Statistical distributions

CARES NG® provides a number of statistical distributions that can be used in the Food table as an alternative source of residue concentration data to run dietary exposure analyses. The table below contains the list of the available distributions together with the list of the parameters required by each distribution.

Distribution name Distribution definition Parameter list Parameter symbols
Normal / Gaussian normal(μ,σ,min,max) mean
standard deviation
minimum
maximum
μ
σ
min
max
Lognormal lognormal(μ,σ,min,max) mean
standard deviation
minimum
maximum
μ
σ
min
max
Triangular triangular(min,mode,max) minimum
mode
maximum
min
mode
max
Uniform uniform(min,max) minimum
maximum
min
max
Discrete discrete(x1,x2,x3,…) list of numbers x1,x2,x3,…
Percentile percentile([p0,p1,…,p100],[x0,x1,…,x100]) list of percentiles
list of numbers
p0,p1,…,p100
x0,x1,…,x100
Exponential exponential(μ) mean μ
Weibull weibull(k,λ) shape
scale
k
λ
Gamma gamma(k,λ,min,max) shape
scale
minimum
maximum
k
λ
min
max
Beta beta(α,β) shape 1
shape 2
α
β
Logistic logistic(μ,λ) scale
mean
μ
λ
Binomial binomial(p,n) probability of success
number of trials
p
n
Bernoulli bernoulli(p) probability of success p
Poisson poisson(μ) mean number of successes μ