Linear regression with statistics for multiple category data
This function does linear regression with statistics for multiple category data (OLS and RMA)
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Takes six column vectors, a description, x label and y label and plots the data and outputs all the statistics (r squared, OLS slope, RMA slope, 95% CI intervals). Uses different colours for the two different categories. Both OLS and RMA slopes are output
Cite As
Dr. Soumya Banerjee (2026). Linear regression with statistics for multiple category data (https://www.mathworks.com/matlabcentral/fileexchange/38955-linear-regression-with-statistics-for-multiple-category-data), MATLAB Central File Exchange. Retrieved .
Acknowledgements
Inspired by: Graphical User Interface for Solving Ordinary Differential Equations, Linear regression on log transformed data, Graphical User Interface for Solving Ordinary Differential Equations, A Graphical User Interface for Solving Delay Differential Equations and doing Local Search
Inspired: Linear regression for multiple category data with different slopes for each, Graphical User Interface for Solving Ordinary Differential Equations for In-Vitro Infection, healthy_disease_boxplot.zip, t-test and box plots for genes/compounds etc in healthy vs. disease, Wilcoxon rank-sum test and box plots for genes/compounds etc in healthy vs. disease
General Information
- Version 1.0.0.0 (39 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.0.0 |
