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\begin{document}

\title{\textbf{Computer Intensive Methods: Appendix}}
\author{R.C.H. Cheng \\
%EndAName
School of Mathematics\\
University of Southampton\\
Southampton SO17 1BJ\\
UK}
\date{June 2005}
\maketitle

\section{The Bootstrap}

\subsection{The Bootstrap Concept}

\subsection{Basic Method}

\subsection{The Double Bootstrap and Bias Correction}

\subsection{Parametric Bootstrap}

\section{Percentiles and Confidence Intervals}

\subsection{Percentiles}

\subsection{Confidence Intervals by Direct Bootstrapping}

\subsection{Studentization}

\subsection{Percentile Methods}

\section{Theory}

\subsection{Convergence Rates}

\subsection{Asymptotic Accuracy of EDF's}

\subsection{Asymptotic Accuracy of Confidence Intervals}

\subsection{Failure of Bootstrapping}

\section{Monte-Carlo/Simulation Models}

\subsection{Direct Models}

\subsection{Metamodels}

\subsection{Linear Metamodels}

\subsection{NonLinear Metamodels}

\subsection{Uses of Metamodels}

\subsection{Metamodel Comparison and Selection}

\section{Bootstrap Comparisons}

\subsection{Goodness-of-Fit and Validation}

\subsection{Comparison of Different Systems}

\section{Bayesian Models}

\section{Time Series Output}

\subsection{Residual Sampling}

\subsection{Block Sampling}

\subsection{Spectral resampling}

\section{Final Comment}

\end{document}
