library(resampledata)
##
## Attaching package: 'resampledata'
## The following object is masked from 'package:datasets':
##
## Titanic
data(Beerwings)
attach(Beerwings)
beerwingmodel <- lm(Hotwings ~ Beer)
ConfidenceIntervals
confint(beerwingmodel,level=.9)
## 5 % 95 %
## (Intercept) 1.3217981 5.9440620
## Beer 0.2361993 0.3974193
Correlation
cor(Hotwings,Beer)
## [1] 0.7841224
cor(Beer,Hotwings)
## [1] 0.7841224
prediction & confidence intervals
newdata <- data.frame(Beer=30)
seconddata <- data.frame(Beer=12)
(predint <- predict(beerwingmodel,newdata,interval="predict"))
## fit lwr upr
## 1 13.13721 6.834041 19.44038
(confinn <- predict(beerwingmodel,newdata,interval="confidence"))
## fit lwr upr
## 1 13.13721 11.9484 14.32602
predint %*% c(0,-1,1)
## [,1]
## 1 12.60634
confinn %*% c(0,-1,1)
## [,1]
## 1 2.377623
predint[1] == confinn[1]
## [1] TRUE