\documentclass[nojss]{jss} %\VignetteEngine{knitr::knitr} %\VignetteIndexEntry{The BART R package} \usepackage{thumbpdf,lmodern} \graphicspath{{figures/}} % folder with figures \usepackage[]{graphicx} \usepackage[]{color} \usepackage{tikz} \usepackage{upquote} %% maxwidth is the original width if it is less than linewidth %% otherwise use linewidth (to make sure the graphics do not exceed the margin) % \makeatletter % \def\maxwidth{ % % \ifdim\Gin@nat@width>\linewidth % \linewidth % \else % \Gin@nat@width % \fi % } % \makeatother % \definecolor{fgcolor}{rgb}{0.345, 0.345, 0.345} % \newcommand{\hlnum}[1]{\textcolor[rgb]{0.686,0.059,0.569}{#1}}% % \newcommand{\hlstr}[1]{\textcolor[rgb]{0.192,0.494,0.8}{#1}}% % \newcommand{\hlcom}[1]{\textcolor[rgb]{0.678,0.584,0.686}{\textit{#1}}}% % \newcommand{\hlopt}[1]{\textcolor[rgb]{0,0,0}{#1}}% % \newcommand{\hlstd}[1]{\textcolor[rgb]{0.345,0.345,0.345}{#1}}% % \newcommand{\hlkwa}[1]{\textcolor[rgb]{0.161,0.373,0.58}{\textbf{#1}}}% % \newcommand{\hlkwb}[1]{\textcolor[rgb]{0.69,0.353,0.396}{#1}}% % \newcommand{\hlkwc}[1]{\textcolor[rgb]{0.333,0.667,0.333}{#1}}% % \newcommand{\hlkwd}[1]{\textcolor[rgb]{0.737,0.353,0.396}{\textbf{#1}}}% % \let\hlipl\hlkwb % \usepackage{framed} % \makeatletter % \newenvironment{kframe}{% % \def\at@end@of@kframe{}% % \ifinner\ifhmode% % \def\at@end@of@kframe{\end{minipage}}% % \begin{minipage}{\columnwidth}% % \fi\fi% % \def\FrameCommand##1{\hskip\@totalleftmargin \hskip-\fboxsep % \colorbox{shadecolor}{##1}\hskip-\fboxsep % % There is no \\@totalrightmargin, so: % \hskip-\linewidth \hskip-\@totalleftmargin \hskip\columnwidth}% % \MakeFramed {\advance\hsize-\width % \@totalleftmargin\z@ \linewidth\hsize % \@setminipage}}% % {\par\unskip\endMakeFramed% % \at@end@of@kframe} % \makeatother % \definecolor{shadecolor}{rgb}{.97, .97, .97} % \definecolor{messagecolor}{rgb}{0, 0, 0} % \definecolor{warningcolor}{rgb}{1, 0, 1} % \definecolor{errorcolor}{rgb}{1, 0, 0} %\newenvironment{knitrout}{}{} % an empty environment to be redefined in TeX \usepackage{alltt} %\usepackage{verbatim} \usepackage{statex2} \usepackage[authoryear,round]{natbib} \usepackage{rotating} %\usepackage{pdfsync} %\synctex=1 %% -- Article metainformation (author, title, ...) ----------------------------- %% - \author{} with primary affiliation %% - \Plainauthor{} without affiliations %% - Separate authors by \And or \AND (in \author) or by comma (in \Plainauthor). %% - \AND starts a new line, \And does not. %\author{Achim Zeileis\\Universit\"at Innsbruck % \And Second Author\\Plus Affiliation} %\Plainauthor{Achim Zeileis, Second Author} \author{Rodney Sparapani\\Medical College of Wisconsin \And Charles Spanbauer\\University of Minnesota \And Robert McCulloch\\Arizona State University} \Plainauthor{Rodney Sparapani, Robert McCulloch, Charles Spanbauer} %% - \title{} in title case %% - \Plaintitle{} without LaTeX markup (if any) %% - \Shorttitle{} with LaTeX markup (if any), used as running title %\title{A Short Demo Article: Regression Models for Count Data in \proglang{R}} %\Plaintitle{A Short Demo Article: Regression Models for Count Data in R} %\Shorttitle{A Short Demo Article in \proglang{R}} \title{The \pkg{BART} \proglang{R} package} \Plaintitle{The BART R package} \Shorttitle{The \pkg{BART} package} %% - \Abstract{} almost as usual \Abstract{ Bayesian Additive Regression Trees (BART) provide flexible nonparametric modeling of covariates for continuous, binary, categorical and time-to-event outcomes. For more information see Sparapani, Spanbauer and McCulloch . } %% - \Keywords{} with LaTeX markup, at least one required %% - \Plainkeywords{} without LaTeX markup (if necessary) %% - Should be comma-separated and in sentence case. \Keywords{binary trees, black-box, categorical, competing risks, continuous, ensemble predictive model, forking, multinomial, multi-threading, OpenMP, recurrent events, survival analysis} \Plainkeywords{binary trees, black-box, categorical, competing risks, continuous, ensemble predictive model, forking, multinomial, multi-threading, OpenMP, recurrent events, survival analysis} %% - \Address{} of at least one author %% - May contain multiple affiliations for each author %% (in extra lines, separated by \emph{and}\\). %% - May contain multiple authors for the same affiliation %% (in the same first line, separated by comma). \Address{ Rodney Sparapani {rsparapa@mcw.edu}\\ Division of Biostatistics\\ Institute for Health and Equity\\ Medical College of Wisconsin, Milwaukee campus\\ 8701 Watertown Plank Road\\ Milwaukee, WI\ \ 53226, USA\\ %E-mail: {rsparapa@mcw.edu} } %\IfFileExists{upquote.sty}{\usepackage{upquote}}{} \begin{document} \maketitle N.B.\ This vignette has been published in an open access journal \citep{SparSpan21}. The material will not be repeated here to save space in the package tarball; however, erratum (if any) will appear here. \clearpage \bibliography{ref} \end{document}