Media Summary: Parametric confidence intervals and prediction intervals Teaser for conformal prediction. Gauss-Markov theorem Generalized Least-Squares (GLS) The ensemble view --- abstract meaning of confidence intervals (CI), p-values, hypothesis testing (HT), etc. Concrete construction ...
Stats 100c Linear Models Spring - Detailed Analysis & Overview
Parametric confidence intervals and prediction intervals Teaser for conformal prediction. Gauss-Markov theorem Generalized Least-Squares (GLS) The ensemble view --- abstract meaning of confidence intervals (CI), p-values, hypothesis testing (HT), etc. Concrete construction ... Special cases of the F-test: ANOVA, One-way classification, etc. Split conformal prediction in depth Proof that it gives correct (marginal) coverage Difference between marginal and conditional ... 00:00 Recap Hypothesis testing 03:00 Recap p-values -- power 08:15 CI for
00:00 Recap of theorem on QF 02:15 Proof of the theorem \ P y\ ^2 \sim \chi^2_r 32:15 Example/exercise 34:00 Cochran's ... Do you want to take a class with me? Visit to register for a class. You can either do "live" classes, where you'll ...
