Partial Identifiability in Discrete Data with Measurement Error

Noam Finkelstein, Roy Adams, Suchi Saria, Ilya Shpitser

Abstract: When data contains measurement errors, it is necessary to make modeling assumptions relating the error-prone measurements to the unobserved true values. Work on measurement error has largely focuse...