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Essays in honor of {Edward} {M.} White} {Writing assessment in the 21st century. essays in honor of {Edward} {M.} white}\ (\BPGS\ 87--100). \newblock \APACaddressPublisher{}{Hampton Press}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Fr\"uthwirth-Schnatter% }{% Fr\"uthwirth-Schnatter% }{% {\protect \APACyear {2001}}% }]{% Fruthwirth2001} \APACinsertmetastar {% Fruthwirth2001}% \begin{APACrefauthors}% Fr\"uthwirth-Schnatter, S.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2001}{}{}. \newblock {\BBOQ}\APACrefatitle {{Markov} Chain {Monte} {Carlo} Estimation of Classical and Dynamic Switching and Mixture Models.} {{Markov} chain {Monte} {Carlo} estimation of classical and dynamic switching and mixture models.}{\BBCQ} \newblock \APACjournalVolNumPages{Journal of the American Statistical Association}{96}{453}{194--209}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Gelman% \ \protect \BOthers {.}}{% Gelman% \ \protect \BOthers {.}}{% {\protect \APACyear {2013}}% }]{% BDA3} \APACinsertmetastar {% BDA3}% \begin{APACrefauthors}% Gelman, A.% , Carlin, J\BPBI B.% , Stern, H\BPBI S.% , Dunson, D\BPBI B.% , Vehtari, A.% \BCBL {}\ \BBA {} Rubin, D\BPBI B.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYear{2013}. \newblock \APACrefbtitle {{Bayesian} data analysis} {{Bayesian} data analysis}\ (\PrintOrdinal{3rd}\ \BEd). \newblock \APACaddressPublisher{}{Chapman and Hall}. \newblock \APACrefnote{The third edition is revised and expanded and has material that the earlier editions lack.} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Gelman% \ \BBA {} Shirley% }{% Gelman% \ \BBA {} Shirley% }{% {\protect \APACyear {2011}}% }]{% GelmanShirley2011} \APACinsertmetastar {% GelmanShirley2011}% \begin{APACrefauthors}% Gelman, A.% \BCBT {}\ \BBA {} Shirley, K.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2011}{}{}. \newblock {\BBOQ}\APACrefatitle {Inference from Simulations and Monitoring Convergence} {Inference from simulations and monitoring convergence}.{\BBCQ} \newblock \BIn{} S.~Brooks, A.~Gelman, G\BPBI L.~Jones\BCBL {}\ \BBA {} X.~Meng\ (\BEDS), \APACrefbtitle {Handbook of Markov Chain Monte Carlo} {Handbook of markov chain monte carlo}\ (\BPGS\ 163--174). \newblock \APACaddressPublisher{}{CRC Press}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Geyer% }{% Geyer% }{% {\protect \APACyear {2011}}% }]{% Geyer2011} \APACinsertmetastar {% Geyer2011}% \begin{APACrefauthors}% Geyer, C\BPBI J.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2011}{}{}. \newblock {\BBOQ}\APACrefatitle {Introduction to {Markov} Chain {Monte} {Carlo}} {Introduction to {Markov} chain {Monte} {Carlo}}.{\BBCQ} \newblock \BIn{} S.~Brooks, A.~Gelman, G\BPBI L.~Jones\BCBL {}\ \BBA {} X.~Meng\ (\BEDS), \APACrefbtitle {Handbook of Markov Chain Monte Carlo} {Handbook of markov chain monte carlo}\ (\BPGS\ 3--48). \newblock \APACaddressPublisher{}{CRC Press}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Gruen% \ \BBA {} Leisch% }{% Gruen% \ \BBA {} Leisch% }{% {\protect \APACyear {2008}}% }]{% flexmix} \APACinsertmetastar {% flexmix}% \begin{APACrefauthors}% Gruen, B.% \BCBT {}\ \BBA {} Leisch, F.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2008}{}{}. \newblock {\BBOQ}\APACrefatitle {{FlexMix} Version 2: Finite mixtures with concomitant variables and varying and constant parameters} {{FlexMix} version 2: Finite mixtures with concomitant variables and varying and constant parameters}.