Created by nkaizu Lectures | Video: 1280x720 | Audio: AAC 48KHz 2ch | Duration: 03:51 H/M | Lec: 29 | 634 MB | Language: English | Sub: English [Auto-generated]
This is an introductory College level econometrics course. Ideal for students who want to learn in a more intuitive way.
What you'll learn
In this course we'll help you understand the key Econometric theories and in particular give you an intuitive framework to build on. Econometrics can often feel overwhelmingly complicated. This course will give you a solid foundation to prepare for your specific University or College's Econometrics exam.
Requirements
It would be ideal although not absolutely necessary if you already have an idea of basic university statistics and linear algebra.
Description
COURSE TOPICS COVERED
*Learn Simple and Multiple Linear Regression.
*Acquire knowledge of Gauss Markov assumptions and theory.
*Master Finite Sample Properties of Ordinary Least Squares (OLS) Method (including proof of unbiasedness).
*Become competent in Hypothesis Testing (including Normal, t, F and Chi-squared tests).
*Grasp Variable Misspecification (excluding a relevant variable, including an irrelevant variable).
*Understand Homoskedasticity and Heteroskedasticity.
Who this course is for?
If you are studying Econometrics at university or college and would like some assistance understanding it then we can help. Our course may also be useful if you are a top student who wants to learn faster and in a more efficient manner. Either way, this course is best watched all at once to give you a complete overview of the subject in a relatively short period of time, after which you can then return to your studies.
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