Elements of Econometrics - Simple Linear Regression (For Students of LSE)
Mathematical Proofs and Practice Questions
Derivation of Intercept's Estimator using Ordinary Least Squares Method
FREE PREVIEWDerivation of Slope's Estimator using Ordinary Least Squares Method
FREE PREVIEW(Optional Lecture) Another Method to Solve for Intercept and Slope's estimator
Different formulas to calculate Slope's estimator
Different formulas to calculate Slope's estimator (Continued)
Useful Results of OLS
Useful Results of OLS (Continued)
Assumptions of Classical Linear Regression Model (CLRM)
Assumptions of CLRM (Continued)
Gauss Markov Theorem: Slope Estimator is Linear
Gauss Markov Theorem: Properties of new non-stochastic variable
Gauss Markov Theorem: Slope Estimator is Unbiased
Gauss Markov Theorem: Slope Estimator is Efficient
Gauss Markov Theorem: Slope Estimator is Efficient (Continued)
List of Questions
FREE PREVIEWQuestion 1
Question 2
Question 3
Question 4
Question 5
Question 6
FREE PREVIEWQuestion 7
Question 8