R/feststdclt1.R
In danno11/SMVCIR: Sliced Mean Variance Covariance Inverse Regression
feststdclt1<-function (groups, dat)
{
g <- groups
k <- ncol(dat) - 1
realizes = cbind(matrix(NA, nrow = nrow(dat), ncol = g),
dat[, 1:k], matrix(NA, nrow = nrow(dat), ncol = g * k +
k * (k + 1)/2 + g * k * (k + 1)/2))
for (i in 1:g) {
realizes[, i] = 1 * (dat[, k + 1] == i)
}
for (i in 1:g) {
realizes[, (g + k + (i - 1) * k + 1):(g + k + i * k)] = (1 *
(dat[, k + 1] == i)) * realizes[, (g + 1):(g + k)]
}
d = 1
for (i in 1:k) {
for (j in 1:i) {
realizes[, (g + k + g * k + d)] = realizes[, g +
i] * realizes[, g + j]
d = d + 1
}
}
for (git in 1:g) {
for (i in 1:k) {
for (j in 1:i) {
realizes[, (g + k + g * k + d)] = (1 * (dat[,
k + 1] == git)) * realizes[, g + i] * realizes[,
g + j]
d = d + 1
}
}
}
meanit <- t(t(colMeans(realizes)))
dmeanit <- dim(meanit)
covit <- var(realizes)
dcovit <- dim(covit)
NCOL = g + g * k + g * k * k + k + k * k
NCOLc = g + k + g * k + k * (k + 1)/2 + g * k * (k + 1)/2
eu <- matrix(0, nrow = g + g * k + g * k * k + k + k * k,
ncol = 1)
vu <- matrix(0, nrow = g + g * k + g * k * k + k + k * k,
ncol = g + g * k + g * k * k + k + k * k)
meanit = as.double(meanit)
covit = as.double(covit)
eu = as.double(eu)
vu = as.double(vu)
d = 1
for (i in 1:k) {
for (j in 1:i) {
eu[g + g * k + g * k * k + k + (i - 1) * k + j] = meanit[g +
k + g * k + d]
eu[g + g * k + g * k * k + k + (j - 1) * k + i] = meanit[g +
k + g * k + d]
d = d + 1
}
}
for (git in 1:g) {
for (i in 1:k) {
for (j in 1:i) {
eu[g + g * k + (git - 1) * k * k + (i - 1) *
k + j] = meanit[(g + k + g * k + d)]
eu[g + g * k + (git - 1) * k * k + (j - 1) *
k + i] = meanit[(g + k + g * k + d)]
d = d + 1
}
}
}
dijg = 0
for (git in 0:g) {
for (i in 1:k) {
for (j in 1:i) {
dijg = dijg + 1
for (im in 1:k) {
for (gim in 0:g) {
if (gim == 0) {
if (git == 0) {
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + g * k * k + k +
(i - 1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + g * k * k + k +
(j - 1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
}
else {
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + (git - 1) * k *
k + (i - 1) * k + j] = covit[(g + k +
g * k + dijg - 1) * NCOLc + g + gim *
k + im]
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + (git - 1) * k *
k + (j - 1) * k + i] = covit[(g + k +
g * k + dijg - 1) * NCOLc + g + gim *
k + im]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
}
}
else {
if (git == 0) {
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + gim * k + im]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + gim * k + im]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
}
else {
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
}
}
}
}
for (gip in 1:g) {
if (git == 0) {
vu[(g + g * k + g * k * k + k + (i - 1) *
k + j - 1) * NCOL + gip] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + g * k *
k + k + (j - 1) * k + i] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + g * k *
k + k + (i - 1) * k + j] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(g + g * k + g * k * k + k + (j - 1) *
k + i - 1) * NCOL + gip] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
}
else {
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + gip] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + (git -
1) * k * k + (j - 1) * k + i] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + (git -
1) * k * k + (i - 1) * k + j] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + gip] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
}
}
odijg = 0
for (ogit in 0:g) {
for (oi in 1:k) {
for (oj in 1:oi) {
odijg = odijg + 1
if (git == 0) {
if (ogit == 0) {
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + g * k * k + k + (oi - 1) * k +
oj] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + g * k * k + k + (oi - 1) * k +
oj] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + g * k * k + k + (i - 1) * k +
j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + g * k * k + k + (j - 1) * k +
i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + g * k * k + k + (oj - 1) * k +
oi] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + g * k * k + k + (oj - 1) * k +
oi] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + g * k * k + k + (i - 1) * k +
j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + g * k * k + k + (j - 1) * k +
i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
else {
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
}
else {
if (ogit == 0) {
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + g * k * k + k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + g * k * k + k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + (git - 1) * k * k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + (git - 1) * k * k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + g * k * k + k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + g * k * k + k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + (git - 1) * k * k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + (git - 1) * k * k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
