Introducing a method to improve Bayesian analysis efficiency in complex systems.
― 6 min read
Statistics - Computation
RSSA method for simultaneous learning and evaluation of policies using all available data.
― 6 min read
Learn effective methods for tuning scale matrices in Hamiltonian Monte Carlo sampling.
― 5 min read
Discover how new methods improve efficiency in complex scientific problems.
― 6 min read
Researchers improve Gaussian process modeling using the Vecchia approximation and GPU technology.
― 7 min read
A look at joint modeling combining repeated measurements and event timing in health studies.
― 4 min read
A clear guide for designing high-quality simulations in data science research.
― 5 min read
Using the rts2 package to monitor disease risks effectively.
― 7 min read
Learn techniques for simplifying high-dimensional data to understand extreme values better.
― 5 min read
Explore essential techniques for handling large datasets effectively.
― 6 min read
Methods to improve location estimation amid skewed data and outliers.
― 5 min read
A new approach boosts efficiency in analyzing conditional latent Gaussian models.
― 6 min read
A look at how compact methods improve data fitting for large datasets.
― 6 min read
A new method for accurate surface measurement in optics.
― 5 min read
Improving information recovery through Bayesian methods in imaging and signal processing.
― 6 min read
Introducing improved residuals for better analyzing compositional datasets.
― 4 min read
This work introduces a new method for estimating diffusion processes using multilevel Monte Carlo techniques.
― 4 min read
A look into variational inference and its impact on approximating complex data.
― 7 min read
Methods for handling missing data in spatial autoregressive models are discussed.
― 5 min read
New techniques improve parameter estimation in complex data scenarios.
― 7 min read
This article presents a method for unbiased estimation using Monte Carlo sampling and Taylor series.
― 6 min read
A method to choose the best variables for clearer data analysis.
― 6 min read
An overview of profile likelihood and its application in statistical inference.
― 7 min read
A guide to the methods of computing the generalized chi-square distribution.
― 5 min read
Using quantum computing to enhance the identification of Minimal Cut Sets in engineering.
― 8 min read
A novel technique accelerates the analysis of piecewise constant functions.
― 6 min read
Examining how FRET reveals insights into molecular dynamics and behavior.
― 7 min read
Analyzing rounding errors can improve the accuracy of low-precision calculations.
― 6 min read
A look into Markov chains and MCMC's role in sampling and optimization.
― 6 min read
Methods to provide reliable population estimates while ensuring respondent confidentiality.
― 6 min read
Discover a more effective way to handle missing data in research.
― 5 min read
Examining MultiNest's issues and how to improve its results.
― 7 min read
This article presents an innovative algorithm for efficient time series likelihood calculations.
― 5 min read
New methods improve likelihood analysis in graphical models for complex data.
― 5 min read
Bayesian Federated Inference allows privacy-preserving survival analysis in cancer research.
― 7 min read
The PWEXP package streamlines event prediction in clinical trials using piecewise exponential models.
― 6 min read
A study on improving prediction accuracy for regression models.
― 5 min read
A study on the effects of fractures on saltwater movement in freshwater zones.
― 7 min read
A new method to evaluate covariance functions efficiently in Gaussian processes.
― 4 min read
Combining tensor completion with uncertainty quantification for better data insights.
― 6 min read