ECO375F - 2.3 - Unbiasedness of the Slope Estimator (β1)

What is an unbiased estimator? Proof sample mean is unbiased and why we divide by n-1 for sample var

Proof that r squared is correlation coefficient squared

OLS unbiased

Generalised Least Squares (GLS) Theory

ECO375F - 1.0 - Derivation of the OLS Estimator

Proof that the Sample Variance is an Unbiased Estimator of the Population Variance

Unbiased estimator

Derivation of OLS coefficients

Proof that sample mean is unbiased

Linearity of OLS estimators | Unbiasedness of OLS estimators | Econometrics | Ecoholics

Mean Square Error (Estimator of σ^2) | Simple Linear Regression

The Math of "The Trillion Dollar Equation"

Simple Linear Regression Derivation of OLS Estimators

Numberphile v. Math: the truth about 1+2+3+...=-1/12

ECO375F - 2.4 - Unbiasedness of the Intercept Estimator (β0)

What exactly is e? Exploring e in 5 Levels of Complexity

[Proof] MSE = Variance + Bias²

Gauss-Markov assumptions part 1

ECO375F - 5.4 - Proof of consistency for the OLS estimator