Weighted Brier Score -- an Overall Summary Measure for Risk Prediction Models with Clinical Utility Consideration
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Kehao, Zheng, Yingye, Chan, Kwun Chuen Gary |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Estimating optimal tailored active surveillance strategy under interval censoring
by: Liang, Muxuan, et al.
Published: (2024)
by: Liang, Muxuan, et al.
Published: (2024)
Cost-Effectiveness Analysis for Disease Prevention -- A Case Study on Colorectal Cancer Screening
by: Xiong, Yi, et al.
Published: (2024)
by: Xiong, Yi, et al.
Published: (2024)
An intuitive rearranging of the Yates covariance decomposition for probabilistic verification of forecasts with the Brier score
by: Vieira, Bruno Hebling
Published: (2026)
by: Vieira, Bruno Hebling
Published: (2026)
Propensity Score Methods for Local Test Score Equating: Stratification and Inverse Probability Weighting
by: Wallin, Gabriel, et al.
Published: (2024)
by: Wallin, Gabriel, et al.
Published: (2024)
Two‐Step Error‐Controlling Classifiers With Application to Cost‐Effective Disease Diagnosis
by: Kehao Zhu, et al.
Published: (2026)
by: Kehao Zhu, et al.
Published: (2026)
Balancing Weights for Non-monotone Missing Data
by: Dong, Jianing, et al.
Published: (2024)
by: Dong, Jianing, et al.
Published: (2024)
On Assessing Overall Survival (OS) in Oncology Studies
by: Hsu, Jason C.
Published: (2025)
by: Hsu, Jason C.
Published: (2025)
Efficient Estimation under Multiple Missing Patterns via Balancing Weights
by: Dong, Jianing, et al.
Published: (2025)
by: Dong, Jianing, et al.
Published: (2025)
A Utility Score Framework for Dose Optimization Studies with Binary Efficacy-Safety Endpoints: Sample Size Determination and Bias Characterization
by: Gu, Xuemin, et al.
Published: (2026)
by: Gu, Xuemin, et al.
Published: (2026)
Multi-dimensional Mortality (MDMx): Sex-Age-Specific Model Life Tables, Fitting, Prediction from Summary Mortality Indicators, and Forecasting
by: Clark, Samuel J.
Published: (2026)
by: Clark, Samuel J.
Published: (2026)
Defining Utility as a Measure of Preference Under Uncertainty in Phase I-II Oncology Dose Finding Trials
by: Hall, Andrew, et al.
Published: (2025)
by: Hall, Andrew, et al.
Published: (2025)
Beyond the ACE Score: Replicable Combinations of Adverse Childhood Experiences That Worsen Depression Risk
by: Zhang, Ruizhe, et al.
Published: (2025)
by: Zhang, Ruizhe, et al.
Published: (2025)
Weighted Conformal Prediction for Survival Analysis under Covariate Shift
by: Shin, Jaeyoung, et al.
Published: (2025)
by: Shin, Jaeyoung, et al.
Published: (2025)
Individualized Prediction Bands in Causal Inference with Continuous Treatments
by: Sampson, Max, et al.
Published: (2025)
by: Sampson, Max, et al.
Published: (2025)
A Functional Approach to Testing Overall Effect of Interaction Between DNA Methylation and SNPs
by: Gansou, Yvelin, et al.
Published: (2025)
by: Gansou, Yvelin, et al.
Published: (2025)
A Markov Chain Modeling Approach for Predicting Relative Risks of Spatial Clusters in Public Health
by: Iamrache, Lyza, et al.
Published: (2025)
by: Iamrache, Lyza, et al.
Published: (2025)
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)
lmw: Linear Model Weights for Causal Inference
by: Chattopadhyay, Ambarish, et al.
Published: (2023)
by: Chattopadhyay, Ambarish, et al.
Published: (2023)
Inverse Probability Weighting for Recurrent Event Models
by: Sun, Jiren, et al.
Published: (2025)
by: Sun, Jiren, et al.
Published: (2025)
Application of Propensity Score Models and Causal Estimators in Observational Studies under Model Misspecification
by: Das, Apu Chandra, et al.
Published: (2026)
by: Das, Apu Chandra, et al.
Published: (2026)
Behavioral Carry-Over Effect and Power Consideration in Crossover Trials
by: Shi, Danni, et al.
Published: (2023)
by: Shi, Danni, et al.
Published: (2023)
Considerations for the Integration of Randomized Controlled Trials and Real-World Data
by: Qiu, Sky, et al.
Published: (2026)
by: Qiu, Sky, et al.
