This article examines power variations in stochastic processes influenced by fractional Brownian motion.
― 7 min read
Statistics - Statistics Theory
RSSLearn how machine learning models perform on unseen data.
― 7 min read
Exploring the impact of local discrepancy and functions on QMC techniques.
― 5 min read
A new method enhances prediction reliability despite incorrect data labeling.
― 6 min read
Examining the ethical practices in AI and their societal implications.
― 5 min read
A method to improve predictions in data with missing outcomes.
― 3 min read
Research from the MMS mission reveals key insights into magnetic fluctuations.
― 6 min read
Learn methods to recover signals from noisy observations effectively.
― 6 min read
A new method enhances parameter estimation in time series analysis.
― 6 min read
An analysis of Thompson Sampling and its variant for improved decision-making.
― 6 min read
N-of-1 trials personalize treatment by focusing on individual responses.
― 5 min read
A new method enhances the combination of discrete p-values for better research outcomes.
― 6 min read
Learn about robust designs to improve experimental reliability despite uncertainties.
― 4 min read
Learn how to identify changes in data with confidence sequences.
― 5 min read
A novel approach enhances predictions for extreme data events.
― 5 min read
Learn how to estimate parameters for heavy-tailed data using piece-wise Pareto distributions.
― 5 min read
Examining the impact of Gaussian processes in complex data environments.
― 4 min read
A method for classifying irreducible projective varieties without toric structures.
― 6 min read
A look at spatio-temporal models in data analysis.
― 5 min read
Learn how to address noise in statistical modeling for better analysis.
― 6 min read
A method to analyze wave travel times for understanding material properties.
― 8 min read
This study presents new techniques for understanding causal effects with continuous post-treatment variables.
― 6 min read
A new approach improves data analysis in multi-site health studies.
― 5 min read
A look at drawing conclusions from adaptive experiments in research.
― 5 min read
A look at methods for identifying causal factors in research.
― 5 min read
Learn how to measure K-function estimates with unknown intensity functions.
― 4 min read
A study on effective sampling techniques for identifying the largest community.
― 5 min read
A new method for better statistical analysis with nuisance parameters.
― 4 min read
Introducing the PRe-process for flexible and valid data analysis.
― 6 min read
A look into Bayesian methods for analyzing skewed data distributions.
― 5 min read
Learn how CCA helps uncover relationships between diverse data sets.
― 5 min read
This study examines the factors affecting learning curves in Kernel Ridge Regression.
― 6 min read
Learn how to identify unusual patterns in data efficiently.
― 6 min read
Learn how to estimate and compare averages effectively using advanced techniques.
― 5 min read
New methods improve precision in estimating key data parameters.
― 5 min read
Learn how to retrieve original signals from noise using statistical methods.
― 6 min read
Learn how double machine learning improves batch experiments for treatment assessment.
― 5 min read
New methods enhance treatment outcome estimation for personalized health care.
― 5 min read
An overview of Bayesian neural networks and their importance in AI.
― 9 min read
Exploring statistical depth methods for fuzzy data and their applications.
― 6 min read