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Papers matching “interpretability evaluation” 43

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Estimating Causal Effects from Tabular Data with Assumption Gates and Automated Estimator Selection for Trustworthy Artificial Intelligence
2026 Electronics article Mathematics Advanced Causal Inference Techniques Open access

Alessandro Berti

0

citations
Detecting subsurface interfaces with a physics-based level-set segmentation and additional geological constraints
2020 conference-abstract Mathematics Numerical methods in inverse problems Open access

Florian Wellmann, Benjamin Berkels

0

citations
Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data
2020 Psychotherapy Research article Mathematics Statistical Methods and Bayesian Inference Open access

Marjolein Fokkema, Julian H. Edbrooke-Childs, Miranda Wolpert

91

citations
Is there a role for statistics in artificial intelligence?
2021 Advances in Data Analysis and Classification article Mathematics Statistics Education and Methodologies Open access

Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, +8 more

76

citations
Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations
2025 The American Statistician article Mathematics Statistical Methods and Bayesian Inference Open access

Samuel Pawel, Frantis̆ek Bartos̆, Björn Sebastian Siepe

21

citations
Handling missing values in patient-reported outcome data in the presence of intercurrent events
2025 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access

Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +31 more

18

citations
[Covid-19: excess deaths should be the outcome measure].
2021 PubMed article Mathematics COVID-19 epidemiological studies

Jan Paul Vandenbroucke

3

citations
Therapeutic Innovations in Neuroscience: What’s New on the Horizon?
2022 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials Open access

Iris K. Minichmayr, Paulien G. M. Ravenstijn, Piet H. van der Graaf, Spiros Vamvakas

2

citations
The Choice of a Randomization Procedure in Survival Studies with Nonproportional Hazards
2021 Statistics in Biopharmaceutical Research article Mathematics Statistical Methods in Clinical Trials Open access

Marcia Viviane Rückbeil, Martin Manolov, R.-D Hilgers

2

citations
Quantitative bias analysis in practice: Review of software for regression with unmeasured confounding
2022 medRxiv preprint Mathematics Advanced Causal Inference Techniques Open access

Emily Kawabata, Kate M. Tilling, RHH Groenwold, Rachael A. Hughes

2

citations
Optimal Transport Distances for Directed, Weighted Graphs: A Case Study With Cell-Cell Communication Networks
2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Mathematics Geometric Analysis and Curvature Flows Open access

James Shiniti Nagai, Ivan G. Costa, Michael T. Schaub

1

citations
Causal Estimands for Analyses of Averted and Avertible Outcomes due to Infectious Disease Interventions
2024 medRxiv preprint Mathematics Advanced Causal Inference Techniques Open access

Katherine Min Jia, Christopher Boyer, Jacco Wallinga, Marc Lipsitch

1

citations
Representation Theory Based Algorithm to Compute Boltzmann’s Bilinear Collision Operator in the Irreducible Spectral Burnett Ansatz Efficiently
2023 Journal of Scientific Computing article Mathematics Gas Dynamics and Kinetic Theory Open access

Andrea Hanke, Manuel Torrilhon

1

citations
The Choice of a Randomization Procedure in Survival Studies with Nonproportional Hazards
2021 Figshare dataset Mathematics Statistical Methods in Clinical Trials Open access

Marcia Viviane Rückbeil, Martin Manolov, R.-D Hilgers

0

citations
Choosing the right MCMC sampler: a systematic benchmark of gradient-free methods
2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

Colin M. Poppelaars, Marcel P. van Daalen

0

citations
Summary measures in non-inferiority clinical trials with a time-to-event outcome: an empirical comparison of power
2025 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access

Shole D.L. Broer, Ian R. White, Tim Peter Morris, Isabelle R. Weir, Marta F. Fiocco, Matteo Quartagno

0

citations
The choice of a randomization procedure in survival studies with non-proportional hazards
2021 Figshare dataset Mathematics Statistical Methods in Clinical Trials Open access

Marcia Viviane Rückbeil, Martin Manolov, R.-D Hilgers

0

citations
Regularized reduced rank regression for mixed predictor and response variables
2026 British Journal of Mathematical and Statistical Psychology article Mathematics Statistical Methods and Applications Open access

Lorenza Cotugno, Mark de Rooij, Roberta Siciliano

0

citations