Glmgraph: An R package for variable selection and predictive modeling of structured genomic data

Mathematics

• Predictive Modeling 100%
• Genomics 71%
• Variable Selection 62%
• Penalty 42%
• Data analysis 27%
• Regression Model 24%
• High Throughput 21%
• Predictive Model 20%
• Coordinate Descent 20%
• Phylogeny 19%
• Descent Algorithm 19%
• Network Structure 19%
• Phenotype 18%
• Software Package 17%
• Small Sample Size 16%
• Logistic Regression 16%
• Medicine 16%
• Sparsity 15%
• Dimensionality 15%
• Linear regression 14%
• Minimax 14%
• Graph in graph theory 13%
• Smoothing 13%
• Model-based 13%
• Human 13%
• Regularization 13%
• Optimization Problem 10%
• Demonstrate 9%
• Coefficient 7%
• Form 6%

Medicine & Life Sciences

• Data Analysis 45%
• Bacterial Structures 43%
• Phylogeny 36%
• Precision Medicine 32%
• Microbiota 30%
• Sample Size 27%
• Datasets 24%
• Linear Models 23%
• Software 22%
• Logistic Models 19%
• Phenotype 18%

Engineering & Materials Science

• Personalized medicine 29%
• Phylogeny 28%
• Microorganisms 24%
• Logistic regression 22%
• Linear regression 20%
• Software packages 19%
• Throughput 14%