R Under development (unstable) (2024-09-06 r87103 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(pcalg) > > # Y-structure MAG > # Encode as adjacency matrix > p <- 10 # total number of variables > V <- c("X1","X2","X3","X4","X5","X6","X7","X8","X9","X10") # variable labels > # amat[i,j] = 0 iff no edge btw i,j > # amat[i,j] = 1 iff i *-o j > # amat[i,j] = 2 iff i *-> j > # amat[i,j] = 3 iff i *-- j > amat <- rbind(c(0,3,0,0,0,0,0,0,0,0), + c(3,0,3,0,0,0,0,0,0,0), + c(0,3,0,2,0,0,0,0,0,0), + c(0,0,3,0,2,0,0,0,0,0), + c(0,0,0,3,0,2,0,2,2,1), + c(0,0,0,0,3,0,2,0,0,0), + c(0,0,0,0,0,3,0,0,0,0), + c(0,0,0,0,2,0,0,0,0,0), + c(0,0,0,0,1,0,0,0,0,0), + c(0,0,0,0,1,0,0,0,0,0)) > rownames(amat)<-V > colnames(amat)<-V > > stopifnot(all.equal(searchAM(amat,5,type = "an"), c(3,4,5))) # ancestors of X5 > stopifnot(all.equal(searchAM(amat,5,type = "de"), c(5,6,7))) # descendants of X5 > stopifnot(all.equal(searchAM(amat,5,type = "ant"), c(1,2,3,4,5))) # anteriors of X5 > stopifnot(all.equal(searchAM(amat,5,type = "sp"), c(8))) # spouses of X5 > stopifnot(all.equal(searchAM(amat,2,type = "nb"), c(1,3))) # neighbors of X2 > stopifnot(all.equal(searchAM(amat,c(4,6),type = "pa"), c(3,5))) # parents of {X4,X6} > stopifnot(all.equal(searchAM(amat,c(3,5),type = "ch"), c(4,6))) # children of {X3,X5} > stopifnot(all.equal(searchAM(amat,5,type = "pde"), c(5,6,7,9,10))) # possible descendants of X5 > > proc.time() user system elapsed 0.76 0.14 0.90