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Main Authors:	Burman, Kalyan, Upadhye, Neelesh S, Vellaisamy, Palaniappan
Format:	Preprint
Published:	2024
Subjects:	Probability 62E17, 62E20
Online Access:	https://arxiv.org/abs/2408.09487
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Linear combination of bilateral gamma random variables: distributional theory and approximations
by: Barman, Kalyan, et al.
Published: (2026)

Bilateral Gamma Approximation in Weiner Space
by: Barman, Kalyan, et al.
Published: (2024)

Normal integral representation for the joint survival function of the cumulative sums of the components of multinomial random vectors
by: Ouimet, Frédéric
Published: (2024)

Closed-form Tight Bounds and Approximations for the Median of a Gamma Distribution
by: Lyon, Richard F.
Published: (2020)

Procrustes Wasserstein Metric: A Modified Benamou-Brenier Approach with Applications to Latent Gaussian Distributions
by: Toukam, Kevine Meugang
Published: (2025)

The envelope of a complex Gaussian random variable
by: Ghosal, Sattwik, et al.
Published: (2023)

Beyond the Central Limit: Universality of the Gamma Distribution from Padé-Enhanced Large Deviations
by: Castro, Mario, et al.
Published: (2026)

Fisher information approximation of random orthogonal matrices by Gaussian matrices
by: Chen, Yutong, et al.
Published: (2025)

Parametric Estimation of Tempered Stable Laws
by: Massing, Till
Published: (2023)

High-dimensional bootstrap and asymptotic expansion
by: Koike, Yuta
Published: (2024)

Eigenvalues approximation of integral covariance operators with applications to weighted $L^2$ statistics
by: Ebner, Bruno, et al.
Published: (2024)

Conditional validity and a fast approximation formula of full conformal prediction sets
by: Amann, Nicolai
Published: (2025)

W-transforms: Uniformity-preserving transformations and induced dependence structures
by: Hofert, Marius, et al.
Published: (2025)

Test for symmetry and confidence interval of the parameter μ of skew-symmetric-Laplace-uniform distribution
by: Lohot, Raju. K., et al.
Published: (2024)

Complete Asymptotic Expansions for the Normalizing Constants of High-Dimensional Matrix Bingham and Matrix Langevin Distributions
by: Bagyan, Armine, et al.
Published: (2024)

A note on the equivalence between the conditional uncorrelation and the independence of random variables
by: Jaworski, Piotr, et al.
Published: (2022)

Remarks on stationary GARCH processes under heavy tail distributions
by: Taberner-Ortiz, Marc, et al.
Published: (2026)

Normal approximations for the multivariate inverse Gaussian distribution and asymmetric kernel smoothing on $d$-dimensional half-spaces
by: Belzile, Léo R., et al.
Published: (2022)

Deconvolution of Arbitrary Distribution Functions and Densities
by: Kaiser, Henrik
Published: (2025)

Approximations for the number of maxima and near-maxima in independent data
by: Daly, Fraser
Published: (2025)

Convergence in distribution of the P-P process in $L^1[0,1]$
by: Beare, Brendan K., et al.
Published: (2026)

Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy
by: Afzali, Elham, et al.
Published: (2025)

On the Poisson approximation of random diagonal sums of Bernoulli matrices
by: Roos, Bero
Published: (2024)

Stein's method for asymmetric Laplace approximation
by: Daly, Fraser, et al.
Published: (2025)

Statistical Inference for Quasi-Infinitely Divisible Distributions via Fourier Methods
by: Panov, Vladimir, et al.
Published: (2025)

Median Based Unit Weibull Distribution (MBUW): Do the Higher Order Probability Weighted Moments (PWM) Add More Information over the Lower Order PWM in Parameter Estimation
by: Attia, Iman Mohammed
Published: (2024)

Asymptotics of randomly weighted sums without moment conditions of random weights
by: Gao, Qingwu, et al.
Published: (2026)

Improved performance guarantees for Tukey's median
by: Minsker, Stanislav, et al.
Published: (2024)

Improved Central Limit Theorem and Bootstrap Approximations for Linear Stochastic Approximation
by: Butyrin, Bogdan, et al.
Published: (2025)

Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning
by: Samsonov, Sergey, et al.
Published: (2024)

Median Based Unit Weibull (MBUW): a new unit distribution Properties
by: Attia, Iman Mohammed
Published: (2024)

Asymptotic comparison of negative multinomial and multivariate normal experiments
by: Genest, Christian, et al.
Published: (2023)

Deficiency bounds for the multivariate inverse hypergeometric distribution
by: Ouimet, Frédéric
Published: (2023)

Concentration of a high dimensional sub-gaussian vector
by: Spokoiny, Vladimir
Published: (2023)

Poisson and Gaussian approximations of the power divergence family of statistics
by: Daly, Fraser
Published: (2023)

Random Modulation with Spherical Symmetry
by: Bagyan, Armine, et al.
Published: (2025)

Testing for latent structure via the Wilcoxon--Wigner random matrix of normalized rank statistics
by: Liao, Jonquil Z., et al.
Published: (2025)

First versus full or first versus last: U-statistic change-point tests under fixed and local alternatives
by: Dehling, Herold, et al.
Published: (2026)

Adaptive Thresholds for Monitoring and Screening in Imbalanced Samples: Optimality and Boosting Sensitivity
by: Steland, Ansgar
Published: (2025)

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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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