Econometric Modelling

COURSE DURATION : 8Weeks

@VTU COE

0.0
(0) 7 Students
Download Brochure

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.

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

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

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

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

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

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

play
Module 38: Stationarity & Unit Root Testing- I
Preview 36:11
play
Module 39: Stationarity & Unit Root Testing- II
Preview 30:12
play
Module 40: Basics of Cointegeration
Preview 21:36
img
No Discussion Found

0.0

0 Reviews

5
0
4
0
3
0
2
0
1
0
Meet Your Instructor
@VTU COE
img

Instructor
3.2 Rating
2542 Students
759 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.

video

Free

  • Course Duration
    20 h 27 m 12 s
  • Course Level
    Intermediate
  • Student Enrolled
    7
  • Language
    English
This Course Includes
  • 20 h 27 m 12 s Video Lectures
  • 2 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion