Concepedia
Chemometrics and Intelligent Laboratory Systems · 2007 · 547 citations · 33 references
EngineeringInfrared SensorCalibrationSpectroscopySpectral ImagingUninformative Variable EliminationRemote SensingBiostatisticsNear-infrared SpectroscopyRadiometryInstrumentationMultivariate CalibrationVariable Selection Method
33
Partial least-squares regression: a tutorial
Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations
Engineering, Regression Analysis, Statistical Inference +4
Cross-Validation of Regression Models
Richard R. Picard, R. Dennis Cook · Journal of the American Statistical Association · 1984 · 1.4K citations
Regression Models, Model Validation, Test Development +14
Interval Partial Least-Squares Regression (<i>i</i>PLS): A Comparative Chemometric Study with an Example from Near-Infrared Spectroscopy
Lars Nørgaard, Arild Saudland, Joachim Wagner et al. · Applied Spectroscopy · 2000 · 1.3K citations
Environmental Monitoring, Engineering, Ipls Method +16
Monte Carlo cross validation
Qingsong Xu, Yi‐Zeng Liang · Chemometrics and Intelligent Laboratory Systems · 2001 · 1K citations
Engineering, Uncertainty Quantification, Monte Carlo +5
Elimination of Uninformative Variables for Multivariate Calibration
Vítézslav Centner, Désiré-Luc Massart, Onno E. de Noord et al. · Analytical Chemistry · 1996 · 974 citations
Sensor Calibration, Engineering, Data Science +8