Description Usage Arguments Value References
Calculates ANOVA statistics for original data and bootstrap replicates.
1 | anocvaStats(idx, dataDist, id, k, N, r, clusteringFunction)
|
idx |
Identifies the bootstrap replicate. 1 means that original data should be used. 2 or more leads to resampling. |
dataDist |
A matrix with n subjects. Each subject has the size of NxN and represents the distances between the elements of the sample. |
id |
A list in range 1,2,...,n, where id[i] identifies the population id for i-th subject. |
k |
The number of populations. |
N |
Subjects size. |
r |
Optimal number of clusters. |
clusteringFunction |
determines the clustering function that you want to use. The default function is spectralClustering. |
ANOCVA deltaS and deltaSq statistics
Fujita A, Takahashi DY, Patriota AG, Sato JR (2014a) A non-parametric statistical test to compare clusters with applications in functional magnetic resonance imaging data. Statistics in Medicine 33: 4949–4962
Caetano de Jesus DA. (2017) Evaluation of ANOCVA test for cluster comparison through simulations. Master Dissertation. Institute of Mathematics and Statistics, University of São Paulo.
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