Business Econometrics

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The purpose of this channel to explain the concepts of Econometrics, Time Series, and different Machine Learning Tools. These topics may appear a bit complex...

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Lecture 107 2SLS and Instrumental Variable Regression (IVRegression) with Stata

Lecture 106 Identification Problem and Instrumental Variable

Lecture 105 Two-Stage Least Square (2-SLS) and Instrumental Variable

Lecture 104 Good and Bad Instrumental Variable

Lecture 103 Instrumental Variable and Endogeneity Bias

Lecture 102 Simultaneous Equation Model

Lecture 101 Selection Bias, Reverse Causality, OVB -- Problems of Endogeneity

Lecture 100 Asymptotic Property of Regressor

Lecture 99 Mathematical Properties of the Instrumental Variables

Lecture 98 Introduction to Instrumental Variable

Lecture 97 Assumptions for Stochastic Regression

Lecture 96 Assumptions for Non-Stochastic Regression

Lecture 95 Stochastic Regressor

Lecture 94 Non-stochastic Regressor (Continued)

Lecture 93 Introduction to Module III

Lecture 92 Ramsey Reset Test

Lecture 91 Omitted Variable Bias & Proxy Variable

Lecture 90 Omitted Variable Bias, Model Specification and Proxy Variable

Lecture 89 Model Specification (Continued)

Lecture 88 Model Specification (Continued)

Lecture 87 Model Specification (Continued)

Lecture 86 Model Specification (Continued)

Lecture 85 Magnitude & Direction of the Bias Term - Omitted Variable Bias

Lecture 84 Omitted Variable Bias - Bias and Minimum Variance for Regression Coefficient

Lecture 83 Model Specification

Lecture 82 Remedy for Autocorrelation

Lecture 80 Autocorrelation (Continued)

Lecture 79 Autocorrelation (Continued)

Lecture 78 Autocorrelation (Continued)

Lecture 77 Autocorrelation (Continued)