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Sunday, October 28, 2012

 

Drawing Function vs Fitting Model in R

layout(matrix(c(1,2), 1,2, byrow=TRUE))

# http://www.stat.umn.edu/geyer/5102/examp/reg.html
qftn <- function(x) x^2 * 3
curve(qftn, 1, 3, main = "Function: y = x^2 * 3") 

x <- c(1:3)
y <- c(3, 12, 27)
plot(x, y, main="Fitting model: y = x^2 * 3")
model <- lm(y ~ I(x^2 * 3))
curve(predict(model, newdata = data.frame(x = x)), add = TRUE)
# May also draw the coordinate pairs, like so:
text(1,4, "(1,3)")
text(2,13, "(2,12)")
text(2.9,27, "(3,27)")


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