:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Li, Muyi, Xu, Yuqing, Zhou, Zhou
Format:	Preprint
Published:	2026
Subjects:	Methodology
Online Access:	https://arxiv.org/abs/2605.22025
Tags:	Add Tag No Tags, Be the first to tag this record!

Association and Independence Test for Random Objects
by: Zhou, Hang, et al.
Published: (2025)

Nyström $M$-Hilbert-Schmidt Independence Criterion
by: Kalinke, Florian, et al.
Published: (2023)

Generalized Independence Test for Modern Data
by: Liu, Mingshuo, et al.
Published: (2024)

Testing Conditional Independence via Density Ratio Regression
by: Ai, Chunrong, et al.
Published: (2025)

Independence Testing for Temporal Data
by: Shen, Cencheng, et al.
Published: (2019)

On the use of Mutual Information for Testing Independence
by: Marinescu, Marius, et al.
Published: (2025)

On the Hardness of Conditional Independence Testing In Practice
by: He, Zheng, et al.
Published: (2025)

A General Test for Independent and Identically Distributed Hypothesis
by: Li, Tongyu, et al.
Published: (2025)

Studentized Tests of Independence: Random-Lifter approach
by: Gao, Zhe, et al.
Published: (2024)

A Rank-Based Sequential Test of Independence
by: Henzi, Alexander, et al.
Published: (2023)

Empirically Calibrated Conditional Independence Tests
by: Pan, Milleno, et al.
Published: (2026)

On Ranking-based Tests of Independence
by: Limnios, Myrto, et al.
Published: (2024)

Sequential Kernelized Independence Testing
by: Podkopaev, Aleksandr, et al.
Published: (2022)

Causal Discovery via Conditional Independence Testing with Proxy Variables
by: Liu, Mingzhou, et al.
Published: (2023)

A Kernel-Based Nonparametric Test for Conditional Independence of Functional Data
by: Tang, Yin, et al.
Published: (2026)

Scalable Causal Structure Learning via Amortized Conditional Independence Testing
by: Leiner, James, et al.
Published: (2023)

Testing for Conditional Independence in Binary Single-Index Models
by: Einmahl, John H. J., et al.
Published: (2025)

SID: A Novel Class of Nonparametric Tests of Independence for Censored Outcomes
by: Li, Jinhong, et al.
Published: (2024)

Efficient High-Dimensional Conditional Independence Testing
by: Banerjee, Bilol
Published: (2025)

High-Dimensional Independence Testing via Maximum and Average Distance Correlations
by: Shen, Cencheng, et al.
Published: (2020)

A Powerful Bootstrap Test of Independence in High Dimensions
by: Olivares, Mauricio, et al.
Published: (2025)

Community Correlations and Testing Independence Between Binary Graphs
by: Shen, Cencheng, et al.
Published: (2019)

Testing Conditional Independence via the Spectral Generalized Covariance Measure: Beyond Euclidean Data
by: Miyazaki, Ryunosuke, et al.
Published: (2025)

From Conditional to Unconditional Independence: Testing Conditional Independence via Transport Maps
by: He, Chenxuan, et al.
Published: (2025)

Deep Nonparametric Conditional Independence Tests for Images
by: Simnacher, Marco, et al.
Published: (2024)

Testing Multivariate Conditional Independence Using Exchangeable Sampling and Sufficient Statistics
by: Lin, Xiaotong, et al.
Published: (2025)

Causal Discovery with Fewer Conditional Independence Tests
by: Shiragur, Kirankumar, et al.
Published: (2024)

Membership Testing in Markov Equivalence Classes via Independence Query Oracles
by: Zhang, Jiaqi, et al.
Published: (2024)

Extension of Wald-Wolfowitz Runs Test for Regression Validity Testing with Repeated Measures of Independent Variable
by: Lian, Bo-Yao, et al.
Published: (2025)

Rank-Based Tests for Mutual Independence of High-Dimensional Random Vectors via $L_q$ Norm
by: Zhao, Ping, et al.
Published: (2026)

Differentially Private Joint Independence Test
by: Liu, Xingwei, et al.
Published: (2025)

Sufficient Dimension Reduction via Inverse Conditional Mean or Variance Independence
by: Liu, Jicai, et al.
Published: (2026)

Doubly Robust Conditional Independence Testing with Generative Neural Networks
by: Zhang, Yi, et al.
Published: (2024)

A Ball Divergence Based Measure For Conditional Independence Testing
by: Banerjee, Bilol, et al.
Published: (2024)

Consistent Distribution Free Affine Invariant Tests for the Validity of Independent Component Models
by: Hallin, Marc, et al.
Published: (2024)

Exact Bounds of Spearman's footrule in the Presence of Missing Data with Applications to Independence Testing
by: Zeng, Yijin, et al.
Published: (2025)

Testing Independence Between High-Dimensional Random Vectors Using Rank-Based Max-Sum Tests
by: Wang, Hongfei, et al.
Published: (2024)

Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies
by: Jeong, Hyunchai, et al.
Published: (2024)

CoVaR under Asymptotic Independence
by: Wang, Zhaowen, et al.
Published: (2026)

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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
ui	"standard"
VUFIND_SESSION	"ee87497957fb3c17d2233a51cccb6e6b"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784396846.5997 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ee87497957fb3c17d2233a51cccb6e6b" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"ui=standard; VUFIND_SESSION=ee87497957fb3c17d2233a51cccb6e6b; language=en"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"15260"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_22025/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2605_22025/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784396846.5954
REQUEST_TIME	1784396846

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
ui	"standard"
VUFIND_SESSION	"ee87497957fb3c17d2233a51cccb6e6b"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784396846.5997 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ee87497957fb3c17d2233a51cccb6e6b" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"ui=standard; VUFIND_SESSION=ee87497957fb3c17d2233a51cccb6e6b; language=en"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"15260"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2605_22025/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2605_22025/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784396846.5954
REQUEST_TIME	1784396846

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: