large-scale-assessment

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Yorkel / pisa-specification-sensitivity

How far does a conclusion about educational attainment move across modelling choices that are all individually defensible? A 48-specification sensitivity study of PISA 2022 UK mathematics outcomes.

python reproducibility pisa education-research large-scale-assessment specification-curve permutation-importance survey-weights multiverse-analysis plausible-values

Updated Aug 18, 2026
Python

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