STAT2001 Revision Hub
1 ๐ Welcome to the STAT2001 Revision Hub
This site is your companion for revising STAT2001: Introductory Mathematical Statistics at ANU. Whether youโre preparing for exams or reinforcing weekly concepts, youโll find concise summaries, worked examples, and practice materials here.
1.1 ๐ Topics Covered
The content is structured to mirror the STAT2001 curriculum:
- Probability Foundations: Set theory, combinatorics, and Bayesโ theorem.
- Random Variables: Discrete and continuous distributions, including moment-generating functions and correlation.
- Multivariate Distributions: Joint, marginal, and conditional distributions.
- Sampling Distributions: Understanding the central limit theorem and its applications.
- Estimation Techniques: Methods of moments and maximum likelihood estimation.
- Hypothesis Testing: Formulating and testing statistical hypotheses.
- Bayesian Statistics: Introduction to Bayesian inference and estimators.
1.2 ๐ ๏ธ Tools and Resources
All examples and exercises are implemented using R, the primary statistical computing tool for this course. Youโll also find:
- Interactive visualizations to aid understanding.
- Cheatsheets summarizing key formulas and concepts.
- Practice questions with step-by-step solutions.
1.3 ๐ Getting Started
Navigate to the Topics page to begin exploring specific areas of the course. For more information about this site, visit the About page.
Note: This site is an independent student-led initiative and is not officially affiliated with ANU.