Created
July 11, 2024 20:14
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#The genotype matrix has individuals in rows and mutations #in columns, with a 0,1, or 2 entered for the number of #alternate alleles in the diploid | |
# Let’s create a matrix with 5 individuals, 10 SNPS, and some missing data: | |
set.seed(345) | |
GEN = matrix(sample(0:2, 50, replace=TRUE), nrow=5, ncol=10) | |
GEN[5,1] <- NA | |
GEN | |
# Function to calculate the allele frequency of a column | |
af <- function(i, gen){ | |
sum(gen[,i], na.rm=TRUE)/(2*sum(!is.na(gen[,i]))) | |
} | |
af(1, GEN) | |
# Code to calculate the allele frequencies of all SNPs in the GEN matrix | |
apply(GEN, 2, function(i){ | |
sum(i, na.rm=TRUE)/(2*sum(!is.na(i)))}) |
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