4.2 Article

On a length-biased Birnbaum-Saunders regression model applied to meteorological data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Statistics & Probability

Log-symmetric quantile regression models

Helton Saulo et al.

Summary: This article introduces a regression model based on the log-symmetric family of distributions, which is useful for dealing with continuous, positive, and asymmetrically distributed response variables. Through two Monte Carlo simulation studies, it was found that the maximum likelihood estimators perform well.

STATISTICA NEERLANDICA (2022)

Article Statistics & Probability

On a log-symmetric quantile tobit model applied to female labor supply data

Danubia R. Cunha et al.

Summary: The study proposes a parametric quantile tobit regression model based on quantile log-symmetric distributions to better model female labor supply data with positive skewness and heteroscedasticity, allowing for the consideration of the influences of different quantiles. The new method outperforms the classic tobit model in fitting the data.

JOURNAL OF APPLIED STATISTICS (2022)

Article Operations Research & Management Science

Birnbaum-Saunders quantile regression and its diagnostics with application to economic data

Luis Sanchez et al.

Summary: The study introduces a class of quantile regression models based on the Birnbaum-Saunders distribution, providing wide flexibility in modeling positive and asymmetric data. The methodology includes thorough theoretical property study and diagnostic analytics evaluation, with numerical results indicating the adequacy of the approach for quantile regression. The BS distribution is shown to be a good modeling choice for data with positive support and asymmetry.

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2021)

Article Mathematics, Applied

Statistical inference for dependent stress-strength reliability of multi-state system using generalized survival signature

Xuchao Bai et al.

Summary: This paper discusses inferential procedures for stress-strength reliability of a multi-state system with multiple components and strengths, considering both independent and dependent strengths. Exact expressions for stress-strength reliability in different states are derived for independent strengths, while Gumbel copula is used to model dependence structure of strengths in case of dependent strengths. Semiparametric methods are employed to estimate the dependence parameter and various estimation methods are compared through Monte Carlo simulations and real data analysis.

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS (2021)

Article Chemistry, Analytical

Modeling Mortality Based on Pollution and Temperature Using a New Birnbaum-Saunders Autoregressive Moving Average Structure with Regressors and Related-Sensors Data

Helton Saulo et al.

Summary: The paper introduces a time-dependent model based on a reparameterized Birnbaum-Saunders asymmetric distribution, which allows for the analysis of data in terms of a time-varying conditional mean. The model demonstrates good statistical performance when applied to mortality data related to pollution and temperature, suggesting it as a useful alternative for dealing with temporal data.

SENSORS (2021)

Article Statistics & Probability

A bivariate fatigue-life regression model and its application to fracture of metallic tools

Helton Saulo et al.

Summary: The paper introduces a regression model based on a new bivariate Birnbaum-Saunders distribution for describing data in their original scale, estimating parameters and conducting inference using maximum likelihood method. A case study with real-world reliability data illustrates the potential applications of the proposed results, providing a predictive model as a useful addition for diverse practitioners.

BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS (2021)

Article Multidisciplinary Sciences

Bayesian inference for the log-symmetric autoregressive conditional duration model

Jeremias Leao et al.

Summary: This paper applies Hamiltonian Monte Carlo methods to log-symmetric autoregressive conditional duration models, estimates model parameters using the Bayesian approach, and analyzes them on high frequency financial data from the German DAX of 2016.

ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS (2021)

Article Mathematics, Applied

Inference of accelerated dependent competing risks model for Marshall-Olkin bivariate Weibull distribution with nonconstant parameters

Xuchao Bai et al.

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS (2020)

Article Computer Science, Interdisciplinary Applications

[Invited tutorial] Birnbaum-Saunders regression models: a comparative evaluation of three approaches

Alan Dasilva et al.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2020)

Article Engineering, Environmental

Global and local diagnostic analytics for a geostatistical model based on a new approach to quantile regression

Victor Leiva et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2020)

Review Operations Research & Management Science

Birnbaum-Saunders distribution: A review of models, analysis, and applications

N. Balakrishnan et al.

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2019)

Article Statistics & Probability

Inference for the Birnbaum-Saunders Lifetime Regression Model with Applications

N. Balakrishnan et al.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (2015)

Article Statistics & Probability

Birnbaum-Saunders statistical modelling: a new approach

Victor Leiva et al.

STATISTICAL MODELLING (2014)

Article Engineering, Environmental

A length-biased version of the Birnbaum-Saunders distribution with application in water quality

Victor Leiva et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2009)

Article Computer Science, Interdisciplinary Applications

An adjusted boxplot for skewed distributions

M. Hubert et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2008)

Article Statistics & Probability

Reliability estimation via length-biased transformation

PS Sansgiry et al.

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS (2001)