else {
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oi -
1) * k + oj] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oi -
1) * k + oj] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oj -
1) * k + oi] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oj -
1) * k + oi] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
}
}
}
}
}
}
}
}
eu <- as.matrix(eu, nrow = g + g * k + g * k * k + k + k *
k, ncol = 1)
vu <- as.matrix(vu, nrow = g + g * k + g * k * k + k + k *
k, ncol = g + g * k + g * k * k + k + k * k)
dim(vu) <- c(g + g * k + g * k * k + k + k * k, g + g * k +
g * k * k + k + k * k)
dim(meanit) <- dmeanit
dim(covit) <- dcovit
eu[1:g, 1] = meanit[1:g, 1]
eu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
1] = meanit[(g + 1):(g + k), 1]
eu[(g + 1):(g + g * k), 1] = meanit[(g + k + 1):(g + k +
g * k), 1]
vu[1:(g + g * k), 1:(g + g * k)] = covit[c((1:g), ((g + k +
1):(g + k + g * k))), c((1:g), ((g + k + 1):(g + k +
g * k)))]
vu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
(g + g * k + g * k * k + 1):(g + g * k + g * k * k +
k)] = covit[(g + 1):(g + k), (g + 1):(g + k)]
vu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
1:(g + g * k)] = covit[(g + 1):(g + k), c((1:g), ((g +
k + 1):(g + k + g * k)))]
vu[1:(g + g * k), (g + g * k + g * k * k + 1):(g + g * k +
g * k * k + k)] = covit[c(1:g, (g + k + 1):(g + k + g *
k)), (g + 1):(g + k)]
return(list(eu = eu, vu = vu, gprop = eu[1:g, 1], g = g,
k = k))
}
danno11/SMVCIR documentation built on May 14, 2019, 6:06 p.m.
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feststdclt1<-function (groups, dat)
{
g <- groups
k <- ncol(dat) - 1
realizes = cbind(matrix(NA, nrow = nrow(dat), ncol = g),
dat[, 1:k], matrix(NA, nrow = nrow(dat), ncol = g * k +
k * (k + 1)/2 + g * k * (k + 1)/2))
for (i in 1:g) {
realizes[, i] = 1 * (dat[, k + 1] == i)
}
for (i in 1:g) {
realizes[, (g + k + (i - 1) * k + 1):(g + k + i * k)] = (1 *
(dat[, k + 1] == i)) * realizes[, (g + 1):(g + k)]
}
d = 1
for (i in 1:k) {
for (j in 1:i) {
realizes[, (g + k + g * k + d)] = realizes[, g +
i] * realizes[, g + j]
d = d + 1
}
}
for (git in 1:g) {
for (i in 1:k) {
for (j in 1:i) {
realizes[, (g + k + g * k + d)] = (1 * (dat[,
k + 1] == git)) * realizes[, g + i] * realizes[,
g + j]
d = d + 1
}
}
}
meanit <- t(t(colMeans(realizes)))
dmeanit <- dim(meanit)
covit <- var(realizes)
dcovit <- dim(covit)
NCOL = g + g * k + g * k * k + k + k * k
NCOLc = g + k + g * k + k * (k + 1)/2 + g * k * (k + 1)/2
eu <- matrix(0, nrow = g + g * k + g * k * k + k + k * k,
ncol = 1)
vu <- matrix(0, nrow = g + g * k + g * k * k + k + k * k,
ncol = g + g * k + g * k * k + k + k * k)
meanit = as.double(meanit)
covit = as.double(covit)
eu = as.double(eu)
vu = as.double(vu)
d = 1
for (i in 1:k) {
for (j in 1:i) {
eu[g + g * k + g * k * k + k + (i - 1) * k + j] = meanit[g +
k + g * k + d]
eu[g + g * k + g * k * k + k + (j - 1) * k + i] = meanit[g +
k + g * k + d]
d = d + 1
}
}
for (git in 1:g) {
for (i in 1:k) {
for (j in 1:i) {
eu[g + g * k + (git - 1) * k * k + (i - 1) *
k + j] = meanit[(g + k + g * k + d)]
eu[g + g * k + (git - 1) * k * k + (j - 1) *
k + i] = meanit[(g + k + g * k + d)]
d = d + 1
}
}
}
dijg = 0
for (git in 0:g) {
for (i in 1:k) {
for (j in 1:i) {
dijg = dijg + 1
for (im in 1:k) {
for (gim in 0:g) {
if (gim == 0) {
if (git == 0) {
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + g * k * k + k +
(i - 1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + g * k * k + k +
(j - 1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
}
else {
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + (git - 1) * k *
k + (i - 1) * k + j] = covit[(g + k +
g * k + dijg - 1) * NCOLc + g + gim *
k + im]
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
vu[(g + g * k + g * k * k + im - 1) *
NCOL + g + g * k + (git - 1) * k *
k + (j - 1) * k + i] = covit[(g + k +
g * k + dijg - 1) * NCOLc + g + gim *
k + im]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + g + g * k +
g * k * k + im] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + gim * k +
im]
}
}
else {
if (git == 0) {
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + gim * k + im]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + gim * k + im]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
}
else {
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + (gim - 1) * k + im - 1) * NCOL +
g + g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + g + (gim -
1) * k + im] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + gim * k + im]
}
}
}
}
for (gip in 1:g) {
if (git == 0) {
vu[(g + g * k + g * k * k + k + (i - 1) *
k + j - 1) * NCOL + gip] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + g * k *
k + k + (j - 1) * k + i] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + g * k *
