Lecture 20: An Introduction to Classical Statistics (M-I-T)

• L20.1 Lecture Overview (M-I-T)
• L20.2 Overview of the Classical Statistical Framework (M-I-T)
• L20.3 The Sample Mean and Some Terminology (M-I-T)
• L20.4 On the Mean Squared Error of an Estimator (M-I-T)
• L20.5 Confidence Intervals (M-I-T)
• L20.7 Confidence Intervals for the Mean, When the Variance is Unknown (M-I-T)
• L20.8 Other Natural Estimators (M-I-T)
• L20.9 Maximum Likelihood Estimation (M-I-T)
• L20.10 Maximum Likelihood Estimation Examples (M-I-T)