Exploring new methods for random sampling in complex networks.
― 5 min read
Statistics - Methodology
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Learn how Bayesian methods improve predictions by addressing input uncertainty.
― 5 min read
Learn how diverse counterfactual explanations clarify machine learning decisions for users.
― 5 min read
This article presents a method to improve causal analysis in subsampled time-series data.
― 6 min read
Learn how to select the best random graph model for network data analysis.
― 5 min read
Learn about data simulation methods for effective statistical modeling.
― 6 min read
Explore the unique features and applications of Lévy processes in various fields.
― 5 min read
A new method tackles challenges in high-dimensional linear regression effectively.
― 4 min read
Introducing a novel model to analyze causality in low-resolution event data.
― 7 min read
A look at how varying treatments affect health outcomes over time.
― 7 min read
Learn how output space-filling designs enhance scientific experiments.
― 6 min read
Nowcasting offers real-time insights into economic growth through monthly data analysis.
― 6 min read
A new framework improves accuracy and coherence in hierarchical forecasting using neural networks.
― 6 min read
Nonparametric techniques enhance detection of changes in time series data.
― 6 min read
Learn how Latent Class Analysis uncovers patterns in categorical data.
― 5 min read
An efficient method for estimating data in the presence of outliers.
― 5 min read
Exploring how machine learning enhances experimental design for psychological research.
― 6 min read
This study reviews synthetic data generation methods for health research, focusing on privacy and quality.
― 6 min read
A new method enhances accuracy in estimating health treatment effects.
― 5 min read
glmmPen simplifies the modeling of complex data with fixed and random factors.
― 6 min read
A new approach improves analysis efficiency and accuracy in complex biomedical datasets.
― 6 min read
A new method improves estimates in environmental health research.
― 6 min read
This article discusses a new method for analyzing neuroimaging studies.
― 6 min read
BOSS offers faster, reliable solutions for finding optimal biomarker cutoffs.
― 6 min read
A look at combining sampling methods for better data accuracy.
― 6 min read
Learn how researchers improve treatment estimates by merging study data.
― 6 min read
Learn a new method for estimating marginal likelihood in Bayesian models.
― 5 min read
A new method improves accuracy in calibrating models using functional data.
― 5 min read
Researchers use advanced models to analyze EEG signals for better understanding of brain functions.
― 7 min read
Methods for indirect treatment comparisons help guide healthcare decisions.
― 5 min read
Innovative approaches improve accuracy in assessing experimental data uncertainties.
― 7 min read
A new method improves data analysis in various fields through seasonal Gaussian processes.
― 6 min read
A new method for selecting variables and groups in high-dimensional data.
― 6 min read
Examining new models for predicting treatment outcomes in healthcare.
― 6 min read
A novel method for recovering smooth low-rank matrices over time.
― 5 min read
Researchers focus on treatment effects to guide medical decisions.
― 5 min read
A new method for testing network model fit enhances accuracy and insights.
― 6 min read
This article explains the challenges of finite sample stickiness in statistical analysis.
― 4 min read
A method to assess abstaining classifiers by estimating their missing predictions.
― 8 min read
This article discusses the impact of missing data on clinical research findings.
― 5 min read
A novel approach improves accuracy in identifying causality from complex data.
― 6 min read