Non-linear calibration models for near infrared spectroscopy

- We present a comprehensive comparative study of nonlinear calibration techniques.
- The methods are connected in terms of traditional calibration by ridge regression.
- Three real-life near infrared (NIR) data sets are used for comparison of the methods.
- Different practical aspects of the methods are discussed for spectral analysis.