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Main Authors:	Laga, Ian, Kunke, Jessica P., McCormick, Tyler H., Niu, Xiaoyue
Format:	Preprint
Published:	2023
Subjects:	Applications
Online Access:	https://arxiv.org/abs/2305.04381
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Survey-Based Estimation of Probe Group Sizes in the Network Scale-up Method: A Case Study from Jordan
by: Laga, Ian
Published: (2025)

Asymptotically Normal Estimation of Local Latent Network Curvature
by: Wilkins-Reeves, Steven, et al.
Published: (2022)

Scalable Spatial Stream Network (S3N) Models
by: Kunke, Jessica P., et al.
Published: (2025)

Spatially Robust Inference with Predicted and Missing at Random Labels
by: Salerno, Stephen, et al.
Published: (2026)

Spectral goodness-of-fit tests for complete and partial network data
by: Lubold, Shane, et al.
Published: (2021)

LAVA: Language Model Assisted Verbal Autopsy for Cause-of-Death Determination
by: Chen, Yiqun T., et al.
Published: (2025)

Bayesian analysis of verbal autopsy data using factor models with age- and sex-dependent associations between symptoms
by: Kunihama, Tsuyoshi, et al.
Published: (2024)

Randomized Recruitment Driven Sampling
by: Visokay, Adam, et al.
Published: (2026)

Stochastic Search Variable Selection for Bayesian Generalized Linear Mixed Effect Models
by: Ding, Feng, et al.
Published: (2024)

Non-robustness of diffusion estimates on networks with measurement error
by: Chandrasekhar, Arun G., et al.
Published: (2024)

Evaluating Aggregated Relational Data Models with Simple Diagnostics
by: Laga, Ian, et al.
Published: (2026)

Evaluating Bias and Noise Induced by the U.S. Census Bureau's Privacy Protection Methods
by: Kenny, Christopher T., et al.
Published: (2023)

Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
by: Leinwand, Benjamin, et al.
Published: (2023)

Improving Bias Correction Methods for Daily Rainfall Using a Markov Chain Approach
by: Parsons, Danny, et al.
Published: (2026)

Scaling Methods To Estimate Macroscopic Fundamental Diagrams in Urban Networks with Sparse Sensor Coverage
by: Maiti, Nandan, et al.
Published: (2024)

Bias Mitigation in Matched Observational Studies with Continuous Treatments: Calipered Non-Bipartite Matching and Bias-Corrected Estimation and Inference
by: Frazier, Anthony, et al.
Published: (2024)

Evaluating Bias Reduction Methods in Binary Emax Model for Reliable Dose-Response Estimation
by: Zhang, Jiangshan, et al.
Published: (2025)

Correcting Sample Selection Bias in PISA Rankings
by: Boussim, Onil
Published: (2023)

Adapting Quantile Mapping to Bias Correct Solar Radiation Data
by: Bailey, Maggie D., et al.
Published: (2024)

Estimating the Number of Street Vendors in New York City: Ratio Estimation with Point Process Data
by: Auerbach, Jonathan
Published: (2024)

Neutral Pivoting: Strong Bias Correction for Shared Information
by: Rilling, Joseph
Published: (2024)

Mitigating Included- and Omitted-Variable Bias in Estimates of Disparate Impact
by: Jung, Jongbin, et al.
Published: (2018)

Entropy-Based Methods to Address Sampling Bias in Archaeological Predictive Modeling
by: Çadırcı, Mehmet Sıddık, et al.
Published: (2025)

Enhancing the Accuracy of Spatio-Temporal Models for Wind Speed Prediction by Incorporating Bias-Corrected Crowdsourced Data
by: Organ, Eamonn, et al.
Published: (2025)

Nonparametric Estimation and Comparison of Distance Distributions from Censored Data
by: McCabe, Lucas H.
Published: (2023)

VA-Calibration: Correcting for Algorithmic Misclassification in Estimating Cause Distributions
by: Pramanik, Sandipan, et al.
Published: (2026)

Enhancing Empathic Accuracy: Penalized Functional Alignment Method to Correct Temporal Misalignment in Real-time Emotional Perception
by: Nghiem, Linh H, et al.
Published: (2024)

Machine Learning for the Production of Official Statistics: Density Ratio Estimation using Biased Transaction Data for Japanese labor statistics
by: Takada, Yuya, et al.
Published: (2025)

Method matters: Use of thermal‐imaging drones to assess the assumptions of density estimation techniques
by: David M. Delaney, et al.
Published: (2025)

Effective Degrees of Freedom for Balanced Repeated Replication and Paired Jackknife Variance Estimates: A Unified Approach via Stratum Contrasts
by: von Davier, Matthias
Published: (2026)

Estimation of Linear models from Coarsened Observations Estimation of Linear models Estimation from Coarsened Observations A Method of Moments Approach
by: van Praag, Bernard M. S., et al.
Published: (2025)

Sequential Methods for Error Correction of Probabilistic Wind Power Forecasts
by: Jørgensen, Bastian Schmidt, et al.
Published: (2025)

Valuing Winners: When and How to Correct for Selection Bias in Randomized Experiments
by: Berman, Ron, et al.
Published: (2026)

Time-Varying Confounding Bias in Observational Geoscience with Application to Induced Seismicity
by: Xiao, Yuchen, et al.
Published: (2025)

Estimation and Inference of the Win Ratio for Two Hierarchical Endpoints Subject to Censoring and Missing Data
by: Liu, Yi, et al.
Published: (2026)

Global Climate Model Bias Correction Using Deep Learning
by: Pasula, Abhishek, et al.
Published: (2025)

Measuring Interlayer Dependence of Large Degrees in Multilayer Inhomogeneous Random Graphs
by: Han, Zhuoye, et al.
Published: (2025)

Dealing With Assumptions and Sampling Bias in the Estimation of Effective Population Size: A Case Study in an Amphibian Population
by: Karen Cox, et al.
Published: (2024)

Using Proxy Pattern-Mixture Models to Explain Bias in Estimates of COVID-19 Vaccine Uptake from Two Large Surveys
by: Andridge, Rebecca R
Published: (2023)

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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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