Event Prediction with the gestate Package3 years ago
1 Introduction | 1.1 Vignette Overview | 1.2 Event Prediction | 1.3 Overview of gestate's scope | 2 Curve-Fitting | 2.1 Example Data Set | 2.2 Curve-Fitting Life-Tables: fit_KM | 2.3 Curve-Fitting Patient-Level Data: fit_tte_data | 3 Event Prediction: event_prediction | 3.1 Introduction | 3.2 Event Curve Fitting | 3.3 Recruitment Specification | 3.4 Censoring Specification | 3.5 Conditioning | 3.6 Accounting for Effects of Adjudication | 3.7 Calculations | 3.8 Plotting Event Prediction | 3.9 Diagnostics: Plotting the Fitted Kaplan Meier Curve | 3.10 Example | 4 Prior Data Integration Approach | 4.1 Introduction | 4.1 Creation of Prior Patient-Level Data: create_tte_prior | 4.2 Weibull Curve Fitting with Weighted Prior Data: fit_tte_data_prior | 4.3 Weibull Event Prediction with Weighted Prior Data: event_prediction_prior | 4.4 Weibull Event Prediction with Weighted Prior Data Example