> Here, corr.a and corr.b are slope and intersect of the correlated component fit, conc.* refer to concomintant fit, corr.theta is the NB over-dispersion, and fail.r is the background Poisson rate (fixed).
Particularly poor cells may result in abnormal fits, most commonly showing negtive corr.a, and should be removed: