Hypothesis Testing and Power Calculations for Comparing Metagenomic Samples from HMP
A Graphical Representation of Taxa Proportions
- Optimal Test for Assessing Multinomial Goodness of Fit V...
A Data Filter
Generation of Dirichlet-Multinomial Random Samples
Method-of-Moments (MoM) Estimators of the Dirichlet-Multinomial Parame...
Dirichlet-Multinomial RPart
Estimate the Pi Vector
Format Data
Find Taxa Separating Two Groups using Multiple Genetic Algorithm's (GA...
Find Taxa Separating Two Groups using Genetic Algorithm (GA)
Internal Functions
Hypothesis Testing and Power Calculations for Comparing Metagenomics S...
Kullback Leibler
Size and Power for the Several-Sample DM Parameter Test Comparison
Size and Power of Several Sample RAD-Probability Mean Test Comparison
Size and Power of Several Sample RAD-Probability Mean Test Comparisons...
Size and Power of Several Sample-Overdispersion Test Comparisons
Size and Power for the One Sample RAD Probability-Mean Test Comparison
Size and Power of Goodness of Fit Test: Multinomial vs. Dirichlet-Mult...
Generation of Multinomial Random Samples
Multidimensional Scaling Plot of Microbiome Data
Plot the Pi Vector
Plot the Pi Vector for Repeated Measures
Plot the Pi Vector for Repeated Measures
Test Paired Data Sets
Likelihood-Ratio-Test Statistics: Several Sample Dirichlet-Multinomial...
Generalized Wald-type Statistics: Several Sample RAD Probability-Mean ...
Effect Size for Xmcupo Statistic
Generalized Wald-type Statistics: Several Sample RAD Probability-Mean ...
Likelihood-Ratio-Test Statistics: Several Sample Overdispersion Test C...
Generalized Wald-Type Statistics: One Sample RAD Probability-Mean Test...
Using Dirichlet-Multinomial distribution to provide several functions for formal hypothesis testing, power and sample size calculations for human microbiome experiments.