Worksheets and research resources · Page 13
Search and filter all worksheets and research resourcesMeasurement device change assessment
Assess comparability when an instrument, assay or device changes during collection.
Linear-model residual pattern review
Use residual diagnostics to investigate model specification rather than certify it.
Unequal-variance response plan
Choose an uncertainty method consistent with observed variance structure.
Continuous predictor shape specification
Preserve a defensible relationship for a continuous predictor.
Influential observation review
Distinguish data errors, unusual observations and model influence.
Model convergence investigation log
Resolve optimization warnings before interpreting fitted parameters.
Model complexity and overfitting plan
Plan model flexibility relative to the information available.
Validation split integrity record
Keep related observations and future information out of the wrong partition.
Cross-validation design worksheet
Choose resampling that matches the intended generalization question.
Prediction threshold selection contract
Separate choosing a decision threshold from evaluating its consequences.
Model recalibration decision plan
Define how a prediction model may be updated for a new setting.
Prediction error subgroup audit
Investigate whether predictive performance differs across relevant groups.