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XuetangX

Basic Econometrics for Economics and Business

Indonesia Cyber Education Institute via XuetangX

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Overview

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A foundational econometrics course for learners in economics and business. It covers regression analysis, estimation, hypothesis testing, classical estimation assumptions, common regression problems, business interpretation, and forecasting.

Syllabus

  • Course Introduction
    • Course Overview
  • 1. Introduction for Modern Economstrics
    • Greetings and Learning Outcome
    • 1.1. Introduction to Concepts, Econometrics and Introduction to Regression Analysis
    • 1.2. Basic Concepts Simple Regression Analysis
    • Video : Introduction and Concept
    • Summary
    • Summary : Concept of Simple Regression
    • Summary : Concept of Introduction Econometrics
    • Quiz : The Concepts for Regression
    • Quiz : Regression in graph
    • Quiz : Ordinary Least Square
    • Quiz : Elasticity and Marginal Effect
  • 2. Estimator for Regression Analysis
    • Greetings and Learning Outcome
    • 2.1. Multiple Regression Analysis
    • 2.2. Testing and Hypotheses
    • Video : Estimator for Regression Analysis
    • Summary : Multiple Regression
    • Summary : Hypotheses
    • Summary : Estimator of Regression
    • Quiz : Functional Form
    • Quiz : Multiple Regression
    • Quiz : Classical Estimation and Assumptions
    • Quiz : Probability
    • Quiz : Hypotheses
  • 3. Problems in Classical Estimation and Assumptions
    • Greetings and Learning Outcome
    • 3.1. Multicollinearity
    • 3.2. Normality and Heteroskedasticity
    • 3.3. Serial Correlation
    • Video
    • Summary Multicolinearity
    • Summary : Heteroskedasticity
    • Summary : Serialcorellation
    • Summary: Problems in Classical Estimation and Assumptions
    • Quiz : Multicollinearity
    • Quiz : Heteroskedasticity
    • Quiz : Serial Corellation
  • 4. Analysis and Forecasting
    • Greetings and Learning Outcome
    • 4.1. Regression Interpretation for Business
    • 4.2. Forecasting
    • 4.2. Forecasting
    • Summary : Forecasting
    • Quiz : Regression Interpretation
    • Quiz : Introduction Forecasting
    • Quiz : Forecasting for Business

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