Table 2 List of proposal distributions for both global and local parameters
Global parameterθi | Proposal distributionq(θ*|θi) |
|---|---|
μ g | Truncated-Normal ∼ (μ = μ g , lower = d, upper = log 2 (100)) |
σ g | Truncated-Normal ∼ (μ = σ g , lower = 0.01) |
ψ | Truncated-Normal ∼ (μ = ψ, lower = 0.001, upper = 2) |
λ δ | Truncated-Normal ∼ (μ = λ δ , lower = 0.01) |
ϕ δ | ϕ δ ' = Normal ∼ (μ = ln[ϕ δ /(1-ϕ δ )]), ϕ δ * = exp(ϕ δ ')/[1 + exp(ϕ δ ')] |
μ κ | Normal ∼ (μ = μ κ ) |
σ κ | Truncated-Normal ∼ (μ = σ κ , lower = 0.01) |
μ τ | Normal ∼ (μ = μ τ ) |
σ τ | Truncated-Normal ∼ (μ = σ τ , lower = 0.01) |
Local parameter θ i | Proposal distribution q(θ*|θ i ) |
μ s | Normal ∼ (μ = μ s ) |
δ s | Normal ∼ (μ = δ s ) |
κ s | Normal ∼ (μ = κ s ) |
τ s | Normal ∼ (μ = τ s ) |