Inference for Deep Neural Network Estimators in Generalized Nonparametric Models. [PDF]
Meng X, Li Y.
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ABSTRACT Isolated diastolic hypertension (IDH) is frequently considered a lower‐risk phenotype due to preserved systolic pressure; however, sustained ambulatory diastolic load may promote early myocardial remodeling. Dynamic circadian variation, particularly diastolic morning surge (DMS), may impose additional hemodynamic stress not reflected by mean ...
Ayhan Cosgun, Huseyin Oren
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Causal effect estimation from trans-regulatory single-cell CRISPR screens. [PDF]
Christensen OP +4 more
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Validation of machine learning based scenario generators
Abstract Machine learning (ML) methods are becoming increasingly important for designing economic scenario generators for internal models. Validating data‐driven models requires different methods than validating classical, theory‐based models. We discuss two novel aspects of such validation: first, checking the multivariate distribution of risk factors,
Gero Junike, Solveig Flaig, Ralf Werner
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Inference on function-valued parameters using a restricted score test. [PDF]
Hudson A, Carone M, Shojaie A.
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Reduction techniques for survival analysis. [PDF]
Piller J +8 more
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Wild bootstrap for counting process-based statistics: a martingale theory-based approach. [PDF]
Dietrich MT, Dobler D, de Gunst MCM.
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Robust Lifetime Estimation from HPGe Radiation-Sensor Time Series Using Pairwise Ratios and MFV Statistics. [PDF]
Golovko VV.
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Model-Free Approach to Evaluate a Censored Intermediate Outcome as a Surrogate for Overall Survival. [PDF]
Wang X, Cai T, Tian L, Parast L.
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Validating large language model-assisted data extraction from clinical notes. [PDF]
van Koevorden JW +12 more
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