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Episode 23: Statistical and Algorithmic Thinking in the AI Age

Vanishing Gradients

NOTE

Sampling Bias in Recidivism Estimation

Estimating recidivism rates can be influenced by the sampling method used. Individual-based sampling, following first-time offenders over time, provides a different recidivism rate compared to event-based sampling, which could overestimate recidivism by focusing on repeat offenders. This bias in estimation can impact political arguments in the criminal justice system.

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