lab:zhang:generate_complete_data_for_linear_model
library(mvtnorm) grm.linear<-function(N, T, R){ ## Constants and parameters mL<-50 vL<-100 mS<-1 vS<-25 vLS<-0 vE<-25 mu<-c(mL,mS) sigma<-array(c(vL,vLS,vLS,vS), dim=c(2,2)) y<-array(NA, dim=c(N, T)) LS<-array(NA, dim=c(N, 2)) for (i in 1:N){ LS[i,]<-rmvnorm(1, mu, sigma) for (j in 1:T){ y[i, j] <- LS[i,1] + LS[i,2]*(j-1)/(T-1) + rnorm(1, 0, sqrt(vE)) } } #data.file<-paste('H:\\Private\\LongPower\\type1\\data\\N-',N,'-T-',T,'-',1000+R,'.txt',sep='') data.file<-paste('LS-N-',N,'-T-',T,'-',1000+R,'.txt',sep='') write.table(cbind(y,LS), data.file, row.names=F, col.names=F) } for (i in 1:100000){ grm.linear(500,5,i) }
lab/zhang/generate_complete_data_for_linear_model.txt · Last modified: 2016/01/24 09:48 by 127.0.0.1