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Reliable Prediction Intervals for Local Linear Regression
This paper introduces two methods for estimating reliable prediction intervals for local linear least-squares regressions, named Bounded Oscillation Prediction Intervals (BOPI).
Predictive Interval Models for Non-parametric Regression
This work presents a new method to find two-sided predictive intervals for non-parametric least squares regression without the homoscedasticity assumption.
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