10/05/2019
cal.pc.projection
replace.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
.