Asymptotic properties of nonparametric inference

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Entropy-Based Uncertainty Quantification in Linear Consecutive k-out-of-n:G Systems via Cumulative Residual Tsallis Entropy [PDF]

Entropy
Quantifying uncertainty in complex systems is a central problem in reliability analysis and engineering applications. In this work, we develop an information-theoretic framework for analyzing linear consecutive k-out-of-n:G systems using the cumulative ...
Boshra Alarfaj, Mohamed Kayid, Mashael A. Alshehri +2 more
doaj +2 more sources

A Time-Varying Coefficient Double Threshold GARCH Model with Explanatory Variables

Axioms, 2023
In this article, we consider the nonparametric inference for the time-varying coefficient double-threshold generalized autoregressive conditional heteroscedastic models.
Tongwei Zhang, Lianyan Fu, Dehui Wang, Zhuoxi Yu +3 more
doaj +1 more source

Statistical Inference for Partially Linear Varying Coefficient Spatial Autoregressive Panel Data Model

Mathematics, 2023
This paper studies the estimation and inference of a partially linear varying coefficient spatial autoregressive panel data model with fixed effects. By means of the basis function approximations and the instrumental variable methods, we propose a two ...
Sanying Feng, Tiejun Tong, Sung Nok Chiu
doaj +1 more source

Regression Analysis of Dependent Current Status Data with Left Truncation

Mathematics, 2023
Current status data are encountered in a wide range of applications, including tumorigenic experiments and demographic studies. In this case, each subject has one observation, and the only information obtained is whether the event of interest happened at
Mengyue Zhang +4 more
doaj +1 more source

Nonparametric Estimation of Multivariate Copula Using Empirical Bayes Methods

Mathematics, 2023
In the fields of finance, insurance, system reliability, etc., it is often of interest to measure the dependence among variables by modeling a multivariate distribution using a copula.
Lu Lu, Sujit Ghosh
doaj +1 more source

Modeling lifetime data with multiple causes using cause specific reversed hazard rates

Statistica, 2014
In this paper we introduce and study cause specific reversed hazard rates in the context of left censored lifetime data with multiple causes. Nonparametric inference procedure for left censored lifetime data with multiple causes using cause specific ...
Paduthol Godan Sankaran, Anjana Sukumaran +1 more
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Two-Stage Estimation of Partially Linear Varying Coefficient Quantile Regression Model with Missing Data

Mathematics
In this paper, the statistical inference of the partially linear varying coefficient quantile regression model is studied under random missing responses.
Shuanghua Luo, Yuxin Yan, Cheng-yi Zhang
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Laplace transform technique and probabilistic analysis-based hypothesis testing in medical and engineering applications

Open Physics
This study introduces a novel nonparametric hypothesis test designed to evaluate exponentiality against the New Better than Renewal Used in Moment Generating Function (NBRUmgf) class.
Bakr Mahmoud E. +3 more
doaj +1 more source

Inference on function-valued parameters using a restricted score test. [PDF]

J R Stat Soc Series B Stat Methodol
Hudson A, Carone M, Shojaie A.
europepmc +1 more source

Nonparametric Tests for Exponentiality Against IFRA Alternatives Based on Cumulative Extropy Measures. [PDF]

Entropy (Basel)
Alqefari AA.
europepmc +1 more source