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Bibliographic Details
Main Authors:	Agnieszka Król, Robert Palmér, Jacob Leander, Cécile Proust‐Lima, Alexandra Jauhiainen
Format:	Artículo Open Access
Published:	Wiley 2026
Subjects:	Statistics in Medicine
Online Access:	https://onlinelibrary.wiley.com/doi/10.1002/sim.70482
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Longitudinal Extension of the Win Odds for Ordinal Repeated Measurements
by: Yongxi Long, et al.
Published: (2026)

A Stability‐Enhanced Lasso Approach for Covariate Selection in Non‐Linear Mixed Effects Model
by: Auriane Gabaut, et al.
Published: (2026)

A Brief Introduction on Latent Variable Based Ordinal Regression Models With an Application to Survey Data
by: Johannes Wieditz, et al.
Published: (2024)

Variable Selection in Mixed‐Effects Location‐Scale and Location‐Shift Models
by: Moritz Berger, et al.
Published: (2026)

Accounting for Patient Characteristics in a Model‐Based Kappa of Agreement Between Two Experts' Ordinal Ratings
by: Kerrie P. Nelson, et al.
Published: (2025)

Ordinal Sparse Neural Networks for Modeling Gene‐ and Imaging‐Environment Interactions
by: Jiajing Xue, et al.
Published: (2025)

A Bayesian Location‐Scale Joint Model for Time‐To‐Event and Multivariate Longitudinal Data With Association Based on Within‐Individual Variability
by: Marco Palma, et al.
Published: (2026)

Inference About Separable Causal Effects With Longitudinal Bivariate Ordinal Responses With Missingness and Censoring
by: Pingbo Hu, et al.
Published: (2026)

Identifying Less Burdensome and More Cost‐Efficient Incomplete Stepped Wedge Designs for Continuous Outcomes Collected via Repeated Cross‐Sections
by: Ehsan Rezaei‐Darzi, et al.
Published: (2025)

Addressing Outcome Reporting Bias in Meta‐Analysis: A Selection Model Perspective
by: Alessandra Gaia Saracini, et al.
Published: (2025)

Specification of Estimands for Complex Disease Processes Using Multistate Models and Utility Functions
by: Alexandra Bühler, et al.
Published: (2025)

A Latent‐factor MCACE Model for Multidimensional Outcomes and Treatment Noncompliance with Application to a Longitudinal Trial of Arthritis Health Journal
by: Lulu Guo, et al.
Published: (2026)

Cumulative Logit Ordinal Regression With Proportional Odds Under Nonignorable Missing Responses—Application to Phase III Trial
by: Arnab Kumar Maity, et al.
Published: (2025)

An Efficient Two‐Dimensional Functional Mixed‐Effect Model Framework for Repeatedly Measured Functional Data
by: Cheng Cao, et al.
Published: (2025)

Integrating Complex Selection Rules Into the Latent Overlapping Group Lasso for the Construction of Coherent Prediction Models
by: Guanbo Wang, et al.
Published: (2025)

Bayesian Analysis of Censored Linear Mixed‐Effects Models for Heavy‐Tailed Irregularly Observed Repeated Measures
by: Kelin Zhong, et al.
Published: (2025)

Robust Heterogeneity Adjustment for Gaussian Graphical Model With Latent Variables
by: Linxi Li, et al.
Published: (2026)

Modelling Volume‐Outcome Relationships in Health Care
by: Maurilio Gutzeit, et al.
Published: (2025)

Design and Analysis of Group Sequential Trials for Repeated Measurements When Pipeline Data Occurs: A Tutorial
by: Corine Baayen, et al.
Published: (2025)

Validation of a Risk‐Prediction Model in the Presence of Outcome Misclassification
by: Runjia Zou, et al.
Published: (2026)

A Bayesian Prevalence‐Incidence Mixture Model for Screening Outcomes With Misclassification
by: Thomas Klausch, et al.
Published: (2026)

Bayesian Modeling of Cancer Outcomes Using Genetic Variables Assisted by Pathological Imaging Data
by: Yunju Im, et al.
Published: (2025)

A Unified Framework for Modeling Feedback and Endogeneity in Longitudinal Binary Outcomes Using Bayesian Methods
by: Lori P. Selby, et al.
Published: (2025)

Model‐Free Approach to Evaluate a Censored Intermediate Outcome as a Surrogate for Overall Survival
by: Xuan Wang, et al.
Published: (2025)

Identification of Regions of Interest in Neuroimaging Data With Irregular Boundary Based on Semiparametric Transformation Models and Interval‐Censored Outcomes
by: Chun Yin Lee, et al.
Published: (2025)

Bayesian Tensor Decomposition for Clustering Latent Symptom Profiles for Verbal Autopsy Data
by: Yu Zhu, et al.
Published: (2026)

Adaptive Sparsening and Smoothing of the Treatment Model for Longitudinal Causal Inference Using Outcome‐Adaptive LASSO and Marginal Fused LASSO
by: Mireille E. Schnitzer, et al.
Published: (2026)

An Empirical Assessment of the Cost of Dichotomization of the Outcome of Clinical Trials
by: Erik W. van Zwet, et al.
Published: (2026)

Causal Inference With Outcomes Truncated by Death and Missing Not at Random
by: Wei Li, et al.
Published: (2025)

Simultaneous Representation Learning of Multi‐Omics and Clinical Outcome Data via a Supervised Knowledge‐Guided Bayesian Factor Model
by: Qiyiwen Zhang, et al.
Published: (2026)

Q‐Learning in Dynamic Treatment Regimes With Misclassified Binary Outcome
by: Dan Liu, et al.
Published: (2024)

Statistical Inference for Association Studies in the Presence of Binary Outcome Misclassification
by: Kimberly A. Hochstedler Webb, et al.
Published: (2025)

Exposure Measurement Error Correction in Longitudinal Studies With Discrete Outcomes
by: Ce Yang, et al.
Published: (2025)

Variability in Causal Effects and Noncompliance in a Multisite Trial: A Bivariate Hierarchical Generalized Random Coefficients Model for a Binary Outcome
by: Xinxin Sun, et al.
Published: (2024)

Designing Stepped Wedge Cluster Randomized Trials With a Baseline Measurement of the Outcome
by: Kendra Davis‐Plourde, et al.
Published: (2025)

Can the Unit Size Predict Outcomes? Testing for Informativeness in Three‐Level Designs
by: Samuel Anyaso‐Samuel, et al.
Published: (2025)

Bayesian Spatial Relative Survival Model to Estimate the Loss in Life Expectancy and Crude Probability of Death for Cancer Patients
by: Yuliya Leontyeva, et al.
Published: (2025)

A Fully‐Integrated Bayesian Approach for the Imputation and Analysis of Derived Outcome Variables With Missingness
by: Harlan Campbell, et al.
Published: (2026)

Estimating Effects of Longitudinal Modified Treatment Policies ( LMTPs ) on Rates of Change in Health Outcomes
by: Anja Shahu, et al.
Published: (2026)

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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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