Power and sample-size estimation for microbiome studies using pairwise distances and PERMANOVA.
Brendan J. KellyRobert GrossKyle BittingerScott Sherrill-MixJames D. LewisRonald G. CollmanFrederic D. BushmanHongzhe LiPublished in: Bioinform. (2015)
Keyphrases
- sample size
- pairwise distances
- model selection
- experimental design
- random sampling
- covariance matrix
- statistical power
- upper bound
- small sample
- euclidean space
- small samples
- variance reduction
- progressive sampling
- pac learning
- euclidean distance
- worst case
- support vector machine
- data sets
- multidimensional scaling
- random sample
- feature vectors
- computer vision