A new method creates reliable prediction intervals using diverse data while ensuring privacy.
― 5 min read
Statistics - Methodology
RSSWGBoost offers advanced probabilistic predictions and better uncertainty handling in various fields.
― 5 min read
A clear look at how measurement errors impact statistical predictions.
― 7 min read
A new method enhances data sampling for complex models with dependent variables.
― 8 min read
Understanding the complexities of evaluating single-treatment effects in factorial designs.
― 7 min read
This article discusses methods for creating narrow prediction intervals in changing data conditions.
― 6 min read
A study on the shift points in changing networks over time.
― 6 min read
A method addressing data errors in high-dimensional analysis.
― 6 min read
Introducing a Bayesian method to analyze smoking cessation patterns week by week.
― 6 min read
Learn how extremiles help measure risk in finance and insurance.
― 5 min read
Learn how a new model addresses customer churn and enhances retention strategies.
― 5 min read
A new method to analyze relationships between two variables using spline approximations.
― 6 min read
Learn how Collaborative Trees can clarify variable interactions in data analysis.
― 5 min read
A look into using Distributed Tensor PCA for effective data analysis across locations.
― 6 min read
Examining how interventions affect individuals through cluster and network interference.
― 5 min read
Introducing a non-parametric Box-Cox model for better analysis of high-dimensional data.
― 5 min read
This article reviews the methods and importance of Comparative Judgement in assessments.
― 7 min read
A novel method enhances the testing of causal discovery algorithms.
― 6 min read
A new R package for functional semiparametric regression and data analysis.
― 5 min read
Examining issues with data handling in scRNA-seq gene expression studies.
― 5 min read
Examining how stochastic models help in predicting infectious disease spread.
― 6 min read
Introducing EBARS for optimal knot selection in multivariate spline regression.
― 7 min read
This article discusses a new framework for kernel testing in complex data analysis.
― 6 min read
A new method for analyzing spatio-temporal data across various fields.
― 6 min read
New methods improve brain image data analysis using manifold learning techniques.
― 5 min read
How organizations can keep AI models relevant and accurate.
― 6 min read
Analyzing data privacy through Bayesian inference with constraints.
― 6 min read
A method to create data samples based on specific conditions using diffusion models.
― 6 min read
A new approach to optimize Bayesian inference using generalized methods.
― 9 min read
Discover a novel approach to causal inference with cocycles.
― 6 min read
A new method tackles duplicated data challenges in spatial point process models.
― 8 min read
New online methods improve functional data analysis for real-world applications.
― 6 min read
A look at the role of non-probability data in modern statistical methods.
― 6 min read
Revolutionizing finance through extended weak convergence and advanced modeling techniques.
― 6 min read
A new method combines CNFs and MCMC for improved sampling from complex distributions.
― 6 min read
New methods enhance prediction accuracy and fairness in healthcare outcomes.
― 6 min read
Examining how interference affects treatment outcomes and improving estimation methods.
― 7 min read
New methods for identifying significant changes in data variance over time.
― 5 min read
This paper presents an efficient approach for real-time change detection in data.
― 7 min read
A method for comparing samples with missing data helps improve research accuracy.
― 6 min read