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Real data sets

ecpe_data ecpe_qmatrix
Examination for the certificate of proficiency in English (ECPE)
fraction_data fraction_qmatrix
Tatsuoka fraction subtraction data
mdm_data mdm_qmatrix
MacReady & Dayton multiplication data (MDM)
mcmi_data mcmi_qmatrix
Millon Clinical Multiaxial Inventory-III (MCMI-III)
pie_ft_data pie_ft_qmatrix pie_pilot_data pie_pilot_qmatrix
Pathways for instructionally embedded assessment (PIE)
roarpa_data roarpa_qmatrix
Rapid online assessment of reading and phonological awareness (ROAR-PA)
timss03_data timss03_qmatrix
Trends in international mathematics and science study (TIMSS) assessment for grade 8 mathematics (2003)
timss07_data timss07_skill_qmatrix timss07_topic_qmatrix timss07_domain_qmatrix
Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)

Simulated data sets

dtmr_data dtmr_qmatrix dtmr_true_structural dtmr_true_profiles dtmr_true_items
Diagnosing teachers' multiplicative reasoning (DTMR)

Tools for simulating data

generate_ids()
Generate unique identifiers
logit() inv_logit()
Log-odds transformation