nonconstant? --
Autocorrelation: what happens if the error terms are correlated? --
Economic modeling: model specification and diagnostic testing --
Nonlinear regression models --
Qualitative response regression models --
Panel data regression models --
Dynamic econometric models : autoregressive and distributed-lag models --
Simultaneous-equation models --
Identification problem --
Simultaneous-equation methods --
Time series econometrics : some basic concepts --
Time series econometrics : forecasting --
Appendix A : a review of some statistical concepts --
Appendix B : rudiments of matrix algebra --
Appendix C : matrix approach to linear regression model --
Appendix D : statistical tables --

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