6.041SC | Fall 2013 | Undergraduate

Probabilistic Systems Analysis and Applied Probability

Unit IV: Laws Of Large Numbers And Inference

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

Recitation Problems

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

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Course Info

As Taught In
Fall 2013
Learning Resource Types
Lecture Videos
Recitation Videos
Problem Sets with Solutions
Exams with Solutions