I have created a table of parameter sets sampling the parameter ranges using a Latin Hypercube.
library(tgp)
rect <- rbind(x1 = c(25,500),
x2 = c(50,5000),
x3 = c(0.05,0.95),
x4 = c(1,20),
x5 = c(1,250),
x6 = c(1,5),
x7 = c(0.05,0.95),
x9 = c(0.01,1000) )
# Define number of samples
n <- 1000
#Generate parameters
set.seed(123)
parameters <- lhs(n, rect)
Now, how can I augment the LH adding x10, which range is between 0.01 and 0.5, without changing the other parameters?
rbind makes a new table, it doesn't modify the table(s) it is being called on; so the following works:
parameters.new <- lhs(n, rbind(rect, x10 = c(0.01, 0.5)))
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