ECOM20001 Introductory Econometrics Notes | Assignment Help | Syllabus
University: University Of Melbourne
“Review of statistics; F and X 2 distributions; basic linear regression model; multiple linear regression model; hypothesis testing, forecasting, and regression model diagnostics are among the topics covered (including heteroskedasticity, serial correlation and model specification). EVIEWs will be used to demonstrate examples from economics, finance, accounting, marketing, and management.
Learning outcomes that are expected
In the setting of a basic linear regression model, use the least-squares technique of estimate.
Apply the concepts of estimation and inference from the least-squares technique to the multiple linear regression model.
In the context of a linear regression model, use EViews to estimate, test hypotheses, and predict.
Explain multicollinearity, specification errors, heteroskedasticity, nonstationarity, and autocorrelation as issues that occur when using the linear regression model to analyze data.
Skills that are universal
Written communication, collaborative learning, problem solving, teamwork, statistical reasoning, application of theory to practice, interpretation and analysis, critical thinking, synthesis of data and other information, and computer software usage are all at a high degree of development.
Oral communication; data and other information assessment; data and other information access from a variety of sources; receptiveness to other views are all at a moderate degree of development.”
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