Integrate EDM Prediction Framework into FIMS Likelihood/TMB Pipeline

[aman-raj-srivastva]

Goal

Integrate the completed EDM prediction framework into the FIMS statistical modeling pipeline so that EDM prediction methods can participate in the objective function and likelihood evaluation.

Tasks

• Add an EDM model object that integrates with the existing FIMS module architecture.
• Register EDM prediction outputs within Information<Type> so they are available during model evaluation.
• Integrate EDM prediction into the existing Model<Type>::Evaluate() workflow.
• Connect the Rcpp interfaces with the FIMS/TMB model construction pipeline.
• Ensure EDM predictions can be accessed during likelihood evaluation through the existing FIMS infrastructure.
• Add end-to-end tests validating the complete EDM prediction-to-likelihood workflow.

Expected Outcome

A fully integrated EDM prediction module that participates in the FIMS objective function, allowing Simplex, S-Map, and GP-EDM predictions to be used within the statistical modeling framework while remaining compatible with the existing FIMS/TMB architecture.