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Internal functions to calculate the sum of all marginals and the percent of marginal values that are zero.

Usage

marginal_stats(bf)

sum_marginals(bf)

calc_pct_zero(bf)

Arguments

bf

A BirdFlow model.

Value

marginal_stats() returns a list with

sum

the sum of all the marginals

pct_zero

the percent of the values across all marginals that are zero.

sum_marginals() returns the sum of all marginals.

calc_pct_zero() returns the percent of marginal values that are zero

Details

These are used by sparsify and fix_dead_ends. marginal_stats is slightly more efficient than calling the other two functions independently.