Assuring specificity for a multivariate near-infrared (NIR) calibration: the example of the Chambersburg Shoot-out 2002 data set

J Pharm Biomed Anal. 2008 Nov 4;48(3):1037-41. doi: 10.1016/j.jpba.2008.07.021. Epub 2008 Aug 3.

Abstract

A method for demonstrating specificity has been developed for NIR calibrations involving the use of partial least squares (PLS) regressions. The method is demonstrated with near-infrared transmittance data on pharmaceutical tablets. A regression was performed with PLS and the first principal component spectrum is shown to match the spectrum of the active ingredient as well as a spectrum extracted from the original file. A good match demonstrates that the calibration is specific for the active component. The effects on the match for different pretreatments were evaluated.

MeSH terms

  • Calibration
  • Chemistry, Pharmaceutical / methods
  • Guidelines as Topic / standards
  • Least-Squares Analysis
  • Multivariate Analysis
  • Pharmaceutical Preparations / chemistry*
  • Pharmacopoeias as Topic
  • Principal Component Analysis
  • Regression Analysis
  • Sensitivity and Specificity
  • Software
  • Spectroscopy, Near-Infrared / instrumentation
  • Spectroscopy, Near-Infrared / methods*
  • Spectroscopy, Near-Infrared / standards
  • Tablets
  • Technology, Pharmaceutical / methods

Substances

  • Pharmaceutical Preparations
  • Tablets