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MMP.16:3 - Forces

ForceTension
Visible contrast and recorded contrastModels can disagree about an unobserved quantity while predicting the same available record.
Model identity and receiving resultDifferent models may support the same answer; a single model family may contain the important disagreement.
Discrimination and uncertaintyOne certain separating observation is attractive, but useful statistical distinctions often retain error.
Informative design and model adequacyA design can be excellent within an inadequate model family.
Learning and available workA better distinction can cost more time, access or computation than its contribution warrants.
Immediate gain and continued inquiryOne observation may prepare a later useful test without answering the final question itself.