diff --git a/Paper/sections/06_Results.tex b/Paper/sections/06_Results.tex index 9ae780a..8a8bd87 100644 --- a/Paper/sections/06_Results.tex +++ b/Paper/sections/06_Results.tex @@ -16,7 +16,7 @@ Most trials lasted less than 1,500 days, as can be seen in \ref{fig:trial_durations}. Although there are a large number of snapshots that will be used to fit the model, the number of trials -- the unit of observation -- are quite low. -Add to the fact that these are spread over multiple IDC-10 categories +Add to the fact that these are spread over multiple ICD-10 categories and the overall quantity of trials is quite low. To continue, we can use a scatterplot to get a rough idea of the observed @@ -26,21 +26,21 @@ the correlation (measured at $0.34$) is apparent. \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay} + \includegraphics[width=\textwidth]{../assets/img/HistTrialDurations_Faceted} \todo{Replace this graphic with the histogram of trial durations} \caption{Histograms of Trial Durations} \label{fig:trial_durations} \end{figure} \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay} + \includegraphics[width=\textwidth]{../assets/img/HistSnapshots} \todo{Replace this graphic with the histogram of snapshots} \caption{Histogram of the count of Snapshots} \label{fig:snapshot_counts} \end{figure} \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay} + \includegraphics[width=\textwidth]{../assets/img/SnapshotsVsDurationVsTermination} \todo{Replace this graphic with the scatterplot comparing durations and snapshots} \caption{Scatterplot comparing the Count of Snapshots and Trial Duration} \label{fig:snapshot_counts} @@ -63,15 +63,14 @@ Estimated Baysian Fraction of Missing Information (E-BFMI) , suggesting that there are some parts of the posterior distribution that were not explored well during the model fitting. I presume this is due to the low number of trials in some of the -IDC-10 categories. +ICD-10 categories. We can see in Figure \ref{fig:barchart_idc_categories} that some of these disease categories had a single trial represented while others were not represented at all. \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay} - \todo{Replace this graphic with the barchart of trials by categories.} - \caption{Bar chart of trials by IDC-10 categories} + \includegraphics[width=\textwidth]{../assets/img/CategoryCounts} + \caption{Bar chart of trials by ICD-10 categories} \label{fig:barchart_idc_categories} \end{figure} @@ -86,7 +85,7 @@ keeping enrollment open. \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay} + \includegraphics[width=\textwidth]{../assets/img/DirectEffects/p_delay_intervention_distdiff_boxplot} \todo{Replace this graphic with the histdiff with boxplot} \small{ Values near 1 indicate a near perfect increase in the probability @@ -98,7 +97,7 @@ keeping enrollment open. from unlikely to terminate under control, to highly likely to terminate. } - \caption{Distribution of Predicted Differences} + \caption{Histogram of the Distribution of Predicted Differences} \label{fig:pred_dist_diff_delay} \end{figure} @@ -142,7 +141,7 @@ issues with participant enrollment. If this is the case, we should be able to isolate categories that contribute the most to this effect. Another is that this might be a modelling artefact, due to the relatively -low number of trials in certain IDC-10 categories. +low number of trials in certain ICD-10 categories. In short, there might be high levels of uncertanty in some parameter values, which manifest as fat tails in the distributions of the $\beta$ parameters. Because of the logistic format of the model, these fat tails lead to @@ -203,7 +202,7 @@ many, if not all, of the disease categories. Figure \ref{fig:pred_dist_dif_delay2} shows how this overall result comes from different disease categories. \begin{figure}[H] - \includegraphics[width=\textwidth]{../assets/img/current/pred_dist_diff-delay-group} + \includegraphics[width=\textwidth]{../assets/img/DirectEffects/p_delay_intervention_distdiff_by_group} \caption{Distribution of Predicted differences by Disease Group} \label{fig:pred_dist_dif_delay2} \end{figure} diff --git a/assets/img/DirectEffects/Parameters/2+3_generic_and_uspdc.png b/assets/img/DirectEffects/Parameters/2+3_generic_and_uspdc.png deleted file mode 100644 index 2ab4160..0000000 Binary files a/assets/img/DirectEffects/Parameters/2+3_generic_and_uspdc.png and /dev/null differ diff --git a/assets/img/DirectEffects/Parameters/group_11_Digestive.png b/assets/img/DirectEffects/Parameters/group_11_Digestive.png deleted file mode 100644 index a46084c..0000000 Binary files a/assets/img/DirectEffects/Parameters/group_11_Digestive.png and /dev/null differ diff 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