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2008 Mar 06
0
Help with colinearity problem in multiple linear regression
...would have been too large and # each instance would have received just a chunk of data. P1 = P[1:25,] P2 = P[26:50] # Partition 1 - calculated on host 1 P1_X = as.matrix(cbind(1, P1[,c("UrbanPop", "Assault", "Rape", "Introduced")])) P1_A = t(P1_X) %*% P1_X P1_b = t(P1_X) %*% P1[,"Murder"] # Partition 2 - calculated on host 2 P2_X = as.matrix(cbind(1, P2[,c("UrbanPop", "Assault", "Rape", "Introduced")])) P2_A = t(P2_X) %*% P2_X P2_b = t(P2_X) %*% P2[,"Murder"] # repeat for partitions 3:N # ......