Main page: https://www.rdocumentation.org/packages/datasets/versions/3.6.2/topics/Formaldehyde
Formaldehyde
## carb optden
## 1 0.1 0.086
## 2 0.3 0.269
## 3 0.5 0.446
## 4 0.6 0.538
## 5 0.7 0.626
## 6 0.9 0.782
require(stats); require(graphics)
plot(optden ~ carb, data = Formaldehyde,
xlab = "Carbohydrate (ml)", ylab = "Optical Density",
main = "Formaldehyde data", col = 4, las = 1)
abline(fm1 <- lm(optden ~ carb, data = Formaldehyde))
summary(fm1)
##
## Call:
## lm(formula = optden ~ carb, data = Formaldehyde)
##
## Residuals:
## 1 2 3 4 5 6
## -0.006714 0.001029 0.002771 0.007143 0.007514 -0.011743
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.005086 0.007834 0.649 0.552
## carb 0.876286 0.013535 64.744 3.41e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.008649 on 4 degrees of freedom
## Multiple R-squared: 0.999, Adjusted R-squared: 0.9988
## F-statistic: 4192 on 1 and 4 DF, p-value: 3.409e-07
opar <- par(mfrow = c(2, 2), oma = c(0, 0, 1.1, 0))
plot(fm1)
par(opar)