A tool for accurate sample size calculations in clinical trials considering noncompliance.
― 7 min read
Statistics - Methodology
RSSA method for accurate population estimates at a granular level.
― 7 min read
Introducing a Bayesian method for inferring hidden states in complex systems.
― 6 min read
Learn how Gaussian Processes improve predictions and manage uncertainty in data analysis.
― 7 min read
Learn how networks change over time using the Temporal Configuration Model.
― 6 min read
This article discusses how to approach treatment effects despite participant non-compliance.
― 5 min read
New methods improve estimates of treatment effects in clinical trial subgroups.
― 5 min read
A look into how the GDID method enhances causal analysis in research.
― 6 min read
A new method enhances learning from complex data using Wasserstein proximals.
― 6 min read
A study on improving UDA methods through evaluation and understanding data shifts.
― 6 min read
Learn how Bayesian inference updates beliefs with new evidence.
― 5 min read
A model to group regions by similar health risks over time.
― 6 min read
Learn how quantile regression and MM algorithms improve data analysis across various fields.
― 6 min read
Examining differential privacy in spatiotemporal transportation data for user protection.
― 6 min read
A novel approach simplifies parameter estimation in models lacking clear likelihood functions.
― 7 min read
A study comparing missing-at-random and latent missing-at-random assumptions.
― 6 min read
Learn how population data enhances prediction accuracy in uncertain models.
― 6 min read
Learn how distributed lag models analyze health impacts of temperature over time.
― 6 min read
NIRVAR analyzes complex time series as networks, enhancing predictive accuracy across various fields.
― 5 min read
This article highlights the use of Gaussian Processes in clinical research analysis.
― 6 min read
Examining the trends and impacts of market concentration in Europe's agricultural sector.
― 6 min read
A clear guide to securitizing insurance risks and forecasting future losses.
― 7 min read
This study offers insights into treatment strategies for multiple myeloma using joint models.
― 5 min read
Incertus.jl streamlines randomization for fair clinical trials across multiple treatments.
― 5 min read
A look at new metrics and automation in propensity score matching for health research.
― 6 min read
A new method for analyzing survival data using functional approaches.
― 7 min read
A fresh approach to improve accuracy in analyzing compositional data with measurement errors.
― 7 min read
New methods improve variable selection in high-dimensional data analysis.
― 6 min read
Exploring LASSO for effective model selection in network data analysis.
― 6 min read
A new framework enhances analysis of continuous-discrete state space models using particle-based techniques.
― 6 min read
This article discusses the importance of replicability in clinical trials using adaptive algorithms.
― 7 min read
Learn how Huber means provide a stable average in data with outliers.
― 6 min read
Learn how time series analysis aids in predicting future trends.
― 4 min read
A new PCA method effectively analyzes complex data from multiple sources.
― 6 min read
A detailed approach to estimating hyperuniformity in various natural systems.
― 5 min read
A new approach to compare conditional distributions using ECMMD in statistics.
― 8 min read
A new framework for testing probability distributions using quadratic distances.
― 5 min read
A method to identify significant shifts in data over time.
― 7 min read
This study explores how mobile technology aids mental health research.
― 7 min read
A new approach to estimate parameters in spatial data while reducing outlier impact.
― 5 min read