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10/05/2019
cal.pc.projectionreplace.missing to for_parallel.R from
principal.component.Rread.bed,
read.bed, fst.each.snp.hudson and
fst.hudson.cal.pc.linear and
rubikclust.cal.pc.linear A function for linear principal component
analysis (PCA)fst.each.snp.hudson A function for fixation index (Fst)
calculation for all SNPs between two groups.fst.hudson A function for average fixation index (Fst)
calculation between two groups.plot3views A function to create scatter plots in three
views.read.bed Read the binary PLINK format (BED, BIM, and
FAM)rubikclust A function for unsupervised clustering to
detect rough structures and outliers.write.bed Write an list of SNP object to the binary
PLINK format (BED, BIM, and FAM)xxt A function for calculating matrix multipication
between a matrix and its transpose for large data.simsnp Synthetic dataset containing single nucleotide
polymorphisms (SNP)sample_labels Synthetic dataset containing population
labels for the dataset simsnp.example_SNP.bed Synthetic dataset containing single
nucleotide polymorphisms (SNP) in binary formatexample_SNP.bim Simulated SNP informationexample_SNP.fam Simulated sample informationFrom the initial idea, some functions were changed their names:
cal.PC.linear was changed to
cal.pc.linear.plot.3views was changed to
plot3views.rubikClust was changed to
rubikclust.XXt was changed to
xxt.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.