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SimpleR - Multiple linear regression calculator

by , PhD

SimpleR is a free online tool for linear regression analysis. Run your regressions effortlessly and without coding.

The SimpleR linear regression calculator produces results without coding.

Load your data

Your data remains completely private and secure (offline).

Import data from an Excel file

Our regression tool can import the data it finds in the first worksheet of an xlsx file

Use pre-loaded open data sets

Use a pre-loaded data set to start playing with our multiple regression calculator in seconds

Load data from a csv file

Use a csv (comma-separated values) file to load the data you want to analyze

Data privacy and security

Your data remains on your computer and is analyzed by your browser.

The multiple regression calculator does not send data over the Internet and does not use remote servers to perform computations. Therefore, your data remains completely private and secure.

SimpleR guarantees full data privacy and security.

Scientific standards

SimpleR is intended to meet the highest scientific standards. It is often tested on new data sets to make sure that the results from the regression calculator coincide with those provided by well-tested scientific and statistical software such as R and Python (with NumPy and Scikit-learn).

Learn more about our software standards

SimpleR is intended to replicate the results obtained with R and the Python stack (Numpy / Scikit-learn).

Disclaimer

The copyright owners of SimpleR and the owners of this website do not warrant or guarantee the accuracy of the SimpleR multiple regression calculator and shall have no liability whatsoever (including but not limited to) for any direct, indirect, special or consequential damages and economic losses arising in connection with the use of SimpleR.

How to cite

Please cite as:

Taboga, Marco (2022). "SimpleR: multiple linear regression calculator", StatLect. https://www.statlect.com/fundamentals-of-statistics/SimpleR.

Help us to improve SimpleR

If you have suggestions on how to improve SimpleR (e.g., new features you would like to see added to it), please write an e-mail to [email protected].

Some plans for the future

The books

Most of the learning materials found on this website are now available in a traditional textbook format.