Two predictions for the same latent concept, generated on independent splits of one dataset, can serve as instruments for each other and reduce measurement-error bias when prediction-generated variables are used as regressors.
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When Predictions Become Regressors: A Split-Sample Correction for Biases in Downstream Inference
Two predictions for the same latent concept, generated on independent splits of one dataset, can serve as instruments for each other and reduce measurement-error bias when prediction-generated variables are used as regressors.