Hello,
I am trying to print the lm
coefficients using grid graphs (code below), and am getting all the coefficients
on top of each other.
My aim is to put them as legend,
showing both coefficients and mean values separated by colors as shown in
xyplot.
testData <- data.frame(f1 =
factor(rep(LETTERS[1:5], each = 20)),
f2 =
factor(rep(letters[6:7], 50)),
x1 =
rnorm(100, mean = 2, sd = 1),
x2 =
rnorm(100, mean = 10, sd = 4),
x3 =
rnorm(100, mean = 4, sd = 3),
y = (1:50) +
rnorm(50, sd = 3) + rep(c(-2, 2), 50))
grid.newpage()
grps <- factor(testData[,
"f2"])
xyplot( y ~
x1|f1,
groups=grps,
panel=function(x, y, ...)
{
panel.superpose(x, y,
...)
},
panel.groups = function(x, y,
...) {
fit.lm <-
lm(y~x)
coef.fit <-
round(coef(fit.lm)[-1], 2)
avg.y <- round(mean(y),
2)
panel.abline(fit.lm)
panel.xyplot(x, y,
...)
## Add lm
coefficients:
grid.text(x= unit(0.1,
"npc"),
y= unit(seq(0.1,
length= length(levels(grps)), by =0.1),
"npc"),
label =
paste(expression(beta), "=", coef.fit)
),
## Add mean values: (note that "mu" is not shown as symbol)
grid.text(x= unit(0.1,
"npc"),
y= unit(seq(0.9,
length= length(levels(grps)), by =-0.1),
"npc"),
label =
paste(expression(mu), "=", avg.y)
),
},
## Key
key =
simpleKey(levels(grps),
columns =
2,
space =
"bottom",
points =
TRUE,
lines =
TRUE
),
##
grid.legend()
data=
testData
)
Thanks.
-NJ
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