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6.041 / 6.431 21.Bayesian Statistical Inference - I

6.041 / 6.431 21.Bayesian Statistical Inference - Iby LearnOnline Through OCW

3 Pages|2651 Views

“It is the mark of truly educated people to be deeply moved by statistics.” -Oscar Wilde.

This lecture notes introduces Bayesian Statistica...

6.041 / 6.431 1. Probability Models and Axioms

6.041 / 6.431 1. Probability Models and Axiomsby LearnOnline Through OCW

3 Pages |2638 Views

This lecture notes introduces Probability Models and Axioms . Probability as a mathematical frame work for reasoning about uncertainty. Topics covered...

6.041/6.431 22.Bayesian Statistical Inference - II

6.041/6.431 22.Bayesian Statistical Inference - IIby LearnOnline Through OCW

3 Pages|1483 Views

In this lecture notes we are going to continue with Bayesian Statistical Inference - II. Topics covered in this section are (Bayesian) Least Means Squ...

6.041/6.431 24. Classical Statistical Inference - II

6.041/6.431 24. Classical Statistical Inference - IIby LearnOnline Through OCW

3 Pages |1395 Views

In this lecture notes we are going to continue with Classical Statistical Inference - II. This lesson reviews 1. Maximum likelihood estimation and ...

6.041 / 6.431 25. Classical Statistical Inference - III

6.041 / 6.431 25. Classical Statistical Inference - IIIby LearnOnline Through OCW

3 Pages|1389 Views

In this lecture notes we are going to continue with Classical Statistical Inference- III. Here, Review of simple binary hypothesis tests with examp...

6.041/6.431 5.Discrete random variables; probability mass functions

6.041/6.431 5.Discrete random variables; probability mass functionsby LearnOnline Through OCW

3 Pages |1995 Views

This lesson described the following objectives:
1. Random variables
2. Probability Mass Function (PMF)
3. Expectation and
4. Variance...

Statistical Physics- Random Variable

Statistical Physics- Random Variableby LearnOnline Through OCW

5 Pages|1491 Views

Probability distribution for different number of random variable has been considered.Expressions for conditional randomness has been derived.Example o...