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Bibliographic Details
Main Author:	Mahler, Ronald
Format:	Preprint
Published:	2025
Subjects:	Methodology Computation
Online Access:	https://arxiv.org/abs/2501.11189
Tags:	Add Tag No Tags, Be the first to tag this record!

Measurement-to-Track Association and Finite-Set Statistics
by: Mahler, Ronald
Published: (2017)

Multivariable Behavioral Change Modeling of Epidemics in the Presence of Undetected Infections
by: Ward, Caitlin, et al.
Published: (2025)

Labeled random finite sets vs. trajectory random finite sets
by: Mahler, Ronald
Published: (2023)

Scaling of Piecewise Deterministic Monte Carlo for Anisotropic Targets
by: Bierkens, Joris, et al.
Published: (2023)

Nonlinear Causality in Time Series Networks: With Application to Motor Imagery vs Execution
by: Aslan, Sipan, et al.
Published: (2024)

Reliability-Targeted Simulation of Item Response Data: Solving the Inverse Design Problem
by: Lee, JoonHo
Published: (2025)

Optimal Targeting in Dynamic Systems
by: Hu, Yuchen, et al.
Published: (2025)

TrialEmulation: An R Package to Emulate Target Trials for Causal Analysis of Observational Time-to-event Data
by: Su, Li, et al.
Published: (2024)

Posterior Uncertainty for Targeted Parameters in Bayesian Bootstrap Procedures
by: Sabbagh, Magid, et al.
Published: (2026)

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

Explainable Outlier Detection for Multivariate Functional Data
by: Mayrhofer, Marcus, et al.
Published: (2026)

fastcpd: Fast Change Point Detection in R
by: Li, Xingchi, et al.
Published: (2024)

Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication
by: Eckman, Stephanie, et al.
Published: (2025)

Scalable Changepoint Detection for Large Spatiotemporal Data on the Sphere
by: Shi-Jun, Samantha, et al.
Published: (2026)

Detecting Conflicts in Evidence Synthesis Models Using Score Discrepancies
by: Yang, Fuming, et al.
Published: (2025)

Robust Parameter Estimation in Dynamical Systems by Stochastic Differential Equations
by: Sun, Qingchuan, et al.
Published: (2025)

Generalized Bayesian Inference for Dynamic Random Dot Product Graphs
by: Loyal, Joshua Daniel
Published: (2025)

A Bayesian Dynamic Latent Space Model for Weighted Networks
by: Casarin, Roberto, et al.
Published: (2026)

Target-aware Bayesian inference via generalized thermodynamic integration
by: Llorente, F., et al.
Published: (2025)

pencal: an R Package for the Dynamic Prediction of Survival with Many Longitudinal Predictors
by: Signorelli, Mirko
Published: (2023)

Modeling Spatio-Temporal Transport: From Rigid Advection to Realistic Dynamics
by: Battagliola, Maria Laura, et al.
Published: (2023)

Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data
by: Risser, Mark D., et al.
Published: (2024)

Change Point Detection for Random Objects with Periodic Behavior
by: Xu, Jiazhen, et al.
Published: (2025)

Detecting Model Misspecification in Bayesian Inverse Problems via Variational Gradient Descent
by: Liu, Qingyang, et al.
Published: (2025)

Detecting Structural Shifts and Estimating Change-Points in Interval-Based Time Series
by: Sun, Li-Hsien, et al.
Published: (2024)

Bayesian Levy-Dynamic Spatio-Temporal Process: Towards Big Data Analysis
by: Bhattacharya, Sourabh
Published: (2021)

Dynamic Co-Expression Network Estimation via Multivariate Mixed-Effects Models
by: Ozminkowski, Samuel, et al.
Published: (2026)

Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation
by: Ross, Gordon J.
Published: (2021)

kDGLM: a R package for Bayesian analysis of Generalized Dynamic Linear Models
by: Santos Jr., Silvaneo V. dos, et al.
Published: (2024)

Dynamic linear regression models for forecasting time series with semi long memory errors
by: Goodwin, Thomas, et al.
Published: (2024)

Efficient Bayesian Estimation of Dynamic Structural Equation Models via State Space Marginalization
by: Sørensen, Øystein
Published: (2026)

Causal Analysis of Shapley Values: Conditional vs. Marginal
by: Rozenfeld, Ilya
Published: (2024)

Fast Variational Inference of Latent Space Models for Dynamic Networks Using Bayesian P-Splines
by: Loyal, Joshua Daniel
Published: (2024)

Dynamic Reconfiguration of Brain Functional Network in Stroke
by: Wu, Kaichao, et al.
Published: (2023)

fkbma: An R Package for Detecting Tailoring Variables with Free-Knot B-Splines and Bayesian Model Averaging
by: Maleyeff, Lara, et al.
Published: (2025)

Dynamic factor analysis for sparse and irregular longitudinal data: an application to metabolite measurements in a COVID-19 study
by: Cai, Jiachen, et al.
Published: (2024)

Detecting influential observations in single-index Fréchet regression
by: Soale, Abdul-Nasah
Published: (2023)

Simulation Model Calibration with Dynamic Stratification and Adaptive Sampling
by: Jain, Pranav, et al.
Published: (2024)

fabisearch: A Package for Change Point Detection in and Visualization of the Network Structure of Multivariate High-Dimensional Time Series in R
by: Ondrus, Martin, et al.
Published: (2022)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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