From

Institution

Field

Type

Topic: Statistical Methods and Inference ×

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers in Statistical Methods and Inference 109

Sort: Cited Newest Oldest Fwci Patents ⇩ CSV

Cross-Validation: A Method Every Psychologist Should Know
2020 Advances in Methods and Practices in Psychological Science article Mathematics Statistical Methods and Inference Open access

Mark de Rooij, Wouter D. Weeda

190

citations
Understanding overfitting in random forest for probability estimation: a visualization and simulation study
2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access

Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster

149

citations
Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study
2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access

Ben Van Calster, Maarten van Smeden, B. De Cock, Ewout Willem Steyerberg

124

citations
Fine‐Gray subdistribution hazard models to simultaneously estimate the absolute risk of different event types: Cumulative total failure probability may exceed 1
2021 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Peter C. Austin, Ewout Willem Steyerberg, Hein Putter

94

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
On the relation between the cause‐specific hazard and the subdistribution rate for competing risks data: The Fine–Gray model revisited
2020 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

Hein Putter, Martin Christian Schumacher, Hans C. van Houwelingen

56

citations
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study
2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Zoë S Dunias, Ben Van Calster, Dirk Timmerman, Anne‐Laure Boulesteix, Maarten van Smeden

35

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
Statistical models versus machine learning for competing risks: development and validation of prognostic models
2023 BMC Medical Research Methodology article Mathematics Statistical Methods and Inference Open access

Georgios Kantidakis, Hein Putter, Saskia Litière, Marta F. Fiocco

28

citations
Stacked penalized logistic regression for selecting views in multi-view learning
2020 Information Fusion article Mathematics Statistical Methods and Inference Open access

Wouter van Loon, Marjolein Fokkema, Botond Szabó, Mark de Rooij

27

citations
Covariance estimation under one-bit quantization
2022 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Sjoerd Dirksen, Johannes Maly, Holger Rauhut

26

citations
Robust Testing in Generalized Linear Models by Sign Flipping Score Contributions
2020 Journal of the Royal Statistical Society Series B (Statistical Methodology) article Mathematics Statistical Methods and Inference Open access

Jesse Hemerik

25

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
Beyond Neyman–Pearson: E-values enable hypothesis testing with a data-driven alpha
2024 Proceedings of the National Academy of Sciences article Mathematics Statistical Methods and Inference Open access

Peter Grünwald

16

citations
A Regression Perspective on Generalized Distance Covariance and the Hilbert–Schmidt Independence Criterion
2022 Statistical Science article Mathematics Statistical Methods and Inference

Dominic Edelmann, Jelle J. Goeman

16

citations
Maximum Likelihood Estimation in the Additive Hazards Model
2022 Biometrics article Mathematics Statistical Methods and Inference Open access

Chengyuan Lu, Jelle J. Goeman, Hein Putter

16

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
E-statistics, group invariance and anytime-valid testing
2024 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Muriel Felipe Pérez-Ortiz, Tyron Lardy, Rianne de Heide, Peter Grünwald

13

citations
Large‐scale simultaneous inference under dependence
2022 Scandinavian Journal of Statistics article Mathematics Statistical Methods and Inference Open access

Jinjin Tian, Xu Chen, Eugene Katsevich, Jelle J. Goeman, Aaditya Ramdas

12

citations
Why you should avoid using multiple Fine–Gray models: insights from (attempts at) simulating proportional subdistribution hazards data
2024 Journal of the Royal Statistical Society Series A (Statistics in Society) article Mathematics Statistical Methods and Inference Open access

Edouard F. Bonneville, Liesbeth C. de Wreede, Hein Putter

12

citations
High-dimensional variable selection via low-dimensional adaptive learning
2021 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

Christian Staerk, Maria Kateri, Ioannis Ntzoufras

11

citations
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma
2022 Statistical Methods & Applications article Mathematics Statistical Methods and Inference Open access

Marta Spreafico, Francesca Ieva, Marta F. Fiocco

11

citations
Estimation of incident dynamic AUC in practice
2020 Computational Statistics & Data Analysis article Mathematics Statistical Methods and Inference Open access

Nan van Geloven, Yifei He, Aeilko Having Zwinderman, Hein Putter

11

citations
Sequential Gaussian approximation for nonstationary time series in high dimensions
2023 Bernoulli article Mathematics Statistical Methods and Inference

Fabian Mies, Ansgar Steland

10

citations
Penalized regression calibration: A method for the prediction of survival outcomes using complex longitudinal and high‐dimensional data
2021 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Roula Tsonaka

10

citations