Econometric Modelling

COURSE DURATION : 8Weeks

@VTU COE

0.0
(0) 5 Students

What you will learn

  • Management

This course is designed to give the students an exposure to the basic concepts of econometrics. However, the basic content also attempts to cover parts of time series analysis. The course is structured to be primarily theoretical with an aim to provide an understanding of the mechanism, mathematics and economics behind the tools and techniques used. The concepts will be explained with examples using mostly MS Excel. The course will have the advantage of developing a strong theoretical background which would help the students to better understand applicability of various methods and tools in different economic contexts or scenarios.

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Module 06: Simple Regression-I
Preview 27:03
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Module 07: Simple Regression-II
Preview 30:49
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Module 08: Assumptions of Classical Linear Regression
Preview 27:34
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Module 09: Properties of OLS Estimators
Preview 25:40
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Module 10: Hypothesis Testing
Preview 30:12

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Module 11: Multiple Regression-I
Preview 31:57
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Module 12: Multiple Regression-II
Preview 32:23
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Module 13: Multiple Regression-III
Preview 25:09
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Module 14: Problem of Multicollinearity
Preview 30:43
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Module 15: Omitted Variables & Parameter Stability-I
Preview 28:52
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Module 16: Omitted Variables & Parameter Stability- II
Preview 31:19
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Module 17: Problem of Heteroscedasticity- I
Preview 30:25
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Module 18: Problem of Heteroscedasticity- II
Preview 30:40

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Module 19: T- Test
Preview 22:49
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Module 20: Wald Test
Preview 24:38
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Module 21: F-test-I
Preview 35:26
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Module 22: F-Test-II
Preview 23:56
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Module 23: Chow Test
Preview 28:01

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Module 24: Problem of Serial Correlation-I
Preview 32:38
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Module 25: Problem of Serial Correlation-II
Preview 28:21
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Module 26: AR, MA & ARMA Processes-I
Preview 31:21
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Module 27: AR, MA & ARMA Processes-II
Preview 35:56
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Module 28: Modelling Trend & Seasonal Variations- I
Preview 29:10
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Module 29: Modelling Trend & Seasonal Variations- II
Preview 27:46

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Module 30: Spline function & Categorical Variables
Preview 35:16
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Module 31: Linear Probability Model
Preview 31:45
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Module 32: Probit and Logit Models
Preview 36:28
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Module 33: Tobit and Multinomial Logit Models
Preview 33:30

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Module 34: Panel Data Methods
Preview 34:14
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Module 35: Simultaneous Equation System-I
Preview 36:35
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Module 36: Simultaneous Equations System- II
Preview 24:23
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Module 37: Introduction to VARs
Preview 32:26

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Module 38: Stationarity & Unit Root Testing- I
Preview 36:11
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Module 39: Stationarity & Unit Root Testing- II
Preview 30:12
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Module 40: Basics of Cointegeration
Preview 21:36
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Meet Your Instructor
@VTU COE
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Instructor
0.0 Rating
40 Students
718 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

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Free

  • Course Duration
    20 h 27 m 12 s
  • Course Level
    Intermediate
  • Student Enrolled
    5
  • Language
    English
This Course Includes
  • 20 h 27 m 12 s Video Lectures
  • 0 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion