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BMSCS 25.09.0

New Features

  • 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

BMSCS 24.06.0

New Features

  • Renaming of the Package
  • R-CMD check workflow
  • pkgdown Documentation