20 citations · 41 across the 5 of their papers we have counts for
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stat.ME2022★ 6 cited
Should data ever be thrown away? Pooling interval-censored data sets with different precision
Krasymyr Tretiak, Scott Ferson
Data quality is an important consideration in many engineering applications and projects. Data collection procedures do not always involve careful utilization of the most precise i…
physics.data-an2022★ 20 cited
Neural network model for imprecise regression with interval dependent variables
Krasymyr Tretiak, Georg Schollmeyer, Scott Ferson
This paper presents a computationally feasible method to compute rigorous bounds on the interval-generalisation of regression analysis to account for epistemic uncertainty in the o…