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Papers matching “nonparametric regression” 20

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FINKER: Frequency Identification through Nonparametric KErnel Regression in astronomical time series
2024 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access

Fiorenzo Stoppa, C. Johnston, Eric Cator, Gijs Nelemans, P. Groot

1

citations
A supervised deep learning method for nonparametric density estimation
2024 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

Thijs Bos, Johannes Schmidt-Hieber

2

citations
Posterior concentration for Bayesian regression trees and forests
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Veronika Ročková, Stéphanie van der Pas

72

citations
Bootstrap based goodness-of-fit tests for binary multivariate regression models
2021 Journal of the Korean Statistical Society article Mathematics Statistical Methods and Inference Open access

Mareike van Heel, Gerhard Dikta, Roel Braekers

6

citations
A Comparison of Methods for Poisson Regression in the Presence of Background
2026 The Astrophysical Journal article Mathematics Statistical Methods and Bayesian Inference Open access

Massimiliano Bonamente, Vinay L. Kashyap, J. de Plaa

0

citations
Gaussian Process Panel Modeling—Machine Learning Inspired Analysis of Longitudinal Panel Data
2020 Frontiers in Psychology article Computer Science Gaussian Processes and Bayesian Inference Open access

Julian David Karch, Andreas M. Brandmaier, Manuel C. Voelkle

19

citations
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Judith Rousseau, Botond Szabó

21

citations
Can We Trust Bayesian Uncertainty Quantification from Gaussian Process Priors with Squared Exponential Covariance Kernel?
2021 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Gaussian Processes and Bayesian Inference Open access

Amine Hadji, Botond Szabó

18

citations
Adaptation Using Spatially Distributed Gaussian Processes
2025 Journal of the American Statistical Association article Computer Science Gaussian Processes and Bayesian Inference Open access

Botond Szabó, Amine Hadji, Aad van der Vaart

0

citations
Adaptive distributed methods under communication constraints
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Botond Szabó, Harry van Zanten

15

citations
Bootstrap-based goodness-of-fit test for parametric families of conditional distributions
2025 Computational Statistics & Data Analysis article Mathematics Statistical Distribution Estimation and Applications Open access

Gitte Kremling, Gerhard Dikta

3

citations
Probabilistic solar nowcasting based on all-sky imagers
2023 Solar Energy article Computer Science Solar Radiation and Photovoltaics

Bijan Nouri, Stefan Wilbert, Niklas Benedikt Blum, Yann Fabel, Elke Lorenz, Annette Hammer, +3 more

26

citations
A general framework for Bayes structured linear models
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Chao Gao, Aad van der Vaart, Harrison H. Zhou

30

citations
Sociodemographic, Health and Lifestyle, Sampling, and Mental Health Determinants of 24-Hour Motor Activity Patterns: Observational Study
2020 Journal of Medical Internet Research article Psychology Sleep and related disorders Open access

Sonia Difrancesco, Harriëtte Riese, Kathleen Ries Merikangas, Haochang Shou, Vadim Zipunnikov, Niki Antypa, +4 more

19

citations
Smooth Hazards With Multiple Time Scales
2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Angela Carollo, Paul H.C. Eilers, Hein Putter, Jutta Gampe

6

citations
Effect of Body Weight on Age at Onset in Huntington Disease
2021 Neurology Genetics article Neuroscience Genetic Neurodegenerative Diseases Open access

Jorien M.M. van der Burg, Patrick Weydt, G. Bernhard Landwehrmeyer, N. Ahmad Aziz

16

citations
Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity
2022 Cerebral Cortex article Neuroscience Functional Brain Connectivity Studies Open access

Benjamin Clemens, Jérémy Lefort‐Besnard, Christoph Ritter, Elke Stefanie Smith, Mikhail Votinov, Birgit Derntl, +2 more

4

citations
Case-mix, management and mortality of patients receiving emergency neurosurgery for traumatic brain injury in the Global Neurotrauma Outcomes Study (GNOS): a prospective, observational cohort study
2022 Brain and Spine article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

A. Joannides, AO Adeleye, A.H. Bajamal, Tom Bashford, H. Biluts, K. Budohoski, +21 more

3

citations
Surgery versus conservative treatment for traumatic acute subdural hematoma: a prospective, multicentre, comparative effectiveness study
2022 Brain and Spine article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

Thomas Arjan van Essen, Hester Floor Lingsma, Dana Pisică, Ranjit D. Singh, Victor Volovici, Hugo F. den Boogert, +11 more

1

citations
Alternatives to the Cox proportional hazards model: A review of additive hazards and accelerated failure time models
2026 Statistica Neerlandica article Mathematics Statistical Methods and Inference Open access

Hein Putter, Liesbeth C. de Wreede

0

citations

20 results