- Handling Missingness and Censoring in Dirichlet Models
2026/07/27 by J. Pillay, A. Bekker, C. Tortora +1 · 1 citation
#stat.ME #stat.CO
- A Human-Augmenting Agentic Workflow for Observational Causal Inference
2026/07/24 by Winston Chou, Adrien Alexandre, Lars Olds +2 · 1 voice
#stat.CO #stat.AP
- Scaling Results for Piecewise Deterministic Monte Carlo : A Survey
2026/07/24 by Joris Bierkens · 1 voice
#stat.CO #math.PR
- The acceptance-complement method revisited
2026/07/23 by Luc Devroye · 1 voice
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- Partial pooling predicts cross-validation reliability: a closed-form triage and Rao-Blackwellised cure for hierarchical LOO
2026/07/21 by Aidan D Bindoff · 1 voice
#stat.ME #stat.CO
- Pricing options on illiquid assets using liquid market benchmarks: an application to energy markets
2026/07/21 by Federico Aluigi, Lucia Caramellino, Paolo Pigato +1 · 1 voice
#q-fin.CP #q-fin.PR #stat.CO
- A general framework for computation and estimation using the saddlepoint approximation
2026/07/20 by Godrick Oketch, Rachel M. Fewster, Jesse Goodman · 1 voice
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- Subtrace-Conditional Validation of Simulation Models and Digital Twins
2026/07/19 by Mohammadmahdi Ghasemloo, David J. Eckman, Yaxian Li · 1 voice
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- Delocalization of bias in unadjusted Hamiltonian Monte Carlo and underdamped Langevin
2026/07/16 by Yifan Chen, Xiaoou Cheng, Jonathan Niles-Weed +1 · 1 voice
#stat.CO #cs.LG #math.PR #stat.ML
- Custom-made Gauss quadrature: an introduction for statisticians
2026/07/16 by Paul Kabaila · 1 voice
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- Compound Auxiliary Metropolis: Incorporating Auxiliary Variables into Multi-Candidate MCMC
2026/07/16 by Renny Doig, Liangliang Wang · 1 voice
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- Deep Gaussian Processes on Directed Acyclic Graphs
2026/07/10 by Federico L. Perlino, Oliver Hamelijnck, Adam M. Johansen +1 · 1 voice
#stat.ML #cs.LG #math.ST #stat.CO #stat.ME
- Computational Identifiability
2026/06/08 by Lucius E. J. Bynum, Rajesh Ranganath, Kyunghyun Cho · 1 voice
Computer Science · Mathematics · #cs.LG #cs.AI #math.NA #stat.CO #stat.ME #stat.ML
- Wasserstein Contraction of Coordinate Ascent Variational Inference
2026/05/28 by Rocco Caprio, Adrien Corenflos, Sam Power · 2 voices
#stat.ML #cs.LG #math.FA #math.OC #math.PR #stat.CO
- Bayesian copula-based spatial random effects models for inference with complex spatial data
2025/11/04 by Alan Pearse, Pearse, Alan, David Gunawan +3 · 1 voice · 1 citation
Economics, Econometrics and Finance · Environmental Science · Mathematics · Medicine · #Data-Driven Disease Surveillance #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis #stat.CO #stat.ME
- Examining the Interface Design of Tidyverse
2025/10/12 by Emi Tanaka, Tanaka, Emi · 3 voices
#stat.OT #stat.CO
- Parallelizing MCMC Across the Sequence Length
2025/08/25 by David M. Zoltowski, Zoltowski, David M., Skyler Wu +7 · 4 voices · 1 citation
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- Inference for Diffusion Processes via Controlled Sequential Monte Carlo and Splitting Schemes
2025/07/19 by Shu Huang, Richard G. Everitt, Huang, Shu +5 · 4 voices · 1 citation
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- The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler
2025/06/23 by Nawaf Bou-Rabee, Bob Carpenter, Bou-Rabee, Nawaf +5 · 2 voices · 1 citation
#stat.CO #math.PR #stat.ML
- Multilevel neural simulation-based inference
2025/06/06 by Yuga Hikida, Hikida, Yuga, Ayush Bharti +5 · 2 voices · 3 citations
#stat.ML #astro-ph.CO #astro-ph.IM #cs.LG #stat.CO
- A Dictionary of Closed-Form Kernel Mean Embeddings
2025/04/26 by François-Xavier Briol, Briol, François-Xavier, Alexandra Gessner +5 · 1 voice · 2 citations
#stat.ML #cs.LG #math.NA #stat.CO
- Rebalancing Markov jump processes for non-reversible continuous-time sampling
2025/04/16 by Erik Jansson, Moritz Schauer, Jansson, Erik +5 · 2 voices
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Target Tracking and Data Fusion in Sensor Networks #math.ST #stat.CO
- Simulation-based inference for stochastic nonlinear mixed-effects models with applications in systems biology
2025/04/15 by Henrik Häggström, Sebastian Persson, Häggström, Henrik +7 · 3 voices
Biochemistry, Genetics and Molecular Biology · Computer Science · #stat.CO #stat.ME #stat.ML
- Simulations in Statistical Workflows
2025/03/31 by Paul-Christian Bürkner, Marvin Schmitt, Bürkner, Paul-Christian +3 · 2 voices · 1 citation
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- Simulation-based Bayesian inference under model misspecification
2025/03/16 by Ryan P. Kelly, David J. Warne, Kelly, Ryan P. +9 · 1 voice · 4 citations
#stat.ME #cs.LG #stat.CO #stat.ML
- Wild posteriors in the wild
2025/02/28 by Yunyi Shen, Shen, Yunyi, Tamara Broderick +1 · 1 voice · 1 citation
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- Robust and Conjugate Spatio-Temporal Gaussian Processes
2025/02/04 by William Laplante, Laplante, William, Matias Altamirano +7 · 1 voice · 5 citations
#stat.CO #stat.ME #stat.ML
- A mirror descent approach to maximum likelihood estimation in latent variable models
2025/01/27 by Francesca R. Crucinio, Crucinio, Francesca R. · 1 voice · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #stat.CO #stat.ME
- High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm
2024/12/24 by Vishwak Srinivasan, Srinivasan, Vishwak, Andre Wibisono +3 · 1 voice · 1 citation
#stat.CO #math.ST #stat.ML
- Gaussian entropic optimal transport: Schrödinger bridges and the Sinkhorn algorithm
2024/12/24 by O. Deniz Akyildiz, Akyildiz, O. Deniz, Pierre Del Moral +3 · 1 voice · 1 citation
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