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‎images/brain.tex

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\begin{scope}[shift={(-7.6932,3.5256)}, local bounding box=brain]
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\path[draw,line width=0.025cm] (8.162, -2.8955) circle (0.066cm);
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\path[draw,line width=0.025cm] (8.0485, -3.2243) circle (0.066cm);
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\path[draw,line width=0.025cm] (8.0346, -3.5296) circle (0.066cm);
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\path[draw,line width=0.025cm] (8.2166, -3.757) circle (0.066cm);
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\path[draw,line width=0.025cm] (7.6556, -3.7827) circle (0.066cm);
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\path[draw,line width=0.025cm] (7.6315, -3.5091) circle (0.066cm);
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\path[draw,line width=0.025cm] (7.4451, -3.2224) circle (0.066cm);
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\path[draw,line width=0.025cm] (7.6247, -2.9461) circle (0.066cm);
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\path[draw,line width=0.025cm,miter limit=4.0] (7.6932, -2.6331) -- (7.3637, -2.8234) -- (7.3637, -3.0567) -- (7.1749, -3.1656) -- (7.1749, -3.5256) -- (7.3341, -3.6175) -- (7.3341, -3.8517) -- (7.6883, -4.0562) -- (7.868, -3.9669) -- (8.0478, -4.0562) -- (8.4019, -3.8517) -- (8.4019, -3.6175) -- (8.5611, -3.5256) -- (8.5611, -3.1656) -- (8.3724, -3.0567) -- (8.3724, -2.8234) -- (8.0429, -2.6331) -- (7.868, -2.7341) -- cycle;
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\path[draw,line width=0.025cm,miter limit=4.0] (7.868, -3.9669) -- (7.868, -2.7341);
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\path[draw,line width=0.025cm] (7.5588, -2.9461) -- (7.3637, -2.9461);
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\path[draw,line width=0.025cm] (7.4451, -3.1565) -- (7.4451, -2.9461);
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\path[draw,line width=0.025cm] (7.6316, -3.4431) -- (7.6316, -3.2116) -- (7.868, -3.2116);
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\path[draw,line width=0.025cm] (7.5897, -3.7827) -- (7.4177, -3.7827) -- (7.4177, -3.523) -- (7.1749, -3.523);
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\path[draw,line width=0.025cm] (8.162, -2.9614) -- (8.162, -3.0534) -- (7.868, -3.0534);
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\path[draw,line width=0.025cm] (8.0485, -3.1584) -- (8.0485, -3.0534);
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\path[draw,line width=0.025cm] (8.1005, -3.5296) -- (8.313, -3.5296) -- (8.313, -3.3442) -- (8.5611, -3.3442);
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\path[draw,line width=0.025cm] (8.1507, -3.757) -- (8.0477, -3.757) -- (8.0477, -4.0561);
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\end{scope}

