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Most of some "adaptive learning" products out there adapt by heuristic: get one right, get a harder one. CalculixHub instead implements the estimator that actual standardized adaptive tests use — a three-parameter logistic (3PL) Item Response Theory model with Expected A Posteriori ability estimation and Maximum Fisher Information item selection.

  • Updated Oct 5, 2026
  • TypeScript

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