revising error analysis
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@@ -2525,7 +2525,7 @@ $\hat{\sigma}^2 (\hat{\beta}_j ) = \hat{\sigma}^2 \sqrt{
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construct a confidence interval for the estimates.
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In a similar way, we cna obtain analytical expressions for say the
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In a similar way, we can obtain analytical expressions for say the
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expectation values of the parameters $\bm{\beta}$ and their variance
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when we employ Ridge regression, and thereby a confidence interval.
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@@ -2562,7 +2562,7 @@ This means the variance we obtain with the standard OLS will always for $\lambda
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!split
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===== Resampling methods =====
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Discuss types of error and how we proceed in doing so.
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Discuss types of error and how we proceed in doing so. In particular emphasize with examples the difference between the test error and the training error.
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!split
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