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Andreas Gammelgaard Damsbo 2025-04-22 09:58:18 +02:00
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# 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.
The current state of the app is considered experimental, however, from version 25.4.2, the ***FreesearchR*** app is considered functional and can be used for data evaluation and analyses.
Below are some (the actual list is quite long and growing) of the planned features and improvements:
Below are some (the actual list is quite long and growing) of the planned new 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):
### Implementation in real world clinical studies and projects
- [x] Cross-sectional data analyses
This really is the main goal of the whole project.
- [ ] Longitudinal data analyses
### New features:
- [ ] Survival analysis
- [ ] Merge data from multiple sources (you can merge sheets from a workbook (xls or ods), but this would allow merging several files and/or REDcap data)
- [ ] Additional plot types (bar plots, *others...*)
- [ ] Missingness analysis panel
### Expanded options for regression models:
Expansion of the regression analysis functionality have been put on hold for now to focus on the more basic use-cases):
More study designs
- [x] Cross-sectional data analyses
- [ ] Longitudinal data analyses
- [ ] Survival analysis
Other regression models
- [ ] Stratified analyses
- [ ] Stratified analyses
- More detailed variable browser
- [x] Add histograms for data distribution. 2025-01-16
- [x] Option to edit labels. 2025-01-16
- [ ] Mixed models of repeated measures
- More output controls
- [ ] Cox regression analyses
- [x] ~~Theming output tables~~ The "JAMA" theme is the new standard.
Data handling
- [x] ~~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.
- [ ] Transforming data (transpose and pivoting)
- [x] Export modified data. 2025-01-16
### Improved documentation:
- [x] Include reproducible code for all steps (maybe not all, but most steps, and the final dataset can be exported) 2025-04-10
- [ ] Video walk-through of central functions
- [x] ~~Modify factor levels~~ Factor level modifications is possible through converting factors to numeric > cutting numeric with desired fixed values. 2024-12-12
- [x] More options for date/datetime/time grouping/factoring. Included weekday and month-only options. 2024-12-12
- Graphs and plots
- [x] Correlation matrix plot for data exploration 2025-2-20
- [x] Grotta bars for ordianl outcomes (and sankey) 2025-3-17
- [x] 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...*)