‎images/workflow.tex

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\documentclass{standalone}
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\usepackage{tikz}
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\usetikzlibrary{arrows,positioning,shapes,calc,fit,overlay-beamer-styles}
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\usepackage{dsfont,pifont}
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\newcommand*{\expe}{\mathds{E}}
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\usepackage{amsmath}
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\usepackage{booktabs}
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\usepackage[default]{FiraSans}
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\begin{document}
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\tikzset{
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node/.style={circle, draw, minimum size=3ex, inner sep=0.2},
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edge/.style={->,> = latex'},
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}
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\newcommand{\cmark}{\ding{51}}%
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\newcommand{\xmark}{\ding{55}}%
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\begin{tikzpicture}
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\scriptsize
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\begin{scope}[name prefix=scenario-, local bounding box=specification]
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% Causal DAG
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\begin{scope}[name prefix=dag-]
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\node[node] (x1) at (0,0) {$X_2$};
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\node[node] (x2) at (0,1) {$X_1$};
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\node[node] (i) at (0.5,0.5) {$I$};
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\node[node] (y1) at (1.2,0) {$Y_1$};
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\node[node] (y2) at (1.2,0.5) {$Y_2$};
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\node[node] (y3) at (1.2,1) {$Y_3$};
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\draw[edge] (x1) to (i);
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\draw[edge] (x2) to (i);
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\draw[edge] (i) to (y1);
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\draw[edge] (i) to (y2);
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\draw[edge] (i) to (y3);
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\draw[edge] (x1) to (y1);
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\draw[edge] (x2) to (y3);
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\node[draw=none, rectangle] (nodes) [fit=(x1) (x2) (y1) (y2) (y3) (i)] {};
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\node[draw=none, rectangle, anchor=south] (title) at (nodes.north) {Causal DAG};
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\end{scope}
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\node[draw, rectangle] (dag) [fit=(dag-nodes) (dag-title)] {};
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\begin{scope}[name prefix=scenario-, shift={($(dag.east |- dag-title.north)+(0.3, 0)$)}, anchor=north west]
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\node[draw=none, rectangle] (title) at (0, 0) {Modelling Scenario};
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\node[anchor=north] (constraints) at (title.south) {$\{ x_1 < 5, x_2 = \text{``UK''} \}$};
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\end{scope}
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\node[draw, rectangle] (scenario) [fit=(scenario-title) (scenario-constraints)] {};
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\node[draw=none, rectangle] (scenario) [fit=(dag) (scenario)] {};
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\node[draw=none, rectangle, anchor=south] (title) at (scenario.north) {Causal Specification};
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\end{scope}
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\node[draw, rectangle] [fit=(scenario-scenario) (scenario-title)] {};
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\begin{scope}[name prefix=test-, local bounding box=test-case, shift={($(specification.south)+(0, -1)$)}]
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\node[draw=none, rectangle, anchor=north] (title) at (0, 0) {Causal Test Case};
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\node[anchor=north] (tuple) at (title.south) {$(X=i, \Delta=\text{increase}, Y=y_1)$};
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\coordinate (left) at (scenario-scenario.east |- {(0, 0)});
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\coordinate (right) at (scenario-scenario.west |- {(0, 0)});
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\node[draw, rectangle] [fit=(title) (tuple) (left) (right)] {};
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\end{scope}
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\begin{scope}[name prefix=data-, local bounding box=test-data, shift={($(test-case.south)+(0, -1)$)}]
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\node[draw=none, rectangle, anchor=north] (title) at (0, 0) {Test Data};
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\node[anchor=north] (table) at (title.south) {
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\begin{tabular}{rrrrrr}
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\toprule
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$X_1$ & $X_2$ & $I$ & $Y_1$ & $Y_2$ & $Y_3$ \\
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\midrule
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1.2 & ``UK'' & 0.3 & 7.8 & 4 & 100 \\
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3.2 & ``UK'' & 0.1 & 7.6 & 8 & 95 \\
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\multicolumn{6}{c}{$\vdots$} \\
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\bottomrule
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\end{tabular}
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};
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\coordinate (left) at (scenario-scenario.east |- {(0, 0)});
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\coordinate (right) at (scenario-scenario.west |- {(0, 0)});
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\node[draw, rectangle] [fit=(title) (table) (left) (right)] {};
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\end{scope}
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\begin{scope}[name prefix=estimand-, local bounding box=estimand, anchor=south, shift={($(test-case.east |- test-tuple.south) + (1, 0)$)}]
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\node[anchor=south west] (eqn) at (0,0) {
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$\Delta Y=\expe{[I=0 | X_1]} - \expe{[I=1 | X_1]} $
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};
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\node[draw=none, rectangle, anchor=south] (title) at (eqn.north) {Statistical Estimand};
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\node[draw, rectangle] [fit=(estimand-title) (estimand-eqn)] {};
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\end{scope}
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\begin{scope}[name prefix=estimate-, local bounding box=estimate, shift={($(estimand.east)+(1, 0)$)}]
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\node[draw=none, rectangle, anchor=south west] (title) at (0, 0) {Causal Estimate};
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\node[anchor=north] (table) at (title.south) {
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$\Delta Y=5$
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};
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\coordinate (top) at ({(0, 0)} |- test-title.north);
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\coordinate (bot) at ({(0, 0)} |- estimand-eqn.south);
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\node[draw, rectangle] [fit=(title) (table) (top) (bot)] {};
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\end{scope}
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\begin{scope}[name prefix=oracle-, local bounding box=test-oracle, shift={($(estimate.east) + (1.75, -0.2)$)}]
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\begin{scope}[shift={(0,0)}, local bounding box=brain, scale=1.2]
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\input{brain}
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\end{scope}
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\node[draw=none, rectangle, anchor=south] (title) at (brain.north) {Test Oracle};
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\node[draw, rectangle] [fit=(title) (brain)] {};
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\end{scope}
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\begin{scope}[name prefix=outcome-, local bounding box=test-outcome, shift={($(brain.east |- estimate.east) + (1, 0)$)}]
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\node[draw=none, rectangle, anchor=south west] (title) at (0,0) {Test Outcomes};
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\node[draw=none, anchor=north] (ok) at (title.south) {\cmark ~ \xmark};
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\coordinate (top) at ({(0, 0)} |- test-title.north);
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\coordinate (bot) at ({(0, 0)} |- estimand-eqn.south);
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\node[draw, rectangle] (test-outcome) [fit=(outcome-title) (outcome-ok) (top) (bot)] {};
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\end{scope}
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\draw[edge, dashed] ($(specification.east) + (0.1, 0)$) -- (estimand.north |- specification.east) -- (estimand.north);
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\draw[edge, dashed] (test-case) -- (estimand);
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\draw[edge, dashed] ($(test-data.east) + (0.1, 0)$) -- (estimate.south |- test-data.east) -- (estimate.south);
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\draw[edge, dashed] (estimand) -- (estimate);
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\draw[edge, dashed] (estimate) -- (test-oracle.west |- estimate);
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\draw[edge, dashed] (test-oracle.east |- test-outcome) -- (test-outcome);
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\end{tikzpicture}
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\end{document}

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