Johannes Radinger johannesradinger at gmail.com writes:
Hi,
I'd like to use Latin Hypercube Sampling (LHC) in the the context of
uncertainty / sensitivity analysis of a complex model with approximately
10
input variables. With the LHC approach I'd like to generate parameter
combinations
Aimee Kopolow alj27 at georgetown.edu writes:
Hi all,
I am attempting to use latin hypercube sampling to sample different
variable functions in a series of simultaneous differential equations.
There is very little code online about lhs or clhs, so from different
other help threads I have
Duarte Viana viana.sptd at gmail.com writes:
Hello all,
I am trying to do a Latin Hypercube Sampling (LHS) to a 5-parameter
design matrix. I start as follows:
library(lhs)
p1-randomLHS(1000, 5)
If I check the distribution of each parameter (column), they are
perfectly uniformly
Duarte Viana viana.sptd at gmail.com writes:
Thanks Rob and Ravi for the replies.
Let me try to explain my problem. I am trying to make a kind of
sensitivity analysis where I have 5 parameters (the margins of the
Latin hypercube), 3 of them are proportions that should sum to one. My
idea
))
range(Y)
ws - randomLHS(1000, 7)
wsSums - rowSums(ws)
wss - ws / wsSums
stopifnot(all(abs(rowSums(wss)-1) 1E-12))
range(wss)
I hope this helps!
Rob
Rob Carnell
Battelle
Principal Research Scientist
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