Results 11 to 20 of about 22,611 (308)
Weighted Empirical Likelihood for Accelerated Life Model with Various Types of Censored Data
StatsIn analysis of survival data, the Accelerated Life Model (ALM) is one of the widely used semiparametric models, and we often encounter various types of censored survival data, such as right censored data, doubly censored data, interval censored data ...
Jian-Jian Ren, Yiming Lyu
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Journal of Biostatistics and Epidemiology, 2023 Introduction: Quantile regression is a valuable alternative for survival data analysis, enabling flexible evaluations of covariate effects on survival outcomes with intuitive interpretations. It offers practical computation and reliability.
Fereshteh Mokhtarpour +3 more
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Improved nonparametric penalized maximum likelihood estimation for arbitrarily censored survival data [PDF]
Statistics in Medicine, 2022 Nonparametric maximum likelihood estimation encompasses a group of classic methods to estimate distribution-associated functions from potentially censored and truncated data, with extensive applications in survival analysis.
Sham, Pak C +7 more
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Analyzing Competing Risks with Progressively Type-II Censored Data in Dagum Distributions
AxiomsCompeting risk models are essential in survival analysis for studying systems with multiple mutually exclusive failure events. This study investigates the application of competing risk models in the presence of progressively Type-II censored data for the
Raghd Badwan, Reza Pakyari
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Survival Analysis and Applications of Weighted NH Parameters Using Progressively Censored Data
Symmetry, 2023 A new weighted Nadarajah–Haghighi (WNH) distribution, as an alternative competitor model to gamma, standard half-logistic, generalized-exponential, Weibull, and other distributions, is considered.
A. Elshahhat, Heba S. Mohammed
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Survival analysis with censored data: a further twist on ignorability conditions
Statistics (Berlin), 2023 A key assumption for the application of methods concerning censored data is that the random nature of the censoring mechanism should be ignorable when making likelihood-based inferences.
Ramon Oller, G. Gómez Melis
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Estimation of Conditional Mixture Weibull Distribution with Right Censored Data Using Neural Network for Time-to-Event Analysis [PDF]
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2020 In this paper, we consider survival analysis with right-censored data which is a common situation in predictive maintenance and health field. We propose a model based on the estimation of two-parameter Weibull distribution conditionally to the features ...
A.-C. Bennis, S. Mouysset, M. Serrurier
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Acta Universitatis Lodziensis. Folia Oeconomica, 2020 One of the key elements related to calculating Customer Lifetime Value is to estimate the duration of a client’s relationship with a bank in the future. This can be done using survival analysis.
Dominik Kubacki, Robert Kubacki
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BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, 2023 Breast cancer is the most common cancer in women and the leading cause of cancer-related death in Indonesia. Analysis of survival data is important for improving the treatment and care of breast cancer patients. This study aims to estimate the parameters,
Ardi Kurniawan +2 more
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Entropy, 2022 The estimation of the Individual Treatment Effect (ITE) on survival time is an important research topic in clinics-based causal inference. Various representation learning methods have been proposed to deal with its three key problems, i.e., reducing ...
Yijie Zhao, Hao Zhou, Jin Gu, Hao Ye
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