The investigation of population structure permits 1) relegating people to distinct ethnic gatherings living together at a specific locale, 2) examining movements from the cause of admixed populaces, and 3) evaluating and portraying bewildering of shared hereditary parentage in affiliation contemplates.
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Biologically, a population is a group of living organisms of the same species that are living together and have the capability of interbreeding.
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The R package IPCAPS is an unsupervised clustering algorithm based on iterative pruning to capture population structure.
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Provides useful functions which are needed for bioinformatic analysis such as calculating linear principal components from numeric data and Single-nucleotide polymorphism (SNP) dataset, calculating fixation index (Fst) using Hudson method, creating scatter plots in 3 views, handling with PLINK binary file format, detecting rough structures and outliers using unsupervised clustering, and calculating matrix multiplication in the faster way for big data.
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From the very beginning of human existence one thing has always been constant and that is movement.
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