Global sensitivity ranges for a MEMC model

Given a MEM model configuration, estimate the global parameter sensitivity.

Usage

memc_sensrange(config, t, x, parRange, dist, ...)

Arguments

config

a MEMC model configuration object, either one of the pre-built configurations listed in memc_all_configs or created using memc_configure

t

vector of the time steps to run the model at

x

vector of the parameters or initial model pool sizes that will be varied

parRange

data frame of the min/max parameter values

dist

str for the distribution according to which the parameters will be sampled from, options" "unif" (uniformly random samples), "norm", (normally distributed random samples), "latin" (latin hypercube distribution), and "grid" (parameters arranged on a grid).

...

additional arguments passed to sensRange

Value

The results of FME::sensRange.

See also

Other sensitivity: memc_sensfun()

Examples

if (FALSE) { # \dontrun{
# Test the sensitivity of the MEND output for V_p, K_p, V_m
pars <- c("V_d" = 3.0e+00,"V_p" = 1.4e+01,"V_m" = 2.5e-01)
prange <- data.frame(min = pars - pars * 0.75,
max = pars + pars * 0.75)
t <- floor(seq(0, 365, length.out = 10))
out <- memc_sensrange(config = MEND_config, t = t, x = pars,
parRange = prange, dist = "latin", num = 10)
plot(out)
} # }