\relax \citation{Albert2009} \@writefile{toc}{\contentsline {chapter}{\numberline {4}Bayesian Statistics}{82}} \@writefile{lof}{\addvspace {10\p@ }} \@writefile{lot}{\addvspace {10\p@ }} \newlabel{chap:bayesianstatistics}{{4}{82}} \@writefile{toc}{\contentsline {section}{\numberline {4.1}Learning About the Proportion of Landfalls}{82}} \newlabel{sec:learningaboutproportions}{{4.1}{82}} \citation{Albert2011} \newlabel{eq:beta}{{4.1}{83}} \@writefile{lof}{\contentsline {figure}{\numberline {4.1}{\ignorespaces Beta density describing hurricane landfall proportion.}}{84}} \newlabel{fig:beta:prior}{{4.1}{84}} \newlabel{eq:binomlike}{{4.2}{85}} \newlabel{eq:Bayesrule}{{4.3}{85}} \@writefile{lof}{\contentsline {figure}{\numberline {4.2}{\ignorespaces Densities describing hurricane landfall proportion.}}{86}} \newlabel{fig:prior:like:post}{{4.2}{86}} \@writefile{toc}{\contentsline {section}{\numberline {4.2}Inference}{87}} \newlabel{sec:inference}{{4.2}{87}} \@writefile{toc}{\contentsline {section}{\numberline {4.3}Credible Interval}{88}} \newlabel{eq:prop:95ci}{{4.4}{88}} \@writefile{toc}{\contentsline {section}{\numberline {4.4}Predictive Density}{89}} \newlabel{eq:preddensity}{{4.5}{89}} \@writefile{lof}{\contentsline {figure}{\numberline {4.3}{\ignorespaces Predictive probabilities for the number of land falling hurricanes.}}{90}} \newlabel{fig:predictedlandfallprobs}{{4.3}{90}} \citation{Winkler2003} \@writefile{toc}{\contentsline {section}{\numberline {4.5}Is Bayes Rule Needed?}{91}} \citation{Jackman2009} \citation{Albert2009} \citation{HodgesEtAl2012} \@writefile{toc}{\contentsline {section}{\numberline {4.6}Bayesian Computation}{92}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.6.1}Time-to-Acceptance}{93}} \newlabel{sec:tta}{{4.6.1}{93}} \citation{Albert2009} \@writefile{lof}{\contentsline {figure}{\numberline {4.4}{\ignorespaces AMS journals publishing articles with `hurricane' in the title.}}{94}} \newlabel{fig:barplotjournals}{{4.4}{94}} \newlabel{eq:gammaposterior}{{4.7}{94}} \newlabel{eq:gammasampling}{{4.8}{95}} \@writefile{lof}{\contentsline {figure}{\numberline {4.5}{\ignorespaces Posterior density of the gamma parameters for a model describing time-to-acceptance.}}{96}} \newlabel{fig:jointposterior}{{4.5}{96}} \@writefile{lof}{\contentsline {figure}{\numberline {4.6}{\ignorespaces Probability of paper acceptance as a function of submit date.}}{97}} \newlabel{fig:probvsdate}{{4.6}{97}} \citation{Jackman2009} \citation{LunnEtAl2000} \citation{Plummer2011} \@writefile{toc}{\contentsline {subsection}{\numberline {4.6.2}Markov chain Monte Carlo approach}{98}} \newlabel{sec:mcmc}{{4.6.2}{98}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.6.3}JAGS}{98}} \newlabel{sec:jags}{{4.6.3}{98}} \@writefile{lof}{\contentsline {figure}{\numberline {4.7}{\ignorespaces Directed acyclic graph of the landfall proportions model.}}{100}} \newlabel{fig:DAG}{{4.7}{100}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.6.4}WinBUGS}{102}} \newlabel{sec:winbugs}{{4.6.4}{102}} \@writefile{lof}{\contentsline {figure}{\numberline {4.8}{\ignorespaces Posterior samples of time to acceptance. (a) Trace plot and (b) histogram.}}{104}} \newlabel{fig:UScounts}{{4.8}{104}} \citation{PlummerEtAl2010} \@setckpt{Chap04/Chapter04}{ \setcounter{page}{106} \setcounter{equation}{9} \setcounter{enumi}{0} \setcounter{enumii}{0} \setcounter{enumiii}{0} \setcounter{enumiv}{0} \setcounter{footnote}{2} \setcounter{mpfootnote}{0} \setcounter{part}{1} \setcounter{chapter}{4} \setcounter{section}{6} \setcounter{subsection}{4} \setcounter{subsubsection}{0} \setcounter{paragraph}{0} \setcounter{subparagraph}{0} \setcounter{figure}{8} \setcounter{table}{0} \setcounter{LT@tables}{0} \setcounter{LT@chunks}{0} \setcounter{FancyVerbLine}{2} \setcounter{NAT@ctr}{0} \setcounter{density}{-180} }