Generalized Hotelling's test for paired compositional data with application to human microbiome studies

Keyphrases

• Human Microbiome 100%
• Compositional Data 100%
• Microbiome Study 100%
• Microbiome Data 66%
• System Dynamics 33%
• Microbial Composition 33%
• Statistical Methods 33%
• Positive Definite 33%
• Statistical Significance 33%
• Medication Changes 33%
• Covariance 33%
• Freely Available 33%
• Vaginal Microbiome 33%
• Response to Treatment 33%
• Type I Error 33%
• Sample Covariance 33%
• Optimal Weights 33%
• Paired Samples 33%
• Sample Covariance Matrix 33%
• Permutation Method 33%
• Hotelling Statistic 33%
• Menopausal Hot Flashes 33%
• Microbial Changes 33%

Mathematics

• Paired Sample 16%
• Paired Design 16%
• Sample Covariance Matrix 16%