evalDropoutModel {LineagePulse} | R Documentation |
Computes value of logistic function for one observation and uses offset to correct model. The drop-out magnitude boundary parameter scaOffset is set in here.
evalDropoutModel(vecPiModel, vecPiPredictors)
vecPiModel |
(numeric vector length linear model) Linear model for drop-out rate in logit space. |
vecPiPredictors |
(vector length of predictors) Predictors of the drop-out rate in the linear model. Minimum are a constant offset and log of the negative binomial mean parameter. Other gene-specific predictors can be added. |
scaDropoutRate (scalar) Drop-out rate estimate.
David Sebastian Fischer