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Vendor mnshankar Package linear-regression Short Description PHP package for computation of simple linear regression parameters License
MIT
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This package is used to compute simple linear regression parameters using PHP.
It can be used to closely mimic the output of excel regression computation add-in.
For a good how-to and intro if you are unfamiliar with this feature see
Excel-easy's regression example.
Installation
Add the LinearRegression package as a dependency to your composer.json file:
Using the tool
The unit tests (in the tests folder) contain a wealth of information regarding the API.
Basically, you load up the X and Y columns (from arrays or a CSV) and run the compute() method
to generate all the regression parameters :-)
Note: To account for the intercept, the first element of all X arrays is forced to be 1.
Please refer to the Excel workbook named "Regression_Verification.xlsx" in the tests folder.
The worksheet named "Calculated Values" contains all parameters generated by the excel add-in
using data in the worksheet named "Raw Data".
The unit tests for regression computation verifies that this
same data is generated by the PHP package.
All versions of linear-regression with dependencies
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