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timcdlucas committed Oct 21, 2020
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23 changes: 0 additions & 23 deletions pandemic_software.Rmd

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14 changes: 0 additions & 14 deletions task_list.md

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154 changes: 79 additions & 75 deletions unit_testing.tex
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% Options for packages loaded elsewhere
\PassOptionsToPackage{unicode}{hyperref}
\PassOptionsToPackage{hyphens}{url}
%
\documentclass[
]{article}
\documentclass[]{elsarticle} %review=doublespace preprint=single 5p=2 column
%%% Begin My package additions %%%%%%%%%%%%%%%%%%%
\usepackage[hyphens]{url}



\usepackage{lineno} % add
\providecommand{\tightlist}{%
\setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}}

\usepackage{graphicx}
\usepackage{booktabs} % book-quality tables
%%%%%%%%%%%%%%%% end my additions to header

\usepackage[T1]{fontenc}
\usepackage{lmodern}
\usepackage{amssymb,amsmath}
\usepackage{ifxetex,ifluatex}
\usepackage{fixltx2e} % provides \textsubscript
% use upquote if available, for straight quotes in verbatim environments
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\ifnum 0\ifxetex 1\fi\ifluatex 1\fi=0 % if pdftex
\usepackage[T1]{fontenc}
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\usepackage{textcomp} % provide euro and other symbols
\else % if luatex or xetex
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% Use upquote if available, for straight quotes in verbatim environments
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}{}
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\usepackage{xcolor}
\IfFileExists{xurl.sty}{\usepackage{xurl}}{} % add URL line breaks if available
\IfFileExists{bookmark.sty}{\usepackage{bookmark}}{\usepackage{hyperref}}
\hypersetup{
pdfauthor={Tim CD Lucas; Timothy M Pollington; Emma L Davis; T Déirdre Hollingsworth},
pdfkeywords={unit testing, software development, reproducible science, computational models},
hidelinks,
pdfcreator={LaTeX via pandoc}}
\urlstyle{same} % disable monospaced font for URLs
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% use microtype if available
\IfFileExists{microtype.sty}{\usepackage{microtype}}{}
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\usepackage{color}
\usepackage{fancyvrb}
\newcommand{\VerbBar}{|}
Expand Down Expand Up @@ -82,32 +72,29 @@
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% Correct order of tables after \paragraph or \subparagraph
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% Allow footnotes in longtable head/foot
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% Scale images if necessary, so that they will not overflow the page
% margins by default, and it is still possible to overwrite the defaults
% using explicit options in \includegraphics[width, height, ...]{}
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% Set default figure placement to htbp
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\usepackage{longtable}
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unicode=false, % unicode breaks when used with xetex
xetex]{hyperref}
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bookmarks=true,
pdfauthor={},
pdftitle={},
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\urlstyle{same} % don't use monospace font for urls

\setcounter{secnumdepth}{5}
% Pandoc toggle for numbering sections (defaults to be off)


% Pandoc header
\usepackage{caption}
\usepackage{floatrow}
\usepackage{upquote}
Expand All @@ -120,20 +107,34 @@
%\@addtoreset{chunk}{section}
\makeatother

\title{Responsible modelling: Unit testing for infectious disease epidemiology.}
\author{Tim CD Lucas\footnote{Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, UK. Centre for Environment and Health, School of Public Health, Imperial College, UK. \href{mailto:[email protected]}{\nolinkurl{[email protected]}}} \and Timothy M Pollington\footnote{Big Data Institute, Li Ka Shing Centre for Health Information and Discovery. MathSys CDT, University of Warwick, UK} \and Emma L Davis\footnote{Big Data Institute, Li Ka Shing Centre for Health Information and Discovery} \and T Déirdre Hollingsworth\footnote{Big Data Institute, Li Ka Shing Centre for Health Information and Discovery}}
\date{}


\begin{document}
\maketitle
\begin{abstract}
Infectious disease epidemiology is increasingly reliant on large-scale computation and inference.
Models have guided health policy for epidemics including COVID-19 and Ebola and endemic diseases including malaria and tuberculosis.
Yet a coding bug may bias results, yielding incorrect conclusions and actions causing avoidable harm.
We are ethically obliged to make our code as free of error as possible.
Unit testing is a coding method to avoid such bugs, but it is rarely used in epidemiology.
We demonstrate how unit testing can handle the particular quirks of infectious disease models and aim to increase uptake of this methodology in our field.
\end{abstract}
\begin{frontmatter}

\title{Responsible modelling: Unit testing for infectious disease epidemiology.}
\author[Big Data Institute]{Tim CD Lucas}
\ead{[email protected]}
\author[Big Data Institute]{Timothy M Pollington}

\author[Big Data Institute]{Emma L Davis}

\author[Big Data Institute]{T Déirdre Hollingsworth}

\address[Big Data Institute]{Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, UK}
\address[Imperial]{Centre for Environment and Health, School of Public Health, Imperial College, UK}
\address[MathSys CDT]{MathSys CDT, University of Warwick, UK}

\begin{abstract}
Infectious disease epidemiology is increasingly reliant on large-scale computation and inference.
Models have guided health policy for epidemics including COVID-19 and Ebola and endemic diseases including malaria and tuberculosis.
Yet a coding bug may bias results, yielding incorrect conclusions and actions causing avoidable harm.
We are ethically obliged to make our code as free of error as possible.
Unit testing is a coding method to avoid such bugs, but it is rarely used in epidemiology.
We demonstrate how unit testing can handle the particular quirks of infectious disease models and aim to increase uptake of this methodology in our field.
\end{abstract}
\begin{keyword} unit testing, software development, reproducible science, computational models\end{keyword}
\end{frontmatter}

\newpage

Expand Down Expand Up @@ -1100,4 +1101,7 @@ \section*{References}\label{references}}
\leavevmode\hypertarget{ref-wilson2014best}{}%
Wilson, Greg, Dhavide A Aruliah, C Titus Brown, Neil P Chue Hong, Matt Davis, Richard T Guy, Steven HD Haddock, et al. 2014. ``Best Practices for Scientific Computing.'' \emph{PLoS Biol.} 12 (1).


\end{document}


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