Fits a generalized linear model with Gamma family and log link to model
abundance values as a function of experimental factors.
Usage
fit_glm(data, formula, peptide_id = NULL)
Arguments
- data
Data frame containing the peptide data
- formula
A formula specifying the model
- peptide_id
Character, the peptide being analyzed (for diagnostics)
Value
A list with components:
- converged
Logical, whether the model converged
- model
The fitted glm object (NULL if failed)
- coefficients
Model coefficients (NULL if failed)
- deviance
Residual deviance (NA if failed)
- peptide
The peptide ID
