resid.squares
plot squared residuals in inches to match the y-dimension
plot squared residuals in inches to match the y-dimension
- Keywords
- models, regression
Usage
resid.squares(x, y, y.hat, resid.plot = "square", ...)
Arguments
- x
x values
- y
observed y values
- y.hat
predicted y values
- resid.plot
If
"square"
, then plot the squared residuals. IfTRUE
(or anything else), then plot straight lines for the residuals.- …
Other graphics arguments.
Details
The goal is to get real squares on the screen or paper. The trick is to play games with the aspect ratio. We find the number of inches that each vertical residual occupies. We then find the number of x-units that corresponds to, and plot a rectangle with height=height in the y-data units and with width=the number of x-units that we just calculated.
References
Heiberger, Richard M. and Holland, Burt (2015). Statistical Analysis and Data Display: An Intermediate Course with Examples in R. Second Edition. Springer-Verlag, New York. https://www.springer.com/us/book/9781493921218
See Also
Examples
# NOT RUN {
data(hardness)
hardness.lin.lm <- lm(hardness ~ density, data=hardness)
plot(hardness ~ density, data=hardness, xlim=c(22,73), ylim=c(0,3400))
abline(hardness.lin.lm)
resid.squares(hardness$density, hardness$hardness,
predict(hardness.lin.lm))
plot(hardness ~ density, data=hardness, xlim=c(22,73), ylim=c(0,3400))
abline(hardness.lin.lm)
resid.squares(hardness$density, hardness$hardness,
predict(hardness.lin.lm), resid.plot = "line")
# }