Supporting calculations for Chapter 14: Calibration Transfer

This repository supports Chapter 14 Calibration transfer of the Chemometrics for Chemical Sensors and Sensor Arrays: From Experimental Design to Machine Learning, showing some of the calculations used in the notebooks.

The goal is to provide readers a place to inspect details, experiment with data, and work with calibration transfer and update methods.

Main files

• 14_2_calibration_transfer.ipynb: notebook about calibration transfer.
• 14_3_calibration_update.ipynb: notebook about calibration update.

How to use

1. Open this repository in Jupyter Notebook, JupyterLab, or VS Code.
2. Install dependencies:

   python -m pip install -r requirements.txt
   

3. Run the cells step by step.
4. Change parameters and rerun to explore the behavior of the calculations.

Educational purpose

• Show the full steps behind the Chapter 14 results.
• Allow readers to experiment with models and methods.
• Enable practical exploration of calibration transfer and update.

Requirements

• Python 3.11+
• numpy
• pandas

Note

This repository is intended as a companion to the book. If you access it from a QR code or link, use the notebooks to deepen your understanding of the examples shown in the text.