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jmafoster1jmafoster1
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New schematic
1 parent e9db312 commit 5aa34ac

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Lines changed: 62 additions & 55 deletions

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‎images/schematic-dark.png‎

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‎images/schematic.png‎

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‎images/schematic.tex‎

Lines changed: 62 additions & 55 deletions
Original file line numberDiff line numberDiff line change
@@ -22,47 +22,14 @@
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\begin{tikzpicture}[background rectangle/.style={fill=none}, show background rectangle, color=black]
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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 (-0.1,-0.2) {$X_1$};
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\node[node] (x2) at (-0.1, 1.2) {$X_2$};
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\node[node] (i) at (0.5,0.5) {$I$};
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\node[node] (y1) at (1.3,-0.2) {$Y_{1}$};
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\node[node] (y2) at (1.3,0.5) {$Y_2$};
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\node[node] (y3) at (1.3,1.2) {$Y_3$};
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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={($(scenario-specification.south)+(0, -1)$)}]
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% Test Case
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\begin{scope}[name prefix=test-, local bounding box=test-case]
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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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\node[draw, rectangle] [fit=(title) (tuple)] {};
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\end{scope}
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% Estimand
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\begin{scope}[name prefix=estimand-, local bounding box=estimand, anchor=south, shift={($(test-test-case.east |- test-tuple.south) + (1, 0)$)}]
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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]} $
@@ -71,6 +38,7 @@
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\node[draw, rectangle] [fit=(estimand-title) (estimand-eqn)] {};
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\end{scope}
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% Estimate
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\begin{scope}[name prefix=estimate-, local bounding box=estimate, shift={($(estimand-estimand.east)+(1, 0)$)}]
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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) {
@@ -81,22 +49,7 @@
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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=data-, local bounding box=test-data, shift={($(estimate-estimate.north)+(0, 1)$)},]
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\node[draw=none, rectangle] (title) at (estimate-estimate |- scenario-title) {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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\node[draw, rectangle] [fit=(title) (table)] {};
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\end{scope}
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% Oracle
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\begin{scope}[name prefix=oracle-, local bounding box=test-oracle, shift={($(estimate-estimate.east) + (1.54, -0.4)$)}]
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\begin{scope}[shift={(0,0)}, local bounding box=brain, scale=1.2]
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\begin{scope}[shift={(-7.6932,3.5256)}, local bounding box=brain]
@@ -126,6 +79,7 @@
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\node[draw, rectangle] [fit=(title) (brain)] {};
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\end{scope}
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% Outcome
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\begin{scope}[name prefix=outcome-, local bounding box=test-outcome, shift={($(oracle-brain.east |- estimate-estimate.east) + (1, 0)$)}]
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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};
@@ -135,13 +89,66 @@
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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] ($(scenario-specification.east) + (0.15, 0)$) -- (estimand-estimand.north |- scenario-specification.east) -- (estimand-estimand.north);
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% Causal DAG
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\begin{scope}[name prefix=dag-, shift={($(estimand-estimand.north) + (0, 2)$)}]
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\node[node] (x1) at (-1, 0) {$X_1$};
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\node[node] (x2) at (-1, 1.4) {$X_2$};
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\node[node] (i) at (0, 0.7) {$I$};
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\node[node] (y1) at (1,0) {$Y_{1}$};
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\node[node] (y2) at (1,0.7) {$Y_2$};
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\node[node] (y3) at (1,1.4) {$Y_3$};
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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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% Scenario
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\begin{scope}[name prefix=scenario-, shift={($(estimand-estimand.south) + (0, -2)$)}]
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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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% Data
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\begin{scope}[name prefix=data-, local bounding box=test-data]
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\node[draw=none, rectangle] (title) at (estimate-estimate |- dag-title) {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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\node[draw, rectangle] [fit=(title) (table)] {};
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\end{scope}
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% DAG outline
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\node[draw, rectangle] (dag) [fit=(dag-nodes) (dag-title) (dag-title |- data-table.south)] {};
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%Information flow
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\draw[edge, dashed] (dag) -- (estimand-estimand.north);
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\draw[edge, dashed] (test-test-case) -- (estimand-estimand);
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\draw[edge, dashed] (scenario.north) -- (estimand-estimand);
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\draw[edge, dashed] (scenario.north) -- ([yshift=7.3mm]scenario.north) -- ([yshift=7.3mm]scenario.north -| test-test-case) -- (test-test-case);
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\draw[edge, dashed] (scenario.north) -- ([yshift=7.3mm]scenario.north) -- ([yshift=7.3mm]scenario.north -| estimate-estimate) -- (estimate-estimate);
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\draw[edge, dashed] (data-test-data.south) -- (estimate-estimate.north);
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\draw[edge, dashed] (estimand-estimand) -- (estimate-estimate);
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\draw[edge, dashed] (estimate-estimate) -- (oracle-test-oracle.west |- estimate-estimate);
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\draw[edge, dashed] (oracle-test-oracle.east |- outcome-test-outcome) -- (outcome-test-outcome);
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\end{tikzpicture}
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\end{document}
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\end{document}

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