Exploring Stats 100c Linear Models Lecture 4 Afternoon
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- Recap of unbiased risk prediction, AIC, BIC and
- Review of probability, extension to random vectors and matrices.
- Linear Model
- Projection matrices, statistical
- Efron's optimism theorem, Unbiased estimate of the (prediction) risk, Mallow's C_p.
In-Depth Information on Stats 100c Linear Models Lecture 4 Afternoon
Covariance matrix of a Covariance matrix of a The ensemble view --- abstract meaning of confidence intervals (CI), p-values, hypothesis testing (HT), etc. Concrete construction ... Linear Models
Parametric confidence intervals and prediction intervals Teaser for conformal prediction.
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