Definition X∼Beta(α,β) where α,β∈R+ are the shape parameters Properties PDF f(x)=Γ(α)Γ(β)Γ(α+β)xα−1(1−x)β−1∈(0,1) Mean E(X)=α+βα Variance Var(X)=(α+β+1)(α+β)2αβ Derivation from Gamma Distribution Let X1∼Γ(α,1),X2∼Γ(β,1) are independent gamma distributions, then X1+X2X1∼Beta(α,β)