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Applications
CHEMOMETRIC UNSCRAMBLER SOFTWARE ( CAMO )

Find Important Information in Large Data Sets.
Optimize Processes.
Run ON-LINE Prediction and Classification.
Reduce Production Cost.
Plan Experiments Efficiently.
ON-LINE UNSCRAMBLER PREDICTOR, OLUP.
ON-LINE UNSCRAMBLER CLASSIFIER, OLUC.

1. Design of Experiments
   Creates Experimental Designs, with numerous goals of Screening Optimization

2. Multivariate Analysis
   Principal Component Analysis (PCA)

3. Regression and Prediction

   Partial Least Squares (PLS)
   Principal Component Regression (PCR)
   Multiple Linear Regression (MLR)

4. SIMCA Classification

   Software Independent Modeling of Class Analogies

5. PLS-DA Classification

   Partial Least Square - Discriminate Analysis.

6. Data Pretreatment

   The Unscrambler allows numerous predefined data pretreatments, along with
   customizable, user defined transformations.

Applications :
   - Quality control by spectrophotometers or other multi-channel instruments.
   - Process monitoring.
   - On-line prediction of parameters that are difficult, time consuming or expensive to measure.
   - On-line classification of raw materials.
   - Control of raw material based on multiple measurements or sensors.

적용분야.
   - Spectroscopic Instruments : NIR, FTIR, UV/VIS, NMR, DAS, Raman, Mass Spectroscopy
   - Chromatography Instruments : LC, GC, CE, HPLC.,etc
   - Other sources of Chemometric & Sensory data.