Statistics ‘22 course program

Seminar 1.

Probability revision: distributions. Notes.

Seminar 2.

Probability revision: multivariate random variables (MRV). Notes.

Seminar 3.

MRV Part II. Continuous MRV. Introduction to Statistics.

Materials. Notes.

Seminar 4.

Sampling distribution. Point estimation. Unbiased estimators. Mean Squared Error.

Materials. Notes.

Seminar 5.

Central Limit Theorem. Confidence Intervals. Estimation of population mean, given population variance.

Materials. Notes.

Seminar 6.

Confidence Intervals: estimation of population proportion, difference between population means, difference between population proportions.

Materials. Notes.

Seminar 7.

Confidence Intervals: estimation of population mean without population variance. Student’s t-distribution.

• Seminar materials.
• Notes.
• Notes from online seminar.
• Theory we need for understanding chi-squared and t-distribution.
• Notebook with visualisation of density functions

Confidence Intervals: Overview.

• Confidence Intervals cookbook 🥘🍳🍷

Seminar 8.

🚧 Construction in progress. 🚧

Seminar 9.

Hypotheses Testing: test of population mean with known and unknown variance, test for population proportion.

Materials. List of problems.

Hypotheses Testing: Overview.

• Hypothese Testing cookbook 🍞🧈🍴