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Enhance sccomp functions with unconstrained predictors#253

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stemangiola wants to merge 1 commit intomasterfrom
add-unconstrained-predictors
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Enhance sccomp functions with unconstrained predictors#253
stemangiola wants to merge 1 commit intomasterfrom
add-unconstrained-predictors

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  • Added output for unconstrained predictors in sccomp_predict and sccomp_calculate_residuals, providing users with direct access to linear scale predictions before softmax transformation.
  • Updated documentation to reflect new output columns, including unconstrained_mean, unconstrained_lower, and unconstrained_upper.
  • Implemented comprehensive tests to ensure the accuracy and availability of unconstrained predictors in both summary and draws modes.
  • Modified Stan model to save linear predictors, ensuring backward compatibility with older models.
  • Enhanced user understanding of model behavior through detailed documentation and testing.

- Added output for unconstrained predictors in `sccomp_predict` and `sccomp_calculate_residuals`, providing users with direct access to linear scale predictions before softmax transformation.
- Updated documentation to reflect new output columns, including `unconstrained_mean`, `unconstrained_lower`, and `unconstrained_upper`.
- Implemented comprehensive tests to ensure the accuracy and availability of unconstrained predictors in both summary and draws modes.
- Modified Stan model to save linear predictors, ensuring backward compatibility with older models.
- Enhanced user understanding of model behavior through detailed documentation and testing.
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