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August 29, 2015 14:22
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par( | |
mfrow=c(2,3), | |
mar=c(1,1,2,1), | |
mgp=c(1, 0.2, 0), | |
oma=c(0,0,2,0)) | |
distributeCurve <- function (f, title, samples = 40000, drawSamples = 40) { | |
l <- c() | |
for (i in 0:samples) { | |
r <- f() | |
l <- c(l, r) | |
} | |
s <- c() | |
m <- 0 | |
for (i in 0:drawSamples) { | |
l2 <- l[(i/drawSamples) < l] | |
l2 <- l2[l2 < ((i+1)/drawSamples)] | |
len <- length(l2) | |
s <- c(s, len) | |
m <- max(m, len) | |
} | |
random <- function (x) { | |
return (s[ceiling(x * drawSamples)]) | |
} | |
curve(random, 0.01, 0.99, 50, | |
main=title, | |
ylim=c(0, 1.2 * m), | |
yaxt="n", | |
ylab="") | |
} | |
r <- function () { | |
return (runif(1)) | |
} | |
distributeCurve(function () { | |
return (r()); | |
}, "r()") | |
distributeCurve(function () { | |
return (r() * r()) | |
}, "r() * r()") | |
distributeCurve(function () { | |
return (r() ^ 2) | |
}, "Math.pow(r(), 2)") | |
distributeCurve(function () { | |
return (r() + r())/2 | |
}, "(r() + r())/2") | |
distributeCurve(function () { | |
return (0.3*r() + 0.7*r()) | |
}, "0.3*r() + 0.7*r()") | |
distributeCurve(function () { | |
return (r() + r() + r())/3 | |
}, "(r() + r() + r())/3") | |
title( | |
"different distribution of Math.random()", | |
outer=T) |
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