two questions re: the use of lattice (Q1 SOLVED, not Q2)
On 2012-07-22 15:58, Ranjan Maitra wrote:
On Sun, 22 Jul 2012 15:04:36 -0700 Peter Ehlers <ehlers at ucalgary.ca> wrote:
On 2012-07-22 09:02, Ranjan Maitra wrote:
Dear friends,
Many thanks to Jim (Holtman) and David (Carlson) for their quick
responses: Q1 is now solved. There are two almost equivalent ways for
doing this. They follow:
library(lattice)
z <- rbind(cbind(z, 0), cbind(z, 20), cbind(z, 40))
z <- cbind(z, rnorm(n = nrow(z)))
z <- as.data.frame(z)
names(z) <- c("Method", "sigma", "INU", "Error")
sigma <- as.numeric(levels(z$sigma))
sigmaExprList <- lapply(sigma, function(s) bquote(italic(sigma) == .
(s))) sigmaExpr <- as.expression(sigmaExprList)
z$Method <- factor(z$Method, levels = c("BIC", "ICL", "s_v", "Q_v",
"sig-q", "s_lsk", "s_lML", "s_mlsk", "s_mlML", "s_la8", "s_haar"))
bwplot(Error~Method | sigma, data = z[z[,"INU"] == 0,
],scales=list(rot=90),
horiz = F, xlab = "Method", ylab = "Relative Error",
strip = function(which.given, which.panel, var.name,
strip.levels = FALSE,
strip.names = TRUE, ...) {
strip.default(which.given, which.panel,
var.name = sigmaExpr[which.panel],
strip.levels = FALSE,
strip.names = TRUE, ...)
},
layout = c(1, 5), col = "red")
# On the other hand, if we do not want to change z$Method in perpetuity, we could do the following:
z <- cbind(rep(c("BIC", "ICL", "s_v", "Q_v", "sig-q",
"s_lsk", "s_lML", "s_mlsk", "s_mlML", "s_la8",
"s_haar"), each = 250), rep(c(5, 10, 20, 30, 50), each = 50))
z <- rbind(cbind(z, 0), cbind(z, 20), cbind(z, 40))
z <- cbind(z, rnorm(n = nrow(z)))
z <- as.data.frame(z)
names(z) <- c("Method", "sigma", "INU", "Error")
sigma <- as.numeric(levels(z$sigma))
sigmaExprList <- lapply(sigma, function(s) bquote(italic(sigma) == .
(s))) sigmaExpr <- as.expression(sigmaExprList)
bwplot(Error~factor(Method, levels = unique(Method)) | sigma, data = z[z
[,"INU"] == 0, ],scales=list(rot=90),
horiz = F, xlab = "Method", ylab = "Relative Error",
strip = function(which.given, which.panel, var.name,
strip.levels = FALSE,
strip.names = TRUE, ...) {
strip.default(which.given, which.panel,
var.name = sigmaExpr[which.panel],
strip.levels = FALSE,
strip.names = TRUE, ...)
},
layout = c(1, 5), col = "red")
# However, I am unable to solve Q2. Actually, even more basic is the fact that I can not get Box-Whisker plots without anything else. David's suggestion of using useOuterStrips appears reasonable, but as I said, I can not get anything meaningful even before then.
# Try:
bwplot(Error~Methods | sigma + INU, data = z,scales=list(rot=90))
Any suggestions?
[I had to dig back to see what your Q2 was. It's good to keep context.]
Try this:
p <- bwplot(Error~Method | sigma + INU, data = z,
scales = list(rot=90), horiz = FALSE,
layout = c(5,3), col = "red")
require(latticeExtra)
useOuterStrips(p,
strip = <<your sigma-strip function>>,
strip.left = strip.custom(
var.name = "INU", sep = " = ",
strip.names = TRUE)
)
This works!! Thanks very much!! May I also ask how I can put in a "%" after the INU value? i.e., I want the labels to be INU = 0%, INU = 20%, INU = 40% (instead of INU = 0, INU = 20 and INU = 40).
Define:
INUExpr <- paste0("INU = ", c(0,20,40), "%")
Then
useOuterStrips(p,
strip = <<your sigma-strip function>>,
strip.left = << your strip function with
var.name = INUExpr[which.panel] >>
)
Peter Ehlers
Many thanks again! Ranjan
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