Probabilistic Systems Analysis and Applied Probability

Lecture 24: Classical Inference - II

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Lecture Topics

Review Maximum likelihood estimation Confidence intervals Linear regression Binary hypothesis testing Types of error Likelihood ratio test (LRT)

Lecture Activities

• Watch the Lecture 24 Video by Prof. Tsitsiklis (00:51:50)
• Review the Lecture 24: Classical Inference - II Slides (PDF)
• Read Section 9.2–9.3 in the textbook

Recitation Problems

Review the recitation problems in the PDF file below and try to solve them on your own.

• Recitation 24 Problems (PDF) Do ONLY Problem 2
• Recitation 24 Solutions (PDF)

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