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statistics and machine learning toolbox functions pdist, linkage, and cluster  (MathWorks Inc)


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    MathWorks Inc statistics and machine learning toolbox functions pdist, linkage, and cluster
    Statistics And Machine Learning Toolbox Functions Pdist, Linkage, And Cluster, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/statistics+functions+pdist+and+linkage/pmc07016016-102-15-6
    Average 90 stars, based on 1 article reviews
    statistics and machine learning toolbox functions pdist, linkage, and cluster - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Unbalanced fronto-pallidal neurocircuit underlying set shifting in obsessive-compulsive disorder.
    Article Snippet: We applied Fisher’s z-transformation to the correlationmatrices, inwhicheachcolumnreflected the connectivity of a voxel within the striatum, pallidum or thalamuswith the rest of the greymatter voxels and averaged thematrices across subjects for a group-level analysis.We conducted average linkage hierarchical clustering with Euclidean distance on the subject-level and group-level connectivitymatrices of each subcortical region of interest by using the Statistics andmachine learning toolbox (pdist.m, linkage.m, and cluster.m functions) installed in MATLAB R2018b.22Wemeasuredsilhouettevalues (usingsilhouette.mfunction) to determine an optimal cluster solution from candidates of cluster numbers ranging from 20 to 2.43 Silhouette analysis evaluates cluster classification by measuring the similarity of a voxel intensity in its own cluster compared with that in other clusters.



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