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. 2021 Jul 6;11:13869. doi: 10.1038/s41598-021-93329-y

Table 1.

The distribution test for SFC, LNN and LDMM.

Distribution Probability distribution function fx
Frechet distribution fx;α,β=βxαxβe-αxβx>0, α,β>0,
where α, β are shape parameters.
Additive Gumbel Type II Distribution fx;ηi,δi=i=12ηiδix-ηi-1e-i=12δix-ηi x, δi,ηi>0
Where the shape parameters are δi, ηi, i=1,2.
Gumbel Type II Distribution fx;η,δ=ηδx-η-1e-δx-η x,δ,η>0,
Where the shape parameters are δ, η.
Weibull Distribution fx;λ,β=βλxλβ-1e-xλβx>0, λ,β>0,
where β>0 is the shape parameter and λ>0
is the scale parameter of the distribution.
Modified Frechet distribution fx;α,β,λ=1xβ+λxαxβexp-λx-αxβ
x>0, α,β>0, λ0,
where α, β, λ are shape parameters.
Rayleigh Distribution fx;σ=xσ2exp-x22σ2
where σ is the scale parameter of the distribution.