Reconstruction of metabolic association networks using high-throughput mass spectrometry data

Keyphrases

• Metabolic 100%
• Mass Spectrometry Data 100%
• Association Network 100%
• Partial Correlation 66%
• Proteomics 33%
• Metabolomics 33%
• Small Sample Size 33%
• Metabolic Network 33%
• Relative Performance 33%
• Geometric Mean 33%
• Large number of Variables 33%
• Covariance Estimation 33%
• Biological Association 33%
• Mean Method 33%
• Arithmetic Mean 33%
• Partial Least Squares Regression 33%
• Principal Component Regression 33%
• Model-based Method 33%
• Conditional Independence 33%
• Metabolomics Data 33%
• Size Variable 33%

Chemistry

• Mass Spectrometry 100%
• Gaussian Distribution 100%
• Metabolic 100%
• Metabolite 33%
• Proteomics 33%

Mathematics

• Gaussian Distribution 100%
• Covariance 33%
• Simulated Data 33%
• Square Regression 33%
• Arithmetic Mean 33%
• Conditional Independence 33%
• Partial Least Squares 33%
• Geometric Mean 33%