Principal components regression - PowerPoint PPT Presentation

Blind outlier detection in atmospheric inverse problems

Blind outlier detection in atmospheric inverse problems. By Marta. Atmospheric Inverse Problems: problem setup. Ground truth: ETEX. European Tracer Experiment (ETEX), France, 1994. 340 Kg of PMCH were released at a constant rate during 12 hours.

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LECTURE 14 OUTLIERS AND MULTICOLLINEARITY

LECTURE 14 OUTLIERS AND MULTICOLLINEARITY. OUTLIER ANALYSIS 1. VISUAL DISPLAY 2. INTERACTIVE INSPECTION: http://www.stat.uiuc.edu/~stat100/java/guess/PPApplet.html. OUTLIERS. LEVERAGE h ii = 1/n + (Score – M x )/ x 2 (single predictor) Should be close to 1/n

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