{\BBCQ} \newblock \APACjournalVolNumPages{Journal of Statistical Software}{28}{4}{1--35}. \newblock \begin{APACrefURL} \url{http://www.jstatsoft.org/v28/i04/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Li% }{% Li% }{% {\protect \APACyear {2013}}% }]{% Li2013} \APACinsertmetastar {% Li2013}% \begin{APACrefauthors}% Li, T.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYear{2013}. \unskip\ \newblock \APACrefbtitle {A {Bayesian} Hierarchical Mixture Approach to Model Timing Data with Application to Writing Assessment} {A {Bayesian} hierarchical mixture approach to model timing data with application to writing assessment}\ \APACtypeAddressSchool {\BUMTh}{}{}. \unskip\ \newblock \APACaddressSchool {}{Florida State University}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% McLachlan% \ \BBA {} Krishnan% }{% McLachlan% \ \BBA {} Krishnan% }{% {\protect \APACyear {2008}}% }]{% mclachlan2008EM} \APACinsertmetastar {% mclachlan2008EM}% \begin{APACrefauthors}% McLachlan, G.% \BCBT {}\ \BBA {} Krishnan, T.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYear{2008}. \newblock \APACrefbtitle {The {EM} algorithm and extensions} {The {EM} algorithm and extensions}\ (\PrintOrdinal{2nd}\ \BEd). \newblock \APACaddressPublisher{}{Wiley}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% McLachlan% \ \BBA {} Peel% }{% McLachlan% \ \BBA {} Peel% }{% {\protect \APACyear {2000}}% }]{% McLachlanPeel2000} \APACinsertmetastar {% McLachlanPeel2000}% \begin{APACrefauthors}% McLachlan, G.% \BCBT {}\ \BBA {} Peel, D.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYear{2000}. \newblock \APACrefbtitle {Finite Mixture Models} {Finite mixture models}. \newblock \APACaddressPublisher{}{Wiley}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Mislevy% , Almond% , Yan% \BCBL {}\ \BBA {} Steinberg% }{% Mislevy% \ \protect \BOthers {.}}{% {\protect \APACyear {1999}}% }]{% WhereNumbers} \APACinsertmetastar {% WhereNumbers}% \begin{APACrefauthors}% Mislevy, R\BPBI J.% , Almond, R\BPBI G.% , Yan, D.% \BCBL {}\ \BBA {} Steinberg, L\BPBI S.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{1999}{}{}. \newblock {\BBOQ}\APACrefatitle {Bayes nets in educational assessment: Where the numbers come from.} {Bayes nets in educational assessment: Where the numbers come from.}{\BBCQ} \newblock \BIn{} K\BPBI B.~Laskey\ \BBA {} H.~Prade\ (\BEDS), \APACrefbtitle {Uncertainty in Artificial Intelligence '99} {Uncertainty in artificial intelligence '99}\ (\BPG~437-446). \newblock \APACaddressPublisher{}{Morgan-Kaufmann}. \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Neal% }{% Neal% }{% {\protect \APACyear {2011}}% }]{% Neal2011} \APACinsertmetastar {% Neal2011}% \begin{APACrefauthors}% Neal, R\BPBI M.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2011}{}{}. \newblock {\BBOQ}\APACrefatitle {{MCMC} Using {Hamiltonian} Dynamics} {{MCMC} using {Hamiltonian} dynamics}.{\BBCQ} \newblock \BIn{} MCMCHandbook\ (\BED), (\BPGS\ 113--162). \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Plummer% }{% Plummer% }{% {\protect \APACyear {2012}}% }]{% JAGS} \APACinsertmetastar {% JAGS}% \begin{APACrefauthors}% Plummer, M.