Basic Review of Some Probability and Statistics


Syllabus
Assignments
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Lecture Notes
Other Resources
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Overview

Greeting!   This page is intended to be a reference for entry-level Math-Stat topics; for other resources please see Other Resources.


Homework Assignments


Reserved


Lecture Notes

  • Nicolas Cristou's UCLA webpage
  • Basic Combinatorics

    Probability

    Discrete random variables - Intro

    More Discrete random variables

    Continuous distributions

    Poisson, Exponential and Gamma

    The Gaussian (Normal) distribution

    Handy summary chart

    Review of continuous distributions

    Moment generating function (MGF)

    Joint distributions

    Covariance/correlation

    Central Limit Theorem (CLT)

    CLT summary

    IID CLT proof

    Example - portfolio analysis (in R)

    Solutions to example discrete problems



    Other Resources (Click Here)

  • Other Important Links (besides those above)

    R download  This is the R software.

    Dr. Dobelman's Downloads