Improved methods for assessing Pareto type-I distribution with censored data.
― 5 min read
Mathematics - Statistics Theory
RSSThis article discusses the significance of measuring uncertainty in health data analysis.
― 4 min read
A look into variable selection methods for complex data analysis.
― 7 min read
A look into kernel regression's challenges and insights in high-dimensional settings.
― 8 min read
A new method enhances the analysis of functional data by accounting for directionality.
― 6 min read
Discover methods to analyze complex, non-uniform data across different areas.
― 5 min read
Patient-specific models enhance understanding of heart blood flow and treatment strategies.
― 6 min read
New methods improve signal recovery from noisy data without noise distribution knowledge.
― 5 min read
A look into DPPs and their role in selecting diverse item groups.
― 5 min read
A guide to understanding sparse regularized linear regression and its applications in data analysis.
― 6 min read
Combining generative modelling and quantile regression for effective data generation.
― 6 min read
Key methods for measuring how close quantum states are to desired outcomes.
― 5 min read
Analyzing how to estimate null hypotheses in dependent statistical tests.
― 5 min read
Explore customer choices in queues and their impact on service efficiency.
― 5 min read
Innovative methods protect patient privacy while advancing medical research collaboration.
― 6 min read
A guide to efficiently format academic submissions using elsarticle.cls.
― 5 min read
Introducing an efficient way to estimate variance in ever-changing systems.
― 6 min read
Learn how to estimate values accurately from incomplete datasets.
― 5 min read
Exploring new methods for estimating averages in the presence of outliers.
― 4 min read
A guide to uniform estimation and inference methods in nonparametric statistics.
― 5 min read
New distributed methods enhance target tracking while reducing energy costs.
― 5 min read
A guide on clustering binned data using Bayesian nonparametric methods.
― 6 min read
This article discusses enhancing unsupervised anomaly detection using classification methods.
― 6 min read
This study examines transportation costs involving random points and advanced mathematical techniques.
― 4 min read
A method for estimating medians in real-time data with minimal resources.
― 5 min read
Learn to analyze irregular time series data for better predictions and insights.
― 4 min read
A look at how differential privacy safeguards individual data in a data-driven world.
― 6 min read
This study enhances the Ensemble Kalman Filter for nonlinear applications.
― 7 min read
A new approach to accurately match records in error-prone datasets.
― 5 min read
A new method for measuring inequality across multiple factors offers deeper insights.
― 6 min read
A new method enhances marginal likelihood calculations in Bayesian statistics.
― 5 min read
A look at the Ornstein-Uhlenbeck process and its real-world applications.
― 4 min read
Learn how conformal inference adapts predictions based on data variations.
― 5 min read
A fresh approach to evaluating the impact of varying treatment amounts on outcomes.
― 6 min read
Learn how neural networks mimic programming concepts for effective predictions.
― 6 min read
Examining how high-dimensional spaces affect light blockage and data behavior.
― 6 min read
New methods enhance reliability in estimating average treatment effects.
― 5 min read
A two-stage method for accurate treatment effect estimation when participants don’t comply.
― 6 min read
A new method improves estimation of population characteristics using mixed sampling data.
― 5 min read
A new method optimizes deep learning training for better performance on unseen data.
― 5 min read