A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes

A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes

We propose a nonparametric test of independence, termed OPT-HSIC, between a covariate and a right-censored lifetime. Because the presence of censoring creates a challenge in applying the standard permutation-based testing approaches, we use optimal transport to transform the censored dataset into an...

Полное описание

Библиографические подробности
Главные авторы:	Rindt, D, Sejdinovic, D, Steinsaltz, D
Формат:	Journal article
Язык:	English
Опубликовано:	De Gruyter 2020

Схожие документы

A kernel log-rank test of independence for right-censored data
по: Fernández, T, и др.
Опубликовано: (2021)

Consistency of permutation test s of independence usingdistance covariance, HSIC and dHSIC
по: Rindt, D, и др.
Опубликовано: (2021)

Modeling lifetime of parallel components system with covariate, right and interval censored data
по: Teong, X. H., и др.
Опубликовано: (2021)

Large-scale kernel methods for independence testing
по: Zhang, Q, и др.
Опубликовано: (2017)

Survival regression with proper scoring rules and monotonic neural networks
по: Rindt, D, и др.
Опубликовано: (2022)

Bathtub hazard model with covariate and right censored data
по: Ismail, Idari, и др.
Опубликовано: (2022)

Semiparametric Models with Covariates for Lifetime Data under a General Censoring Scheme with an Application to Contingent Valuation
по: Nathan Bennett, и др.
Опубликовано: (2016-12-01)

Single covariate log-logistic model adequacy with right and interval censored data
по: Lai, Ming Choon, и др.
Опубликовано: (2020)

Nonparametric independence testing and regression for time-to-event data
по: Rindt, D
Опубликовано: (2021)

Gamma Kernel Estimators for Density and Hazard Rate of Right-Censored Data
по: T. Bouezmarni, и др.
Опубликовано: (2011-01-01)

Assessing the goodness of fit of the Gompertz model in the presence of right and interval censored data with covariate
по: Azid @ Maarof, Nur Niswah Naslina, и др.
Опубликовано: (2020)

Interval estimations for parameters of gompertz model with time-dependent covariate and right censored data
по: Kaveh Kiani,, и др.
Опубликовано: (2012)

Simulation of parametric model towards the fixed covariate of right censored lung cancer data
по: Muhamad Jamil, Siti Afiqah, и др.
Опубликовано: (2017)

Cure models based on Weibull distribution with and without covariates using right censored data
по: Yusuf, Madaki Umar, и др.
Опубликовано: (2016)

Inferential procedures for the generalized exponential model having covariate, with right and interval censored data
по: Alharbi, Nada Mohammedsaeed M.
Опубликовано: (2023)

Inferential procedures for the generalized exponential model having covariate, with right and interval censored data
по: Alharbi, Nada Mohammedsaeed M.
Опубликовано: (2023)

Assessing the Goodness of Fit of the Gompertz Model in the Presence of Right and Interval Censored Data with Covariate
по: Azid Maarof Nur Niswah Naslina, и др.
Опубликовано: (2020-02-01)

A kernel test for three-variable interactions
по: Sejdinovic, D, и др.
Опубликовано: (2013)

Bayesian kernel two-sample testing
по: Zhang, Q, и др.
Опубликовано: (2022)

Optimal kernel choice for large-scale two-sample tests
по: Gretton, A, и др.
Опубликовано: (2012)

Regression analysis of survival data with covariates subject to censoring
по: Yu, Tonghui
Опубликовано: (2018)

A differentially private kernel two-sample test
по: Raj, A, и др.
Опубликовано: (2020)

A parametric model for doubly interval censored lifetime
по: Loh, Yue Fang, и др.
Опубликовано: (2017)

Hypothesis testing using pairwise distances and associated kernels
по: Sejdinovic, D, и др.
Опубликовано: (2012)

Estimation of Lifetime Performance Index for Generalized Inverse Lindley Distribution Under Adaptive Progressive Type-II Censored Lifetime Test
по: Shixiao Xiao, и др.
Опубликовано: (2024-10-01)

A kernel test for causal association via noise contrastive backdoor adjustment
по: Hu, R, и др.
Опубликовано: (2024)

Statistical Inference for the Reliability Functions of a Family of Lifetime Distributions based on Progressive Type II Right Censoring
по: Ajit Chaturvedi, и др.
Опубликовано: (2018-07-01)

Generalized exponential distribution with interval-censored data and time dependent covariate
по: Ali Al-Hakeem, Hussein, и др.
Опубликовано: (2022)

Mixed Effects Models with Censored Covariates, with Applications in HIV/AIDS Studies
по: Lang Wu, и др.
Опубликовано: (2018-01-01)

Power Darna Distribution with Right Censoring: Estimation, Testing, and Applications
по: Amer Ibrahim Al-Omari, и др.
Опубликовано: (2022-08-01)

Experimental Design for Progressive Type I Interval Censoring on the Lifetime Performance Index of Chen Lifetime Distribution
по: Shu-Fei Wu, и др.
Опубликовано: (2023-03-01)

Poisson intensity estimation with reproducing kernels
по: Flaxman, S, и др.
Опубликовано: (2017)

Poisson intensity estimation with reproducing kernels
по: Flaxman, S, и др.
Опубликовано: (2017)

Inference for Partially Accelerated Life Test from a Bathtub-Shaped Lifetime Distribution with Progressive Censoring
по: Yingzi Niu, и др.
Опубликовано: (2023-04-01)

Bayesian learning of kernel embeddings
по: Filippi, S, и др.
Опубликовано: (2016)

A bounded cumulative hazard model with a change-point according to a threshold in a covariate for right-censored data
по: Taweab, Fauzia, и др.
Опубликовано: (2015)

Bayesian statistical inference of loglogistic model with interval-censored lifetime data
по: Guure, Chris Bambey, и др.
Опубликовано: (2015)

Bootstrap intervals in the presence of left-truncation, censoring and covariates with a parametric distribution
по: Manoharan, Thirunanthini, и др.
Опубликовано: (2017)

Parameter estimation for the generalized exponential distribution in the presence of interval censored data and covariate
по: AL-Hakeem, Hussein Ali, и др.
Опубликовано: (2022)

Assessing performance of the generalized exponential model in the presence of the interval censored data with covariate
по: Alharbi, Nada, и др.
Опубликовано: (2022)