I have a vector of values 0-100.
values <- runif(n = 1000, min = 0, max = 100)
I’d like to transform these values into a concave down parabolic curve where values at the middle (approximately 50) would have new values of the max (100) and those at the low (0) and high (100) would be 0. Plotting my original vector vs the new would essentially look like the plot below. Any suggestion for how to write this equation in R?
>Solution :
A little bit of algebra gives a quadratic (not a parabola) that goes through the points (0, 0), (50, 100) and (100, 0) as -((x-50)^2)/25 + 100.
So does
library(tidyverse)
set.seed(123)
tibble(
value = runif(n = 1000, min = 0, max = 100),
new_value = -((value - 50)^2/25) + 100
) %>%
ggplot() +
geom_line(aes(x = value, y = new_value))
give you what you want?