FreesearchR/ROADMAP.md

Project roadmap

The current state of the app is considered experimental, and a lot of things are still changing. It is, however, in a usable state, with basic functions available to the user.

Below are some (the actual list is quite long and growing) of the planned features and improvements:

• Additional study designs in regression models (expansion of the regression analysis functionality have been put on hold for now to focus on the more basic use-cases):

  • Cross-sectional data analyses

  • Longitudinal data analyses

  • Survival analysis

  • Stratified analyses

• More detailed variable browser

  • Add histograms for data distribution. 2025-01-16

  • Option to edit labels. 2025-01-16

• More output controls

  • Theming output tables The "JAMA" theme is the new standard.

  • Select analyses to include in report. Includes characteristics table and regression table if present. No other analyses are intended for the report as of now.

• Export modified data. 2025-01-16

• Include reproducible code for all steps (maybe not all, but most steps, and the final dataset can be exported) 2025-04-10

• Modify factor levels Factor level modifications is possible through converting factors to numeric > cutting numeric with desired fixed values. 2024-12-12

• More options for date/datetime/time grouping/factoring. Included weekday and month-only options. 2024-12-12

• Graphs and plots

  • Correlation matrix plot for data exploration 2025-2-20

  • Grotta bars for ordianl outcomes (and sankey) 2025-3-17

  • Coefficient plotting for regression analyses (forest plot) 2025-2-20

Documentation:

• Complete getting started page describing all functionality.

• Streamlined functions documentation

New features:

• Merge data from multiple sources (this would in itself be a great feature, but not of highest importance)

• Additional plot types (missingness, others...)