A review on concomitants of order statistics and its application in parameter estimation under ranked set sampling

RD Koshti, KK Kamalja - Journal of the Korean Statistical Society, 2024 - Springer
The concomitants of order statistics (COS) is a variable associated with a bivariate sample
when ordered with respect to the other variable. The distribution theory of COS is widely …

Statistical inference for the Kavya–Manoharan Kumaraswamy model under ranked set sampling with applications

N Alotaibi, I Elbatal, M Shrahili, AS Al-Moisheer… - Symmetry, 2023 - mdpi.com
In this article, we introduce a new extension of the Kumaraswamy (Ku) model, which is
called the Kavya Manoharan Kumaraswamy (KMKu) model. The shape forms of the pdf for …

[HTML][HTML] Bayesian estimation using MCMC method of system reliability for inverted Topp–Leone distribution based on ranked set sampling

MM Yousef, AS Hassan, AH Al-Nefaie, EM Almetwally… - Mathematics, 2022 - mdpi.com
The current work focuses on ranked set sampling and a simple random sample as sampling
approaches for determining stress–strength reliability from the inverted Topp–Leone …

Improved linear profiling methods under classical and Bayesian setups: An application to chemical gas sensors

T Abbas, T Mahmood, M Riaz, M Abid - Chemometrics and Intelligent …, 2020 - Elsevier
A profile is a functional relationship, between two or more variables, used to monitor the
process performance and its quality. The relationship may be linear or nonlinear depending …

Estimation based on ranked set sampling for the two-parameter Birnbaum–Saunders distribution

VC Pedroso, CA Taconeli, SR Giolo - Journal of Statistical …, 2021 - Taylor & Francis
Ranked set sampling (RSS) has been proved to be an efficient sampling design for
parametric and non-parametric inference. In this paper, we consider RSS-based estimation …

Dual-rank ranked set sampling

CA Taconeli - Journal of Statistical Computation and Simulation, 2024 - Taylor & Francis
In this paper, we propose a new sampling design extending the well-known ranked set
sampling, which we named dual-rank ranked set sampling. Unlike the original ranked set …

Discrete Weibull distribution: Different estimation methods under ranked set sampling and simple random sampling

C Augusto Taconeli… - Journal of Statistical …, 2022 - Taylor & Francis
The discrete Weibull (DW) is a discretized version of the well-known Weibull distribution,
and, as such can be considered in reliability and survival analyses where the variable of …

[HTML][HTML] On the generalized Bilal distribution: some properties and estimation under ranked set sampling

Z Akhter, EM Almetwally, C Chesneau - Axioms, 2022 - mdpi.com
The generalized Bilal (GB) distribution can be defined as the distribution of the median of
three independent random variables drawn from the Weibull distribution. Its failure rate …

On the performance of estimation methods under ranked set sampling

CA Taconeli, WH Bonat - Computational Statistics, 2020 - Springer
Maximum likelihood estimation (MLE) applied to ranked set sampling (RSS) designs is
usually based on the assumption of perfect ranking. However, it may suffers of lack of …

A Novel Feature Selection Approach-Based Sampling Theory on Grapevine Images Using Convolutional Neural Networks

Ö Özaltın, N Koyuncu - Arabian Journal for Science and Engineering, 2024 - Springer
Feature selection, reducing number of input variables to develop classification model, is an
important process to reduce computational and modeling complexity and affects the …