Appendices
References
MATH/STAT 355: Statistical Theory
Welcome!
Course Logistics
Syllabus
Schedule
Onboarding
1
Introductions
2
Review
Estimation
3
Intro to MLE
4
Linear Regression
5
Logistic Regression
6
Method Of Moments
Properties of Estimators
7
Bias and Variance
8
Simulations
9
Efficiency
10
Sufficiency
11
Consistency
12
Other Asymptotic Properties
Inference
13
Confidence Intervals
14
Hypothesis Testing
Special Topics
15
Bayesian Statistics
16
Theory of Linear Models
17
History of Statistical Theory
Offboarding
18
Wrapping Up
Appendices
R and RStudio Resources
LaTeX Resources
Algebra & Calc Review
Distributions Cheat Sheet
References
Appendices
References
References
Distributions Cheat Sheet