Created
October 7, 2011 12:37
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A Function to Calculate Louis Henry's Panmictic Components for a Two-Sex Marriage Model
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# matrix of marriage counts with female ages in columns and male ages in rows | |
MAR <- matrix(c(4145,24435,8140,1865,1655,54515,45010,15030,80,6735,20870,19530,5,920,5435,42470),ncol=4) | |
rownames(MAR) <- colnames(MAR) <- c("15-19","20-24","25-29","30-60") | |
# unmarried males and females at start of the year | |
unMARf <- c(254876,147705,61804,415497) | |
unMARm <- c(265755,199437,114251,429655) | |
PanmicticRates <- function(MAR,unMARf,unMARm){ | |
# allocate P, array of stacked component counts | |
P <- array(0,dim=c(dim(MAR),min(dim(MAR)))) | |
Pi <- Ri <- MAR | |
# scale residuals by proportions of submatrices going iteratively down the diagonal | |
for (i in 1:(min(dim(MAR))-1)){ | |
P[,,i] <- Pi | |
P[(i+1):nrow(P),(i+1):ncol(P),i] <- Pi[(i+1):nrow(P),i]%o%Pi[i,(i+1):ncol(P)]/Pi[i,i] | |
Pi <- Ri <- Ri - P[,,i] | |
} | |
# component counts, stacked | |
P[,,min(dim(MAR))] <- Pi | |
# component rates | |
Mcomp <- apply(P,3,rowSums)/unMARm | |
Fcomp <- apply(P,3,colSums)/unMARf | |
rownames(Mcomp) <- rownames(Fcomp) <- rownames(MAR) | |
colnames(Mcomp) <- colnames(Fcomp) <- paste(1:ncol(Mcomp),"comp",sep="") | |
return(list(Mcomp=Mcomp,Fcomp=Fcomp)) | |
} | |
# remember females columns, males rows | |
PanmicticRates(MAR,unMARf,unMARm) |
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