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Highlights
This lesson is designed to provide an overview of the classical linear regression model (CLRM), its particular assumptions, and the estimation issues. We also look at hypotheses that arise due to regressions using dummy variables and models with a restricted number of dependent variables. Finally, we look at several transfer functions of the regression model as well as the problem of heteroskedasticity. We shall strive to emphasize the critical connection between macroeconomic methodology and economic applications throughout.
This is an introductory course on econometrics, a social science in which the tools of theoretical framework, arithmetic, and data analysis are used to analyze economic events. In order to introduce students to the fundamental concepts of macroeconomic mathematical models, economic result prediction, and statistical approaches, you will learn and apply regression models to a variety of data sets.
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The study of economic connections is known as econometrics. It is a combination of economics, mathematics, and statistics with the goal of assigning numerical values to the dimensions of economic interactions.
Econometrics is a subfield of economics that uses statistics and mathematical tools to empirically "justify" a theoretical economic model. In other words, econometrics converts the sometimes esoteric field of academic economics into decision and lifestyle choice tools in both the public and private sector.