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Computes diagnostics for rho = sum of w_h squared, the prior co-clustering probability.

Usage

compute_coclustering_diagnostics(a, b, M = .QUAD_NODES_DEFAULT)

Arguments

a

Numeric; shape parameter of the Gamma prior (> 0).

b

Numeric; rate parameter of the Gamma prior (> 0).

M

Integer; number of quadrature nodes (default: 80).

Value

A list with components: mean (expected co-clustering probability), var (variance), sd, and interpretation (qualitative description of co-clustering level).

Details

Key identity from RN-06: the expected co-clustering probability equals the expected first stick-breaking weight.