Combining Unsupervised Learning and Statistical Inference For Multimodal N-of-1 Trials
Fuente:
arXiv
Saved in:
| Main Authors: | Schneider, Juliana, Gärtner, Thomas, Konigorski, Stefan |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Analyzing Population-Level Trials as N-of-1 Trials: an Application to Gait
by: Zhou, Lin, et al.
Published: (2022)
by: Zhou, Lin, et al.
Published: (2022)
Digital N-of-1 Trials and their Application in Experimental Physiology
by: Konigorski, Stefan, et al.
Published: (2024)
by: Konigorski, Stefan, et al.
Published: (2024)
Personalized Oncology: Feasibility of Evaluating Treatment Effects for Individual Patients
by: Jang, Lydia, et al.
Published: (2025)
by: Jang, Lydia, et al.
Published: (2025)
Personalization of Large Foundation Models for Health Interventions
by: Konigorski, Stefan, et al.
Published: (2026)
by: Konigorski, Stefan, et al.
Published: (2026)
Generalized Design of Basket Trials with P-value Combination Test
by: Zhou, Heng, et al.
Published: (2024)
by: Zhou, Heng, et al.
Published: (2024)
Statistical Inference for Heterogeneous Treatment Effect with Right-censored Data from Synthesizing Randomized Clinical Trials and Real-world Data
by: Mao, Guangcai, et al.
Published: (2025)
by: Mao, Guangcai, et al.
Published: (2025)
Statistical Design and Rationale of the Biomarkers for Evaluating Spine Treatments (BEST) Trial
by: Sperger, John, et al.
Published: (2025)
by: Sperger, John, et al.
Published: (2025)
Decentralized Clinical Trials in the Era of Real-World Evidence: A Statistical Perspective
by: Chen, Jie, et al.
Published: (2024)
by: Chen, Jie, et al.
Published: (2024)
Statistical Inference in Large Multi-way Networks
by: Resende, Lucas, et al.
Published: (2025)
by: Resende, Lucas, et al.
Published: (2025)
Modeling and Prediction of the UEFA EURO 2024 via Combined Statistical Learning Approaches
by: Groll, Andreas, et al.
Published: (2024)
by: Groll, Andreas, et al.
Published: (2024)
Statistical Inference on the Miss Distance Compared to Collision Probability for Conjunction Analysis
by: Elkantassi, Soumaya, et al.
Published: (2025)
by: Elkantassi, Soumaya, et al.
Published: (2025)
A Comprehensive Framework for Statistical Inference in Measurement System Assessment Studies
by: Lashkari, Banafsheh, et al.
Published: (2025)
by: Lashkari, Banafsheh, et al.
Published: (2025)
DIF Statistical Inference without Knowing Anchoring Items
by: Chen, Yunxiao, et al.
Published: (2021)
by: Chen, Yunxiao, et al.
Published: (2021)
A General Statistical Framework for Hardy-Weinberg Equilibrium Inference on the X Chromosome
by: Zhang, Lin, et al.
Published: (2026)
by: Zhang, Lin, et al.
Published: (2026)
The Modified Combo i3+3 Design for Novel-Novel Combination Dose-Finding Trials in Oncology
by: Liu, Jiaxin, et al.
Published: (2024)
by: Liu, Jiaxin, et al.
Published: (2024)
Randomization Tests for Distributions of Individual Treatment Effects via Combined Rank Statistics
by: Kim, David, et al.
Published: (2026)
by: Kim, David, et al.
Published: (2026)
BOIN Designs for Dose Escalation With Selected Dose Combinations in Oncology Phase I Trials
by: Chen, Yuxuan, et al.
Published: (2026)
by: Chen, Yuxuan, et al.
Published: (2026)
Statistical Inference for Regression with Imputed Binary Covariates with Application to Emotion Recognition
by: Lin, Ziqian, et al.
Published: (2024)
by: Lin, Ziqian, et al.
Published: (2024)
Extending Inferences from Randomized Clinical Trials to Target Populations: A Scoping Review of Transportability Methods
by: Wang, Guanbo, et al.
Published: (2024)
by: Wang, Guanbo, et al.
Published: (2024)
The Influence of Nuisance Parameter Uncertainty on Statistical Inference in Practical Data Science Models
by: Wan, Yunrong
Published: (2024)
by: Wan, Yunrong
Published: (2024)
Integrating Unsupervised and Supervised Learning for the Prediction of Defensive Schemes in American football
by: Michels, Rouven, et al.
Published: (2026)
by: Michels, Rouven, et al.
Published: (2026)
Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments
by: Imai, Kosuke, et al.
