# NOT RUN {
data(baker.barley.uniformity)
dat <- baker.barley.uniformity
asp <- (161*3+30)/827 # True aspect ratio
desplot(yield~col*row|year, data=dat,
main="baker.barley.uniformity heatmaps by year", aspect=asp)
dat2 <- aggregate(yield ~ row*col, data=dat, FUN=mean, na.rm=TRUE)
desplot(yield~col*row, data=dat2, main="baker.barley.uniformity 10-year average", aspect=asp)
# Note low yield in upper right, slanting to left a bit due to sandy soil.
# Baker fig 2, stdev vs mean
dat3 <- aggregate(yield ~ row*col, data=dat, FUN=sd, na.rm=TRUE)
plot(dat2$yield, dat3$yield, xlab="Mean yield", ylab="Std Dev yield",
main="baker.barley.uniformity")
# Baker table 4, correlation of plots across years
require(reshape2)
mat <- acast(dat, row+col~year)
round(cor(mat, use='pair'),2)
# }
Run the code above in your browser using DataLab