option to add custom points to all plots (in tabs Model Evaluation, Model Parameters, Model Predictions, ROC Curve, Variable Correlations)
Updates
Switched all plotting from base R to ggplot2 to enable custom point overlays (#35).
The following tabs now show ggplot2 plots: Model Predictions, ROC Curve, and Variable Correlations.
Plot styles may look slightly different due to the migration from base R graphics to ggplot2.
Bug Fixes
Fixed an error in split() that could occur when input lengths were inconsistent (e.g. differing sizes of parameters and splitChains).
BMSCS 25.07.1
Bug Fixes
Fixed an issue where the app could crash if some models did not return valid results (#44). The update now handles NaN values in model outputs gracefully. If modeling results are missing or invalid, they are excluded from the output summaries or replaced with a clear error message, preventing unexpected crashes.
BMSCS 25.07.0
Bug Fixes
Fixed an issue during the creation of the coefficient table from model output (#44): Replaced fragile text-parsing logic with a new extract_coeff_from_summary() function that:
Directly uses posterior samples from rstan::sampling()
Rescales coefficients (incl. intercept) to the original data scale
Returns Estimate, Median, SD, and credible intervals for any cLevel
BMSCS 25.06.1
Bug Fixes
Fixed an issue during the model import (#44):
Before, all inputs were updated simultaneously during model import. Inputs that depended on others (e.g., for dynamic choices) could not be updated correctly.
Now, a staged update mechanism is implemented: secondary inputs are updated only after all primary inputs have been set, ensuring that dependent inputs are populated reliably.
BMSCS 25.06.0
Bug Fixes
fixed broken model export due to passing a deprecated argument that was removed in the meanwhile (#44)
BMSCS 25.03.1
Updates
skip large data tests in CI and add large test data to the .Rbuildignore
BMSCS 25.03.0
Updates
update links in ReadMe and in app header
reduce package size by including example files into the .Rbuildignore
BMSCS 24.11.0
Updates
apply modules from shinyTools package for plot and text export
remove old code for export of plots and text
BMSCS 24.10.0
Bug Fixes
fix issues with model download and upload (#38)
exchange current example model file with a new but smaller model file to decrease package size
BMSCS 24.06.1
New Features
option to save all model results in a single Excel in separate sheets (#10):
Model Evaluation: for the different models across different rows values for all “Information / Cross-Validation Error criterion”
Model Summary: across different rows for each model
Model Diagnostics: for different models across different rows and in separate columns
Durbin-Watson Test: for different models across different rows
Variable importance: across different rows the results for option global and for each model for option “model based”
Updates
UI in Variable importance for the global option “Variable importance type” (#10):
added the regression sign of the coefficients associated to each variable (as “1” or “-1”)
Bug Fixes
solves issue with older DataTools version when loading models