Near Infrared (NIR) Spectroscopy

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Unsolved Problems in Spectroscopy - Part 5
Error Bars in Chemometrics: What Do They Really Mean?

August 25th 2025

This tutorial contrasts classical analytical error propagation with modern Bayesian and resampling approaches, including bootstrapping and jackknifing. Uncertainty estimation in multivariate calibration remains an unsolved problem in spectroscopy, as traditional, Bayesian, and resampling approaches yield differing error bars for chemometric models like PLS and PCR, highlighting the need for deeper theoretical and practical solutions.

Unsolved Problems in Spectroscopy, Part 4
Mastering Spectroscopy of Inhomogeneous Materials: Advanced Sampling Strategies to Solve the Heterogeneity Problem

August 19th 2025

Black coal in the hands, heavy industry, heating, mineral raw materials | Image Credit: © martingaal - stock.adobe.com
Using AI with NIRS-XRF Fusion to Improve Coal Quality Analysis

August 18th 2025

Unsolved Problems in Spectroscopy - Part 1
Universal Calibration: Can Models Travel Successfully Across Instruments?

August 11th 2025

Molecular sieve dehydration system: Oil and gas Refinery | Image Credit: © toppybaker - stock.adobe.com
Real-Time Natural Gas Monitoring Using Near Infrared Spectroscopy

August 7th 2025

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