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Multi-Sample Analysis

MDC Investigator provides a wealth of tools for an analyst performing multi-sample analyses including:

  • Built-in calculations and plots of common statistics and trends for assisting multi-sample analysis.
  • Interactive visualization for comparing pairwise differences among samples and sample classes.
  • Multi-class analysis tools with principal component analysis (PCA), Fisher ratios, F-tests, and machine learning.
  • Tools for detecting common and unique compounds across many samples based on statistical characteristics, and chromatographic and mass spectral information.

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Multi-Sample Analysis
Alignment

Alignment

MDC Investigator has the capabilities to perform peak alignment across multiple samples using automated template matching and transformation algorithms. The aggregated peak tables after alignment can be exported for further modeling and analysis.

Data Visualization and Analytics

Data Visualization and Analytics

Visualizing your data is easy with MDC Investigator. The software includes a variety of customizable charts help to highlight interesting trends, features, outliers, and class differences.

Machine Learning

Machine Learning

Perform advanced classification and analysis using the Investigator ML machine learning tool. This tool performs supervised pattern recognition and classification using a variety of algorithms and supports visualization and reporting on the chromatograms, features, feature patterns, classification models, and classification results.