Yi's Knowledge Base
Mathematical Statistics
This series contain the notes I’ve taken for courses STAT 6510 and STAT 6520 - Mathematical Statistics I & II. The text book recommended for this course is Mathematical Statistics with Applications (7th edition) by Wackerly, Mendenhall and Sheaffer.
2019
Probability
Sep 09
Discrete Random Variables
Sep 09
Continuous Random Variables
Oct 09
Multivariate Probability Distributions
Nov 06
Functions of Random Variables
Dec 08
Sampling Distribution and Limit Theorems
Dec 28
2020
Brief Review Before STAT 6520
Jan 08
Estimation
Mar 09
Estimation Under Parametric Models
Jan 27
Confidence Intervals
Feb 08
Hypothesis Testing
Apr 01
Linear Models
Apr 21