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Prediction Intervals

A prediction interval is an estimate of an interval in which a future observation will fall, with a certain probability, given what has already been observed. Prediction intervals are often used in regression analysis.

Papers

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Showing 151–175 of 309 papers

TitleStatusHype
Reliable Prediction Intervals for Local Linear Regression—0
Reliable Prediction Intervals with Directly Optimized Inductive Conformal Regression for Deep Learning—0
Reliable Prediction Intervals with Regression Neural Networks—0
Ridge Regression Revisited: Debiasing, Thresholding and Bootstrap—0
Scalable computation of prediction intervals for neural networks via matrix sketching—0
Scalable Subsampling Inference for Deep Neural Networks—0
SEF: A Method for Computing Prediction Intervals by Shifting the Error Function in Neural Networks—0
Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds—0
Selecting informative conformal prediction sets with false coverage rate control—0
Sequential inductive prediction intervals—0
Short-term bus travel time prediction for transfer synchronization with intelligent uncertainty handling—0
Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm—0
Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting—0
Spatial Conformal Inference through Localized Quantile Regression—0
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals—0
STACI: Spatio-Temporal Aleatoric Conformal Inference—0
Statistical Verification of Autonomous Systems using Surrogate Models and Conformal Inference—0
Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection—0
A Nonparametric Approach with Marginals for Modeling Consumer Choice—0
The WayHome: Long-term Motion Prediction on Dynamically Scaled—0
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding—0
Tight Prediction Intervals Using Expanded Interval Minimization—0
tspDB: Time Series Predict DB—0
Transformation Forests—0
Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach—0
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