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.