two‐stage IPD m...Figure 12.4 Predictive distribution for the true treatment effect in a new P...
12 Chapter 13Figure 13.1 Scatterplot of 10,000 pairs of treatment effect estimates on sys...Figure 13.2 Relationship between the observed treatment effect estimates on ...Figure 13.3 Forest plot comparing the summary treatment effect results and p...Figure 13.4 Relationship between the observed treatment effect estimates on ...Figure 13.5 Comparison of summary meta‐analysis results for outcome 1 in the...
13 Chapter 14Figure 14.1 Visual representation of direct and indirect evidence toward the...Figure 14.2 Network map of the direct comparisons available in the 28 trials...Figure 14.3 Extended forest plot showing the thrombolytics network meta‐anal...Figure 14.4 Plots of the ranking probability for each treatment considered i...Figure 14.5 Ranking of antimanic drugs for response and acceptability, based...Figure 14.6 The UNCOVER228,229 and FIXTURE227 trials form a network of six t...Figure 14.7 Average treatment effect estimates at the population level, for ...
14 Chapter 15Figure 15.1 Summary receiver operating characteristic (ROC) curves for the d...Figure 15.2 Confidence and prediction regions following application of model...Figure 15.3 Predictive (posterior) distributions for the true sensitivity an...Figure 15.4 Results of an IPD meta‐analysis of 29 studies (6725 participants...Figure 15.5 Histograms showing the observed distributions of ear temperature...Figure 15.6 Summary normal distribution for the fever and non‐fever groups b...Figure 15.7 Summary ROC curves when applying the conventional bivariate mode...
15 Chapter 16Figure 16.1 Forest plot showing the study estimates and IPD meta‐analysis re...Figure 16.2 Non‐linear prognostic relationship between temperature and relat...Figure 16.3 IPD meta‐analysis to examine whether glucose is a prognostic fac...Figure 16.4 Summary of the relationship between MVD and mortality rate, acco...Figure 16.5 Summary estimate and 95% confidence interval (CI) for the relati...Figure 16.6 Prognostic effect of BMI for subsequent cardiovascular disease, ...Figure 16.7 Contour‐enhanced funnel plot of the 31 studies included in the m...
16 Chapter 17Figure 17.1 Examples of the calibration performance of a logistic regression...Figure 17.2 Forest plot showing study‐specific and IPD meta‐analysis results...Figure 17.3 Meta‐regression showing a strong association between the observe...Figure 17.4 Summary estimates (and 95% CIs) of standardised and unstandardis...Figure 17.5 Overall calibration performance of a prognostic model for breast...Figure 17.6 Overall* calibration performance of a prediction model for morta...Figure 17.7 Calibration of QRISK2 and the Framingham risk score in women age...Figure 17.8 Forest plot of summary calibration slopes for different predicti...Figure 17.9 Calibration plots for models predicting late‐onset pre‐eclampsia...Figure 17.10 Top panel: Summary and predicted decision curves for diagnosing...
17 Chapter 18Figure 18.1 Options to analysing multiple imputation datasets in an IPD meta...Figure 18.2 IPD meta‐analysis of 10 studies examining the prognostic effect ...Figure 18.3 Summary results from a one‐stage IPD meta‐analysis of the GREAT ...Figure 18.4 MCMC sampling chain for the beta corresponding to history of dia...
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