An Exact Sampler for Inference after Polyhedral Model Selection

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Confidence on the focal: Conformal prediction with selection-conditional coverage

Y **, Z Ren - arxiv preprint arxiv:2403.03868, 2024 - arxiv.org
Conformal prediction builds marginally valid prediction intervals which cover the unknown
outcome of a randomly drawn new test point with a prescribed probability. In practice, a …
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Inference with Randomized Regression Trees

S Bakshi, Y Huang, S Panigrahi… - arxiv preprint arxiv …, 2024 - arxiv.org
Regression trees are a popular machine learning algorithm that fit piecewise constant
models by recursively partitioning the predictor space. In this paper, we focus on performing …
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Advances in Quasi-Monte Carlo

S Liu - 2024 - search.proquest.com
Statistics is about distilling knowledge from noisy data, utilizing probabilistic models to
describe the complex interactions between signals and noise. To infer about signals, one …
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