Published: (2026)
A Corrected Score Function Framework for Modelling Circadian Gene Expression
by: Gorczyca, Michael, et al.
Published: (2024)
by: Gorczyca, Michael, et al.
Published: (2024)
Sample Size Calculations for the Development of Risk Prediction Models that Account for Performance Variability
by: Pavlou, Menelaos, et al.
Published: (2025)
by: Pavlou, Menelaos, et al.
Published: (2025)
Dynamic Prediction of the Target Survival Time in Metastatic Solid Tumor Cancer Clinical Trials
by: Wang, Sidi, et al.
Published: (2026)
by: Wang, Sidi, et al.
Published: (2026)
Statistical Considerations for Evaluating Treatment Effect under Various Non-proportional Hazard Scenarios
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
Modeling Missing at Random Neuropsychological Test Scores Using a Mixture of Binomial Product Experts
by: Suen, Daniel, et al.
Published: (2023)
by: Suen, Daniel, et al.
Published: (2023)
Random Forest for Dynamic Risk Prediction or Recurrent Events: A Pseudo-Observation Approach
by: Loe, Abigail, et al.
Published: (2023)
by: Loe, Abigail, et al.
Published: (2023)
Sparse Causal Effect Estimation using Two-Sample Summary Statistics in the Presence of Unmeasured Confounding
by: Huang, Shimeng, et al.
Published: (2024)
by: Huang, Shimeng, et al.
Published: (2024)
GMM with Many Weak Moment Conditions and Nuisance Parameters: General Theory and Applications to Causal Inference
by: Wang, Rui, et al.
Published: (2025)
by: Wang, Rui, et al.
Published: (2025)
Dimension-reduced outcome-weighted learning for estimating individualized treatment regimes in observational studies
by: Son, Sungtaek, et al.
Published: (2026)
by: Son, Sungtaek, et al.
Published: (2026)
On Flexible Inverse Probability of Treatment and Intensity Weighting: Informative Censoring, Variable Inclusion, and Weight Trimming
by: Tompkins, Grace, et al.
Published: (2024)
by: Tompkins, Grace, et al.
Published: (2024)
Time-Dependent Pseudo $\boldsymbol{R^2}$ for Assessing Predictive Performance in Competing Risks Data
by: Zhuang, Zian, et al.
Published: (2025)
by: Zhuang, Zian, et al.
Published: (2025)
A Bayesian Treatment Selection Design for Phase II Randomised Cancer Clinical Trials
by: Komaki, Moka, et al.
Published: (2025)
by: Komaki, Moka, et al.
Published: (2025)
Understanding Spatial Regression Models from a Weighting Perspective in an Observational Study of Superfund Remediation
by: Woodward, Sophie M., et al.
Published: (2025)
by: Woodward, Sophie M., et al.
Published: (2025)
Scalable Estimation of Multinomial Response Models with Random Consideration Sets
by: Chib, Siddhartha, et al.
Published: (2023)
by: Chib, Siddhartha, et al.
Published: (2023)
Utility-based optimization of Fujikawa's basket trial design -- Pre-specified protocol of a comparison study
by: Sauer, Lukas D, et al.
Published: (2024)
by: Sauer, Lukas D, et al.
Published: (2024)
Study Duration Prediction for Clinical Trials with Time-to-Event Endpoints Using Mixture Distributions Accounting for Heterogeneous Population
by: Zhang, Hong, et al.
Published: (2023)
by: Zhang, Hong, et al.
Published: (2023)
Adversarial Drift-Aware Predictive Transfer: Toward Durable Clinical AI
by: Xiong, Xin, et al.
Published: (2026)
by: Xiong, Xin, et al.
Published: (2026)
Propensity Score Matching: Should We Use It in Designing Observational Studies?
by: Wan, Fei
Published: (2024)
by: Wan, Fei
Published: (2024)
Similar Items
-
Estimating optimal tailored active surveillance strategy under interval censoring
by: Liang, Muxuan, et al.
Published: (2024) -
Cost-Effectiveness Analysis for Disease Prevention -- A Case Study on Colorectal Cancer Screening
by: Xiong, Yi, et al.
Published: (2024) -
An intuitive rearranging of the Yates covariance decomposition for probabilistic verification of forecasts with the Brier score
by: Vieira, Bruno Hebling
Published: (2026) -
Propensity Score Methods for Local Test Score Equating: Stratification and Inverse Probability Weighting
by: Wallin, Gabriel, et al.
Published: (2024) -
Two‐Step Error‐Controlling Classifiers With Application to Cost‐Effective Disease Diagnosis
by: Kehao Zhu, et al.
Published: (2026)