Understanding the concepts of data.
Explaining the properties of the OLS.
Estimating the different econometrics tools used in time series data.
Determining the basic economics models and interpreting them.
Requirements
Basic idea about data handling,
Description
In this course, you will learn
Types of Data
What are the different sites for data citations
How to import data in E-views
checking the stationarity of the data
converting time series data into panel data
Estimating and Interpreting OLS
Assumptions of Classical Linear Regression Model (CLRM)
Detection and Removal of Autocorrelation
Detection and Removal of Heteroskedasticity
Normality using Jorque Bera test
Johansen cointegration test
Estimation and interpretation of ARDL model
The purpose for creating this course is that all of you can able to estimate and run the different models for estimation using Eviews. All the lectures are designed in a sequential manner and then connect the quizzes and assignment with the videos, you will have a great benefit in your professional career.
There are many types of data in economics, but in this course, I have only mentioned and discussed those data types which are mostly used for estimation and prediction when it comes to economics.
When it comes to downloading data, it is an easy yet very difficult task because most of the students don’t know from where and how they should download data. Therefore it is also discussed how and from where you can download data.
In this course, each and every step is discussed, not only discussed, but I have shown them practically. So it will be beneficial for the learners to apply them in future life.'
In the assumption of classical linear regression model, I have discussed them through mathematically as well as using EVeiws.
This course will able you to learn about the regression models, and you will learn that how to create dummy variables, and how to make panel data.
You will learn also about ARCH and GARCH family in this course.
Who this course is for
Beginner of econometrics.
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