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278.295	469.137	94	13.804
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1.469	2.585	90	13.150
4.678	8.187	88	12.989
3.278	5.489	85	12.427
778	1.369	86	12.563
893	1.547	87	12.718
2.216	4.259	93	13.676
2.623	4.681	92	13.554
5.567	10.016	95	13.897
3.660	6.676	90	13.240
2.829	5.072	84	12.327
3.294	5.774	90	13.250
1.321	2.392	89	13.019
1.630	2.974	83	12.255
2.758	5.071	91	13.297
2.641	5.429	111	16.308
3.259	5.447	87	12.801
4.097	7.964	108	15.891
1.474	2.699	92	13.533
2.167	4.264	97	14.205
1.080	2.037	86	12.631
1.647	3.212	107	15.668
1.907	3.758	91	13.332
5.890	11.230	91	13.326
4.022	6.986	90	13.196
4.852	8.494	84	12.410
1.822	3.163	81	11.949
8.816	15.197	93	13.641
7.872	13.164	88	12.950
2.531	4.451	84	12.384
3.595	6.722	96	14.121
3.261	5.348	84	12.326
2.702	4.953	90	13.197
2.613	4.482	90	13.232
1.747	3.131	90	13.190
6.816	12.115	85	12.550
2.631	4.741	87	12.772
1.586	2.831	76	11.231
4.831	8.586	101	14.830
14.237	24.686	89	13.061
3.447	6.316	110	16.146
8.178	14.680	106	15.568
3.671	6.804	104	15.311
4.194	7.536	103	15.095
5.132	9.460	92	13.511
12.580	22.252	110	16.091
3.578	6.503	102	14.943
10.006	18.109	94	13.848
4.502	8.428	113	16.629
6.730	12.135	93	13.637
64.771	107.796	100	14.749
2.453	4.387	93	13.602
6.369	11.462	104	15.350
15.968	27.083	89	13.096
4.247	7.766	100	14.720
2.579	4.601	84	12.411
7.872	13.512	80	11.793
1.640	2.913	84	12.307
6.160	10.853	91	13.376
4.989	8.554	88	12.870
3.493	5.743	79	11.667
9.952	17.728	98	14.428

panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
{
usr <- par('usr'); on.exit(par(usr))
par(usr = c(0, 1, 0, 1))
rr <- cor.test(x, y, method=par1)
r <- round(rr$p.value,2)
txt <- format(c(r, 0.123456789), digits=digits)[1]
txt <- paste(prefix, txt, sep='')
if(missing(cex.cor)) cex <- 0.5/strwidth(txt)
text(0.5, 0.5, txt, cex = cex)
}
panel.hist <- function(x, ...)
{
usr <- par('usr'); on.exit(par(usr))
par(usr = c(usr[1:2], 0, 1.5) )
h <- hist(x, plot = FALSE)
breaks <- h$breaks; nB <- length(breaks)
y <- h$counts; y <- y/max(y)
rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...)
}
bitmap(file='test1.png')
pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main)
dev.off()
load(file='createtable')
n <- length(y[,1])
n
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ',header=TRUE)
for (i in 1:n) {
a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
}
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
for (j in 1:n) {
r <- cor.test(y[i,],y[j,],method=par1)
a<-table.element(a,round(r$estimate,3))
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'pair',1,TRUE)
a<-table.element(a,'Pearson r',1,TRUE)
a<-table.element(a,'Spearman rho',1,TRUE)
a<-table.element(a,'Kendall tau',1,TRUE)
a<-table.row.end(a)
cor.test(y[1,],y[2,],method=par1)
for (i in 1:(n-1))
{
for (j in (i+1):n)
{
a<-table.row.start(a)
dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='')
a<-table.element(a,dum,header=TRUE)
rp <- cor.test(y[i,],y[j,],method='pearson')
a<-table.element(a,round(rp$estimate,4))
rs <- cor.test(y[i,],y[j,],method='spearman')
a<-table.element(a,round(rs$estimate,4))
rk <- cor.test(y[i,],y[j,],method='kendall')
a<-table.element(a,round(rk$estimate,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value',header=T)
a<-table.element(a,paste('(',round(rp$p.value,4),')',sep=''))
a<-table.element(a,paste('(',round(rs$p.value,4),')',sep=''))
a<-table.element(a,paste('(',round(rk$p.value,4),')',sep=''))
a<-table.row.end(a)
}
}
a<-table.end(a)
table.save(a,file='mytable1.tab')