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Perfect multicollinearity - PowerPoint PPT Presentation

CFGB 6309 ECONOMETRIC FOR MANAGERS

CFGB 6309 ECONOMETRIC FOR MANAGERS. LECTURE 6 17 AUGUST 2010. Econometric problems. Multicollinearity. Objectives. Perfect and imperfect multicollinearity Effects of multicollinearity Detecting multicollinearity Remedies for multicollinearity. What is Multicollinearity?.

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1k views • 43 slides

Chapter 6

Chapter 6. Introduction to Multiple Regression. Outline. Omitted variable bias Causality and regression analysis Multiple regression and OLS Measures of fit Sampling distribution of the OLS estimator. Omitted Variable Bias (SW Section 6.1). Omitted variable bias, ctd.

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434 views • 36 slides

Multicollinearity

Multicollinearity. Multicollinearity - violation of the assumption that no independent variable is a perfect linear function of one or more other independent variables.

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Specification Error II

Specification Error II. Aims and Learning Objectives. By the end of this session students should be able to: Understand the causes and consequences of multicollinearity Analyse regression results for possible multicollinearity Understand the nature of endogeneity

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Perfect multicollinearity - PowerPoint PPT Presentation

CFGB 6309 ECONOMETRIC FOR MANAGERS

Chapter 6

Multicollinearity

Specification Error II