Mathematical and Statistical Tools in 'ribios'


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Documentation for package ‘ribiosMath’ version 1.2.0

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colKappa Calculate column-wise kappa statistics of a matrix
cosdist Calculate the cosine distance between two vectors (matrices)
cossim Calculate the cosine similarity between two vectors (matrices)
davidClustering_kappa Cluster rows of a Kappa-statistic-matrix by the hierarhical fuzzy multi-linkage partitioning method proposed by DAVID
davidClustering_kappa_R Cluster rows of a Kappa-statistic-matrix by the hierarhical fuzzy multi-linkage partitioning method proposed by DAVID
empval Get empirical p-value
kappaSimp Calculate column-wise kappa statistics of a matrix, using a simple procedure by going through the matrix and counting
rowKappa Calculate row-wise kappa statistics of a matrix
simulate_from_density Simulate from density
tfidf Calculate TF-IDF using a input matrix with terms in rows and documents in columns