New algorithms improve efficiency in analyzing event dynamics using MHPs.
― 7 min read
Statistics - Computation
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A look at the EM algorithm and its Monte Carlo adaptation for handling missing data.
― 5 min read
New methods improve sampling from complex distributions for accurate estimations.
― 6 min read
Introducing a new method for faster network analysis and reconstruction.
― 5 min read
A concise overview of MCMC sampling methods and their applications.
― 6 min read
A new approach improves understanding of microbiome data through Bayesian analysis.
― 6 min read
Pavement rutting affects road safety and longevity, requiring better maintenance strategies.
― 7 min read
A new method improves reliability analysis for complex systems using advanced sampling and machine learning.
― 5 min read
A systematic approach to developing and using indexes in research.
― 6 min read
New models improve understanding of cancer patient survival and treatment effects.
― 8 min read
Exploring how optimal design improves Bayesian parameter estimation techniques.
― 6 min read
A new method enhances simulation speed and accuracy across various scientific fields.
― 6 min read
This article presents a method for parameter estimation in the Hawkes process using discrete observations.
― 7 min read
CGLASSO offers improved ways to study brain activity and connectivity.
― 6 min read
A new approach enhances Hamiltonian system modeling despite noisy data.
― 5 min read
Learn how long memory influences predictions in various fields.
― 4 min read
A method combining PCA and statistical depth improves outlier detection in data analysis.
― 4 min read
New techniques improve Bayesian inference in complex, high-dimensional systems.
― 5 min read
New methods enhance disease spread modeling accuracy using contact networks.
― 7 min read
A new method for sampling complex distributions without relying on gradients.
― 5 min read
New methods improve estimation in complex scientific models.
― 8 min read
Understanding the complexities and solutions in geospatial data analysis.
― 5 min read
Learn how to model event occurrence using the nhppp package in R.
― 6 min read
A new method improves multi-dimensional modeling without high computational costs.
― 8 min read
A new kNN method improves mean and variance estimation with uncertainty assessment.
― 4 min read
This article discusses methods to enhance sampling efficiency in Bayesian neural networks.
― 5 min read
Exploring methods to model complex systems using real-world data.
― 8 min read
A new method improves 3D scene inference despite environmental challenges.
― 5 min read
New methods improve understanding of treatment effects on patient health.
― 5 min read
A practical guide to the QuadratiK package for spherical data analysis.
― 4 min read
A method for collaborative analysis without sharing sensitive patient data.
― 7 min read
A new Bayesian approach for analyzing data with many zeros in public health.
― 7 min read
A new method for effective data sampling from complex distributions.
― 7 min read
A new method offers reliable estimation for diverse data types.
― 4 min read
A model that helps analyze multiple outcomes with various predictors.
― 6 min read
Learn effective methods for analyzing ordinal response variables in research.
― 7 min read
This method enhances how researchers interpret yes/no survey answers.
― 6 min read
New methods enhance spatial data analysis efficiency and accuracy.
― 8 min read
Learn about Stochastic Localization in sampling and its key processes.
― 6 min read
TrialEmulation helps researchers analyze treatment effects using observational data.
― 7 min read
A look at methods to improve model predictions and reduce uncertainty.
― 6 min read