ANU MOOCS LMS
Econometrics
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General
Syllabus - Econometrics
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Unit I - Simple Linear Regression Analysis
Textual Notes - Introduction
Textual Notes - Simple Regression Analysis : estimation
Textual Notes - Tests of significance , prediction
Textual Notes - Other functional forms of regression models
Textual Notes - Simple linear regression analysis
Video 1 - Why to study Econometrics
Video 2 - Steps Involved
Video 3 - Specification of The Mathematical Model of Consumption
Video 4 - Obtain data
Video 5 - Hypothesis Testing
Video 6 - Types of Econometrics
Video 7 - Theories Related to Stochastic Process
Video 8 - Covariance and Correlation Co-effecient
Video 9 - Standardize The Data
Video 10 - Simple Linear Regression Model
Video 11 - Regression Analysis Over Correlation Coefficient
Video 12 - Interpretation
Video 13 - Standard Errors
Video 14 - Restricted Least Squares Estimation
Video 15 - Predictions
Video 16 - least squares estimation
Self Assessment Quiz - Unit 1
UNIT II - Multiple Regression Analysis
Textual Notes - Multiple regression analysis:Estimation
Textual Notes - Properties of OLS estimators
Textual Notes - The problem of Inference and prediction.
Textual Notes - Multiple regression analysis: Application
Video 1 - Multiple Regression Analysis - Part - 1
Video 2 - Multiple Regression Analysis - Part - 2
Video 3 - Multiple Regression Analysis - Part - 3
Video 4 - Multiple Regression Analysis - Part - 4
Video 5 - Multiple Regression Analysis - Part - 5
Video 6 - Multiple Regression Analysis - Part - 6
Video 7 - Multiple Regression Analysis - Part - 7
Video 8 - Multiple Regression Analysis - Part - 8
Video 9 - Multiple Regression Analysis - Part - 9
Video 10 - Multiple Regression Analysis - Part - 10
Video 11 - Multiple Regression Analysis - Part - 11
Self Assessment Quiz - Unit 2
UNIT III - Linear Restrictions
Textual Notes - Choosing between linear and log-linear regression models.
Textual Notes - Linear restrictions
Textual Notes - Testing for structural or parameter stability of regression models
Textual Notes - Structural Changes in Regression model
Textual Notes - The dummy variable regression models
Video 1 - Linear Restrictions - Part - 1
Video 2 - Linear Restrictions - Part - 2
Video 3 - Limited Information Estimators - Introduction
Video 4 - Regression with Qualitative Independent
Video 5 - Test for Structural Change
Self Assessment Quiz - Unit 3
UNIT IV - Multicollinearity
Textual Notes - Multicollinearity
Textual Notes - Generalized least squares
Textual Notes - Heteroscedasticity - nature, consequences
Textual Notes - Heteroscedasticity - detection and remedies.
Video 1 - Violation of Standard Assumptions, Multicollinearity - Part - 1
Video 2 - Violation of Standard Assumptions, Multicollinearity - Part - 2
Video 3 - Violation of Standard Assumptions, Multicollinearity - Part - 3
Video 4 - Multicollinearity - Part - 1
Video 5 - Multicollinearity - Part - 2
Video 6 - Heteroscedasticty - Part - 3
Video 7 - Weighted Least Squares - Part - 4
Video 8 - Generalized Least Squares - Part - 5
Self Assessment Quiz - Unit 4
UNIT V - The problem of Auto (serial) correlation
Textual Notes - Auto (serial) correlation - nature, consequences
Textual Notes - Auto (serial) correlation - detection and remedies
Textual Notes - Qualitative Response Regression
Video 1 - Autocorrelation - Introduction
Video 2 - Causes of Autocorrelation
Video 3 - Estimation Under Autocorrelation
Video 4 - Errors - in - Variables Linear Model
Video 5 - Qualitative Dependent Variables
Self Assessment Quiz - Unit 5
Glossary
Glossary - Econometrics
Pre-Final Test (Mock Test)
Pre-Final Test (Mock Test)
Final Test
Course Completion Certificate
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Econometrics
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