Calibrating Generated Items Before Pretesting with Predicted Priors


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Documentation for package ‘coldstart’ version 0.1.0

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cs_calibrate Bayesian calibration of new items with predicted priors
cs_check Which item families' predictions can be trusted?
cs_distrust Withdraw priors for untrustworthy families
cs_plan Plan pretest sample sizes for a target precision
cs_predictor Predict item difficulty from item features, with honest uncertainty
cs_responses Simulate pretest responses to new items
cs_simulate Simulate an item bank with features and known difficulties
predict.cs_predictor Predicted difficulty and predictive SD for new items