Yield from a chemical curing process
Process engineers wish to determine a “bake window”, the combination of time and temperature in a curing process, that will maximize the yield of the product.
A data frame with 18 observations on the following 3 variables.
time
time - an ordered factor with levels
20
< 40
temp
temperature - an ordered factor with levels
Low
< Med
< High
yield
yield of parts
Peter R. Nelson, Marie Coffin and Karen A. F. Copeland (2003), Introductory Statistics for Engineering Experimentation, Elsevier. (Appendix A)
str(cure) dotplot(temp ~ yield, cure, groups = time, type = c("p","a"), jitter.y = TRUE, xlab = "Yield of parts") summary(fm1 <- lm(yield ~ time * temp, cure))
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