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Bibliographic Details
Main Authors:	Muchandimath, Sanjan C., Gorodetsky, Alex A.
Format:	Preprint
Published:	2025
Subjects:	Applications Computation
Online Access:	https://arxiv.org/abs/2501.16538
Tags:	Add Tag No Tags, Be the first to tag this record!

Bayesian multilevel step-and-turn models for evaluating player movement in American football
by: Nguyen, Quang, et al.
Published: (2026)

Adaptive tuning of Hamiltonian Monte Carlo methods
by: Akhmatskaya, Elena, et al.
Published: (2025)

Understanding the Hamiltonian Monte Carlo through its Physics Fundamentals and Examples
by: Granados, Abraham, et al.
Published: (2025)

Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models
by: Han, Geonhee, et al.
Published: (2025)

Generalized Sequential Monte Carlo Sampling for Redistricting Simulation
by: O'Sullivan, Philip, et al.
Published: (2026)

On the Impact of Monte Carlo Statistical Uncertainty on Surrogate-based Design Optimization
by: Erdem, Omer F., et al.
Published: (2025)

Global sensitivity analysis with multifidelity Monte Carlo and polynomial chaos expansion for carotid artery haemodynamics
by: Schäfer, Friederike, et al.
Published: (2024)

Combining chains of Bayesian models with Markov melding
by: Manderson, Andrew A., et al.
Published: (2021)

Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo
by: Fadikar, Arindam, et al.
Published: (2024)

Uncertainty quantification of a multi-component Hall thruster model at varying facility pressures
by: Marks, Thomas A., et al.
Published: (2025)

Markov Chain Monte Carlo with Gaussian Process Emulation for a 1D Hemodynamics Model of CTEPH
by: Kachabi, Amirreza, et al.
Published: (2024)

Saddlepoint Monte Carlo and its Application to Exact Ecological Inference
by: Voldoire, Théo, et al.
Published: (2024)

Dual‐input step‐up switched‐capacitor multilevel inverter with reduced voltage stress on devices
by: Armin Ghelichi, et al.
Published: (2024)

Dynamic SIR/SEIR-like models comprising a time-dependent transmission rate: Hamiltonian Monte Carlo approach with applications to COVID-19
by: Inouzhe, Hristo, et al.
Published: (2023)

Electron-Tunnelling-Noise Programmable Random Variate Accelerator for Monte Carlo Sampling
by: Meech, James T., et al.
Published: (2024)

Markov Renewal Proportional Hazards is All You Need
by: Cui, Elvis Han
Published: (2025)

Joining and splitting models with Markov melding
by: Goudie, Robert J. B., et al.
Published: (2016)

Bayesian inference for the Markov-modulated Poisson process with an outcome process
by: Luo, Yu, et al.
Published: (2024)

The Unreasonable Effectiveness of Monte Carlo Simulations in A/B Testing
by: Trencséni, Márton
Published: (2024)

A sequential Monte Carlo algorithm for data assimilation problems in ecology
by: Adjei, Kwaku Peprah, et al.
Published: (2024)

A duration-augmented binary Markov chain for rainfall occurrence with long dry spells
by: Doizé, Antoine, et al.
Published: (2026)

Estimating parameters of continuous-time multi-chain hidden Markov models for infectious diseases
by: Bouzalmat, Ibrahim, et al.
Published: (2024)

A multilevel model with heterogeneous variances for snap timing in the National Football League
by: Nguyen, Quang, et al.
Published: (2025)

Low-rank Bayesian matrix completion via geodesic Hamiltonian Monte Carlo on Stiefel manifolds
by: Cui, Tiangang, et al.
Published: (2024)

Improving Pedestrian Safety at Intersections Using Probabilistic Models and Monte Carlo Simulations
by: Bagabaldo, Alben Rome, et al.
Published: (2025)

Applications of higher order Markov models and Pressure Index to strategize controlled run chases in Twenty20 cricket
by: Bandyopadhyay, Rhitankar, et al.
Published: (2025)

Do NHL goalies get hot in the playoffs? A multilevel logistic regression analysis
by: Ding, Likang, et al.
Published: (2021)

VT-MRF-SPF: Variable Target Markov Random Field Scalable Particle Filter
by: Ning, Ning
Published: (2024)

A Bayesian functional model with multilevel partition priors for group studies in neuroscience
by: Margaritella, Nicolò, et al.
Published: (2023)

A Bayesian approach for fitting semi-Markov mixture models of cancer latency to individual-level data
by: Morsomme, Raphael, et al.
Published: (2024)

Piecewise Deterministic Markov Processes for Bayesian Inference of PDE Coefficients
by: Riccius, Leon, et al.
Published: (2026)

SDE-based Monte Carlo dose calculation for proton therapy validated against Geant4
by: Dean, Christopher B. C., et al.
Published: (2025)

Diffusion piecewise exponential models for survival extrapolation using Piecewise Deterministic Monte Carlo
by: Hardcastle, Luke, et al.
Published: (2025)

Two-step interpretable modeling of Intensive Care Acquired Infections
by: Lancia, Giacomo, et al.
Published: (2023)

A primer on inference and prediction with epidemic renewal models and sequential Monte Carlo
by: Steyn, Nicholas, et al.
Published: (2025)

Bayesian Synchronization of Proxy Paleorecords with Reference Chronologies
by: Aquino-López, Marco A., et al.
Published: (2026)

Uncovering latent territorial structure in ICFES Saber 11 performance with Bayesian multilevel spatial models
by: Pardo, Laura, et al.
Published: (2025)

Rare event probability estimation for groundwater inverse problems with a two-stage Sequential Monte Carlo approach
by: Friedli, Lea, et al.
Published: (2024)

Reliability of Redundant M-Out-Of-N Architectures With Dependent Components: A Comprehensible Approach With Monte Carlo Simulation
by: Julitz, Tim Maurice, et al.
Published: (2024)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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