k + k + (i - 1) * k + j] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
vu[(g + g * k + g * k * k + k + (j - 1) *
k + i - 1) * NCOL + gip] = covit[(g + k +
g * k + dijg - 1) * NCOLc + gip]
}
else {
vu[(g + g * k + (git - 1) * k * k + (i -
1) * k + j - 1) * NCOL + gip] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + (git -
1) * k * k + (j - 1) * k + i] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(gip - 1) * NCOL + g + g * k + (git -
1) * k * k + (i - 1) * k + j] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
vu[(g + g * k + (git - 1) * k * k + (j -
1) * k + i - 1) * NCOL + gip] = covit[(g +
k + g * k + dijg - 1) * NCOLc + gip]
}
}
odijg = 0
for (ogit in 0:g) {
for (oi in 1:k) {
for (oj in 1:oi) {
odijg = odijg + 1
if (git == 0) {
if (ogit == 0) {
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + g * k * k + k + (oi - 1) * k +
oj] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + g * k * k + k + (oi - 1) * k +
oj] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + g * k * k + k + (i - 1) * k +
j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + g * k * k + k + (j - 1) * k +
i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + g * k * k + k + (oj - 1) * k +
oi] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + g * k * k + k + (oj - 1) * k +
oi] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + g * k * k + k + (i - 1) * k +
j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + g * k * k + k + (j - 1) * k +
i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
else {
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (i -
1) * k + j - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (j -
1) * k + i - 1) * NCOL + g + g *
k + (ogit - 1) * k * k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + g * k * k + k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + g * k * k + k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
}
else {
if (ogit == 0) {
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + g * k * k + k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + g * k * k + k + (oi - 1) *
k + oj] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + (git - 1) * k * k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oi -
1) * k + oj - 1) * NCOL + g + g *
k + (git - 1) * k * k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + g * k * k + k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + g * k * k + k + (oj - 1) *
k + oi] = covit[(g + k + g * k +
dijg - 1) * NCOLc + g + k + g * k +
odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + (git - 1) * k * k + (i - 1) *
k + j] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
vu[(g + g * k + g * k * k + k + (oj -
1) * k + oi - 1) * NCOL + g + g *
k + (git - 1) * k * k + (j - 1) *
k + i] = covit[(g + k + g * k + dijg -
1) * NCOLc + g + k + g * k + odijg]
}
else {
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oi -
1) * k + oj] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oi -
1) * k + oj] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oi - 1) * k + oj - 1) * NCOL + g +
g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(i - 1) * k + j - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oj -
1) * k + oi] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (git - 1) * k * k +
(j - 1) * k + i - 1) * NCOL + g +
g * k + (ogit - 1) * k * k + (oj -
1) * k + oi] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + (git - 1) * k * k + (i -
1) * k + j] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
vu[(g + g * k + (ogit - 1) * k * k +
(oj - 1) * k + oi - 1) * NCOL + g +
g * k + (git - 1) * k * k + (j -
1) * k + i] = covit[(g + k + g *
k + dijg - 1) * NCOLc + g + k + g *
k + odijg]
}
}
}
}
}
}
}
}
eu <- as.matrix(eu, nrow = g + g * k + g * k * k + k + k *
k, ncol = 1)
vu <- as.matrix(vu, nrow = g + g * k + g * k * k + k + k *
k, ncol = g + g * k + g * k * k + k + k * k)
dim(vu) <- c(g + g * k + g * k * k + k + k * k, g + g * k +
g * k * k + k + k * k)
dim(meanit) <- dmeanit
dim(covit) <- dcovit
eu[1:g, 1] = meanit[1:g, 1]
eu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
1] = meanit[(g + 1):(g + k), 1]
eu[(g + 1):(g + g * k), 1] = meanit[(g + k + 1):(g + k +
g * k), 1]
vu[1:(g + g * k), 1:(g + g * k)] = covit[c((1:g), ((g + k +
1):(g + k + g * k))), c((1:g), ((g + k + 1):(g + k +
g * k)))]
vu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
(g + g * k + g * k * k + 1):(g + g * k + g * k * k +
k)] = covit[(g + 1):(g + k), (g + 1):(g + k)]
vu[(g + g * k + g * k * k + 1):(g + g * k + g * k * k + k),
1:(g + g * k)] = covit[(g + 1):(g + k), c((1:g), ((g +
k + 1):(g + k + g * k)))]
vu[1:(g + g * k), (g + g * k + g * k * k + 1):(g + g * k +
g * k * k + k)] = covit[c(1:g, (g + k + 1):(g + k + g *
k)), (g + 1):(g + k)]
return(list(eu = eu, vu = vu, gprop = eu[1:g, 1], g = g,
k = k))
}
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