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Econometrics Course - Simplified Econometrics

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  • :: التـ ج ــا ::
    Thread Author
    VIP
    • Nov 2018 
    • 1257 
    • 1,636 
    • 1,684 


    Econometrics Course - Simplified Econometrics
    Published 9/2022
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
    Language: English | Size: 170.62 MB | Duration: 0h 31m​
    Learn econometrics with fast and clear expressions
    What you'll learn
    Econometrics
    Statistical tests
    Economic models
    Repeat the fundamentals of statistics
    Requirements
    No requirements. If you want to learn econometrics, it is enough.
    Description
    Welcome to the simplified econometrics course. This course is built for people who will start learning econometrics in school or currently learning it and needs support in the class and the ones who is interested in econometrics and want to start from somewhere. Without complexity and simplified expressions we will cover the concepts of econometrics fastly and strongly. We will repeat statistics firstly and quickly then cover the topics of - Data Structures- Simple Linear Regression- Ordinary Least Squares (OLS)- Classical Linear Regression Model (CLRM)- Gauss-Markov Theorem- R Squared- Confidence Interval Estimation for Regression Coefficients- Hypothesis Testing for Slope Coefficient of The Regression- F - Test .This is the outline of the course. This course is beginner friendly and after this course you will learn the general concepts of econometrics by repeating statistics quickly and learning via fast and clear explressions and also you will be ready to move into advanced econometrics topics. The topics we cover in our course is the main steps of econometrics and by learning the econometric theories and statistical metrics, tests you will be able to build a both mathematical and theoretical knowledge. In the all course process and later you can reach to me about the concepts or asking questions via Q&A section of the course.
    Overview
    Section 1: Introduction
    Lecture 1 Introduction
    Section 2: Statistics fast repeat
    Lecture 2 Before starting to this section
    Lecture 3 Introduction to statistics and data
    Lecture 4 Population vs Sample
    Lecture 5 Data Types & Measurement Levels
    Lecture 6 Range - IQR
    Lecture 7 Mean-Mode-Median-Variance-Standard Deviation
    Lecture 8 Z-Value
    Lecture 9 Confidence Interval
    Lecture 10 Hypothesis Testing & T-Distribution
    Lecture 11 Hypothesis Testing & Decision
    Section 3: Introduction to Econometrics
    Lecture 12 Econometrics Introduction
    Lecture 13 Data Structures in Econometrics
    Section 4: Simple linear regression & OLS
    Lecture 14 Simple Linear Regression
    Lecture 15 OLS introduction
    Section 5: Classical Linear Regression Model (CLRM) Assumptions
    Lecture 16 Classical Linear Regression Model (CLRM) Assumptions
    Lecture 17 Gauss-Markov Theorem
    Section 6: R^2 and Intrepretation
    Lecture 18 R-Squared
    Section 7: Confidence interval estimation on regressors
    Lecture 19 CI estimation 1
    Lecture 20 CI estimation 2
    Section 8: Hypothesis test for slope coefficient
    Lecture 21 Hypothesis Testing 1
    Lecture 22 Hypothesis Testing 2
    Section 9: F-Test
    Lecture 23 F-Test
    Section 10: Congratulations
    Lecture 24 Congratulations !!
    People who are interested in econometrics,Students who are going to take / who is currently taking Econometrics Class

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