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- Bollinger, Christopher R.; van Hasselt, Martijn
- Journal of econometrics 2017 v.200 no.2 pp. 282-294
- Bayesian theory; algorithms; data collection; econometric models; economic analysis; economic theory; pain; probability; regression analysis
- ... We present a Bayesian analysis of a regression model with a binary covariate that may have classification (measurement) error. Prior research demonstrates that the regression coefficient is only partially identified. We take a Bayesian approach which adds assumptions in the form of priors on the unknown misclassification probabilities. The approach is intermediate between the frequentist bounds of ...