Published: (2022)
by: Imai, Kosuke, et al.
Published: (2022)
BMW: Bayesian Model-Assisted Adaptive Phase II Clinical Trial Design for Win Ratio Statistic
by: Zhu, Di, et al.
Published: (2026)
by: Zhu, Di, et al.
Published: (2026)
Beyond Point Estimates: Toward Proper Statistical Inferencing and Reporting of Intraclass Correlation Coefficients
by: Liu, Yufeng, et al.
Published: (2026)
by: Liu, Yufeng, et al.
Published: (2026)
AgroDesign: A Design-Aware Statistical Inference Framework for Agricultural Experiments in Python
by: Gul, Aqib
Published: (2026)
by: Gul, Aqib
Published: (2026)
Mass-Balance MRV for Carbon Dioxide Removal by Enhanced Rock Weathering: Methods, Simulation, and Inference
by: Baum, Mark, et al.
Published: (2024)
by: Baum, Mark, et al.
Published: (2024)
Statistical Design of Pragmatic Trials Using Electronic Health Record Data when Outcome Assessments are Uncontrolled and Irregular
by: Bobb, Jennifer F., et al.
Published: (2026)
by: Bobb, Jennifer F., et al.
Published: (2026)
Simulation-Guided Planning of a Target Trial Emulated Cluster Randomized Trial for Mass Small-Quantity Lipid Nutrient Supplementation Combined with Expanded Program on Immunization in Rural Niger
by: Alam, Shomoita, et al.
Published: (2025)
by: Alam, Shomoita, et al.
Published: (2025)
Development of a Statistical Predictive Model for Daily Water Table Depth and Important Variables Selection for Inference
by: Manna, Alokesh, et al.
Published: (2024)
by: Manna, Alokesh, et al.
Published: (2024)
Heterogeneous Clinical Trial Outcomes via Multi-Output Gaussian Processes
by: Thomas, Owen, et al.
Published: (2024)
by: Thomas, Owen, et al.
Published: (2024)
Estimation methods for estimands using the treatment policy strategy; a simulation study based on the PIONEER 1 Trial
by: Bell, James, et al.
Published: (2024)
by: Bell, James, et al.
Published: (2024)
Lung Cancer Survival Prediction Using Machine Learning and Statistical Methods
by: Nair, Varun Vishwanathan, et al.
Published: (2025)
by: Nair, Varun Vishwanathan, et al.
Published: (2025)
A Systematic Review of Spatio-Temporal Statistical Models: Theory, Structure, and Applications
by: Habereder, Isabella, et al.
Published: (2025)
by: Habereder, Isabella, et al.
Published: (2025)
DiffKnock: Diffusion-based Knockoff Statistics for Neural Networks Inference
by: Ge, Heng, et al.
Published: (2025)
by: Ge, Heng, et al.
Published: (2025)
Statistics in Phonetics
by: Tavakoli, Shahin, et al.
Published: (2024)
by: Tavakoli, Shahin, et al.
Published: (2024)
Statistical Static Timing Analysis of VLSI as the Statistics of Correlated Extremes
by: Mishagli, Dmytro, et al.
Published: (2024)
by: Mishagli, Dmytro, et al.
Published: (2024)
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
by: Nguyen, Hai-Vy, et al.
Published: (2024)
by: Nguyen, Hai-Vy, et al.
Published: (2024)
Learning from Literature: Integrating LLMs and Bayesian Hierarchical Modeling for Oncology Trial Design
by: Gong, Guannan, et al.
Published: (2026)
by: Gong, Guannan, et al.
Published: (2026)
Moving from Machine Learning to Statistics: the case of Expected Points in American football
by: Brill, Ryan S., et al.
Published: (2024)
by: Brill, Ryan S., et al.
Published: (2024)
Statistical Learning of Trade Credit Insurance Network Data with Applications to Ratemaking and Reserving
by: Yoo, Woongchae, et al.
Published: (2025)
by: Yoo, Woongchae, et al.
Published: (2025)
Similar Items
-
Analyzing Population-Level Trials as N-of-1 Trials: an Application to Gait
by: Zhou, Lin, et al.
Published: (2022) -
Digital N-of-1 Trials and their Application in Experimental Physiology
by: Konigorski, Stefan, et al.
Published: (2024) -
Personalized Oncology: Feasibility of Evaluating Treatment Effects for Individual Patients
by: Jang, Lydia, et al.
Published: (2025) -
Personalization of Large Foundation Models for Health Interventions
by: Konigorski, Stefan, et al.
Published: (2026) -
Generalized Design of Basket Trials with P-value Combination Test
by: Zhou, Heng, et al.
Published: (2024)