[Feature]: One step ahead (OSA) residuals for composition data

[Rick-Methot-NOAA]

Describe the solution you would like.

This paper describes a procedure for one step ahead residuals. It overcomes the shortcomings of Pearson residuals for composition data with multinomial logL https://www.sciencedirect.com/science/article/pii/S0165783622002648?via%3Dihub

Describe alternatives you have considered

status quo

Statistical validity, if applicable

paper demonstrates superiority

Describe if this is needed for a management application

No response

Additional context

No response