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Mar 5th, 2015
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  1. begin{frame}[t]{Bootstrap}
  2. begin{itemize}
  3. item Compute variability of parameter by means of resampling with replacement
  4. item Standard error necessary to compute prediction error
  5. item Algorithm Efron and Tibshirani (1994)
  6. item $hat{theta^{*}}(b) = s(x^{*b})$
  7. setbeamertemplate{itemize items}[ball]
  8.  
  9. framebox{
  10. item textbf{Step 1} Select B independent bootstrap samples $x^{*1}$, $x^{*2}$,... $x^{*B}$ each consisting of n data values drawn with replacement from $x$
  11. }
  12. end{itemize}
  13. end{frame}
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