This is what I have for the plot:
semPaths(twofac7items_b,"std","est", rotation = 2,
style = "lisrel",nCharNodes = 0,nodeNames=nodeNames,layout = "tree2",
filetype = "pdf", width = 8, height = 6, filename = "Two Factor",
residScale = 20)
Looks like this:
What I want is this:
This is the dput(head). Everything I have is relabeled as Anxiety and Depression, so not sure how useful this will be:
structure(list(q01 = c(2, 1, 2, 3, 2, 2), q02 = c(1, 1, 3, 1,
1, 1), q03 = c(4, 4, 2, 1, 3, 3), q04 = c(2, 3, 2, 4, 2, 2),
q05 = c(2, 2, 4, 3, 2, 4), q06 = c(2, 2, 1, 3, 3, 4), q07 = c(3,
2, 2, 4, 3, 4), q08 = c(1, 2, 2, 2, 2, 2), q09 = c(1, 5,
2, 2, 4, 4), q10 = c(2, 2, 2, 4, 2, 3), q11 = c(1, 2, 3,
2, 2, 2), q12 = c(2, 3, 3, 2, 3, 4), q13 = c(2, 1, 2, 2,
3, 3), q14 = c(2, 3, 4, 3, 2, 3), q15 = c(2, 4, 2, 3, 2,
5), q16 = c(3, 3, 3, 3, 2, 2), q17 = c(1, 2, 2, 2, 2, 3),
q18 = c(2, 2, 3, 4, 3, 5), q19 = c(3, 3, 1, 2, 3, 1), q20 = c(2,
4, 4, 4, 4, 5), q21 = c(2, 4, 3, 4, 2, 3), q22 = c(2, 4,
2, 4, 4, 1), q23 = c(5, 2, 2, 3, 4, 4)), variable.labels = c(q01 = "Statistics makes me cry",
q02 = "My friends will think I'm stupid for not being able to cope with SPSS",
q03 = "Standard deviations excite me", q04 = "I dream that Pearson is attacking me with correlation coefficients",
q05 = "I don't understand statistics", q06 = "I have little experience of computers",
q07 = "All computers hate me", q08 = "I have never been good at mathematics",
q09 = "My friends are better at statistics than me", q10 = "Computers are useful only for playing games ",
q11 = "I did badly at mathematics at school", q12 = "People try to tell you that SPSS makes statistics easier to understand but it doesn't",
q13 = "I worry that I will cause irreparable damage because of my incompetenece with computers",
q14 = "Computers have minds of their own and deliberately go wrong whenever I use them",
q15 = "Computers are out to get me", q16 = "I weep openly at the mention of central tendency",
q17 = "I slip into a coma whenever I see an equation", q18 = "SPSS always crashes when I try to use it",
q19 = "Everybody looks at me when I use SPSS", q20 = "I can't sleep for thoughts of eigen vectors",
q21 = "I wake up under my duvet thinking that I am trapped under a normal distribtion",
q22 = "My friends are better at SPSS than I am", q23 = "If I'm good at statistics my friends will think I'm a nerd"
), codepage = 65001L, row.names = c(NA, 6L), class = "data.frame")
This is the SEM Model if its necessary:
m4b <- 'Depression =~ q01+ q03 + q04 + q05 + q08
Anxiety =~ q06 + q07'
twofac7items_b <- cfa(m4b, data=dat,std.lv=TRUE)
summary(twofac7items_b,fit.measures=TRUE,standardized=TRUE)
Finally, I put this to the side for some time when I got more R savvy. Instead of trying to overcomplicate things, I decided to make a really simple SEM path plot, then apply what was said in the comments here earlier to solve the issue.
So the major issue I kept having was getting the title to map on. For some reason I couldn't understand what was causing the issue...until I figured out the order of operations for printing out the plot. So here is basically what I did. First I used a well-oiled data frame and wrote a model based off the old lavaan manual:
# Write model:
model <- '
ind60 =~ x1 + x2 + x3
dem60 =~ y1 + y2 + y3 + y4
dem65 =~ y5 + y6 + y7 + y8
dem60 ~ ind60
dem65 ~ ind60 + dem60
y1 ~~ y5
y2 ~~ y4 + y6
y3 ~~ y7
y4 ~~ y8
y6 ~~ y8
'
# Fit model:
fit <- sem(model,
data = PoliticalDemocracy)
# Summarize model:
summary(fit,
standardized = T)
semPaths(fit,
"std",
"est",
style = "lisrel",
theme = "colorblind",
rotation = 2,
legend.cex = .5,
layout = "tree2")
Now this is the main part...first, I just printed out the plot as it was from there:
It was then that I put the title command directly after running the plot in the R plot viewer:
# Manually add title to generated plot
title("Democracy")
From there, I just printed the plot with this dropdown:
I was so new to R that I kept screwing this up by trying to output the file first. And by changing the order in my script, I got my pdf of my plot! I'm so happy that I was finally able to get this accomplished. Thank you to Rawr and User20650 for attempting to work with me on this.