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2012}{May}{}. \newblock {\BBOQ}\APACrefatitle {{JAGS} Version 3.2.0 User Manual} {{JAGS} version 3.2.0 user manual}{\BBCQ}\ (\PrintOrdinal{3.2.0}\ \BEd)\ [\bibcomputersoftwaremanual]. \newblock \begin{APACrefURL} \url{http://mcmc-jags.sourceforge.net/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Plummer% , Best% , Cowles% \BCBL {}\ \BBA {} Vines% }{% Plummer% \ \protect \BOthers {.}}{% {\protect \APACyear {2006}}% }]{% coda} \APACinsertmetastar {% coda}% \begin{APACrefauthors}% Plummer, M.% , Best, N.% , Cowles, K.% \BCBL {}\ \BBA {} Vines, K.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2006}{}{}. \newblock {\BBOQ}\APACrefatitle {CODA: Convergence Diagnosis and Output Analysis for MCMC} {Coda: Convergence diagnosis and output analysis for mcmc}.{\BBCQ} \newblock \APACjournalVolNumPages{R News}{6}{1}{7--11}. \newblock \begin{APACrefURL} \url{http://CRAN.R-project.org/doc/Rnews/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% {R Core Team}% }{% {R Core Team}% }{% {\protect \APACyear {2014}}% }]{% R} \APACinsertmetastar {% R}% \begin{APACrefauthors}% {R Core Team}.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2014}{}{}. \newblock {\BBOQ}\APACrefatitle {R: A Language and Environment for Statistical Computing} {R: A language and environment for statistical computing}{\BBCQ}\ [\bibcomputersoftwaremanual]. \newblock \APACaddressPublisher{Vienna, Austria}{}. \newblock \begin{APACrefURL} \url{http://www.R-project.org/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% {Stan Development Team}% }{% {Stan Development Team}% }{% {\protect \APACyear {2013}}% }]{% stan} \APACinsertmetastar {% stan}% \begin{APACrefauthors}% {Stan Development Team}.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2013}{}{}. \newblock {\BBOQ}\APACrefatitle {Stan: A {C++} Library for Probability and Sampling} {Stan: A {C++} library for probability and sampling}{\BBCQ}\ (\PrintOrdinal{Version 2.2.0}\ \BEd)\ [\bibcomputersoftwaremanual]. \newblock \begin{APACrefURL} \url{http://mc-stan.org/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Thomas% , O'Hara% , Ligges% \BCBL {}\ \BBA {} Sturtz% }{% Thomas% \ \protect \BOthers {.}}{% {\protect \APACyear {2006}}% }]{% OpenBUGSAnnounce} \APACinsertmetastar {% OpenBUGSAnnounce}% \begin{APACrefauthors}% Thomas, A.% , O'Hara, B.% , Ligges, U.% \BCBL {}\ \BBA {} Sturtz, S.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{2006}{}{}. \newblock {\BBOQ}\APACrefatitle {Making {BUGS} Open} {Making {BUGS} open}.{\BBCQ} \newblock \APACjournalVolNumPages{{R} News}{6}{}{12-17}. \newblock \begin{APACrefURL} \url{http://www.rni.helsinki.fi/~boh/publications/Rnews2006-1.pdf} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Thomas% , Spiegelhalter% \BCBL {}\ \BBA {} Gilks% }{% Thomas% \ \protect \BOthers {.}}{% {\protect \APACyear {1992}}% }]{% BUGSCite} \APACinsertmetastar {% BUGSCite}% \begin{APACrefauthors}% Thomas, A.% , Spiegelhalter, D\BPBI J.% \BCBL {}\ \BBA {} Gilks, W\BPBI R.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{1992}{}{}. \newblock {\BBOQ}\APACrefatitle {{BUGS}: A program to perform {Bayesian} inference using {Gibbs} sampling} {{BUGS}: A program to perform {Bayesian} inference using {Gibbs} sampling}.{\BBCQ} \newblock \BIn{} J\BPBI M.~Bernardo, J\BPBI O.~Berger, A\BPBI P.~Dawid\BCBL {}\ \BBA {} A\BPBI F\BPBI M.~Smith\ (\BEDS), \APACrefbtitle {{Bayesian} Statistics 4.\/} {{Bayesian} statistics 4.\/}\ (\BPGS\ 837--842). \newblock \APACaddressPublisher{}{Clarendon Press}. \PrintBackRefs{\CurrentBib} \end{thebibliography}