Zero-inflated Poisson factor model with application to microbiome read counts

Keyphrases

• Microbiome 100%
• Factor Model 100%
• Read Count 100%
• Zero-inflated Poisson 100%
• Insulin Resistance 50%
• Simulation Study 50%
• Glucose Intolerance 50%
• Oral Infection 50%
• Subgingival Microbiota 50%
• Dimensionality Reduction 50%
• Glucose-insulin System 50%
• Reduction Method 50%
• Resistance Studies 50%
• Model Form 50%
• Parameter Estimation 50%
• Expectation-maximization Algorithm 50%
• Library Size 50%
• Microbiome Data 50%
• Factor Analysis Model 50%
• Low-rank Matrix 50%
• Comprehensive Simulation 50%
• Latent Parameter 50%
• Excessive Zeros 50%
• Poisson Factor Analysis 50%
• Poisson Rates 50%
• Valuable Insight 50%
• Further Analysis 50%
• Zero-inflated Poisson Distribution 50%

Mathematics

• Microbiome 100%
• Simulation Study 25%
• Matrix 25%
• Poisson Distribution 25%
• Clustering 25%
• Reduction Method 25%
• Expectation-Maximization Algorithm 25%
• Factor Analysis Model 25%
• Parameter Estimation 25%
• Model Form 25%

Engineering

• Model Form 100%
• Parameter Estimation 100%
• Expectation Maximization Algorithm 100%