Explore key concepts in regression analysis through this 30-minute lecture. Delve into point estimation for regression coefficients using Ordinary Least Squares, and gain a comprehensive understanding of Maximum Likelihood estimation for regression coefficients across three detailed segments. Examine the distribution for the estimator of the slope in a three-part breakdown, providing a thorough exploration of this crucial aspect of regression analysis. Enhance your statistical knowledge and analytical skills with Professor Knudson's expert guidance.