Discussion of “Birnbaum‐Saunders distribution: A review of models, analysis, and applications” and a novel financial extreme value data analytics from natural disasters
Sign Up to like & getrecommendations! Published in 2019 at "Applied Stochastic Models in Business and Industry"
DOI: 10.1002/asmb.2400
Abstract: This work was partially supported by the Chilean government under the projectgrant FONDECYT 1160868 and by Portuguese funds through FCT, Fundacao para a Ciencia e a Tecnologia, withinthe Projects UID/MAT/00013/2013 (CMAT/Universidade do Minho) and UID/MAT/00006/2013… read more here.
Keywords: saunders distribution; birnbaum saunders; distribution review; models analysis ... See more keywords
The Log-Linear Birnbaum-Saunders Power Model
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DOI: 10.1007/s11009-016-9526-3
Abstract: In this paper the sinh-power model is developed as a natural follow up to the log-linear Birnbaum-Saunders power model. The class of models resulting, incorporates the sinh-power-normal model, the ordinary sinh-normal model and the log-linear… read more here.
Keywords: linear birnbaum; birnbaum saunders; power; model ... See more keywords
Birnbaum-Saunders spatial regression models: Diagnostics and application to chemical data
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DOI: 10.1016/j.chemolab.2018.03.012
Abstract: Abstract Geostatistical modelling is widely used to describe data with spatial dependence structure. Such modelling often assumes a Gaussian distribution, an assumption which is frequently violated due to the asymmetric nature of variables in diverse… read more here.
Keywords: spatial regression; chemical data; saunders spatial; birnbaum saunders ... See more keywords
[Invited tutorial] Birnbaum–Saunders regression models: a comparative evaluation of three approaches
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1782912
Abstract: This study investigates three regression models based on the Birnbaum–Saunders distribution. The first model is obtained directly through the Birnbaum–Saunders distribution; the second model is obtained via a logarithmic transformation in the response variable; and… read more here.
Keywords: saunders regression; regression models; birnbaum saunders; model ... See more keywords
Bivariate Birnbaum-Saunders accelerated lifetime model: estimation and diagnostic analysis
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DOI: 10.1080/02664763.2020.1859466
Abstract: In this paper, we discuss the bivariate Birnbaum-Saunders accelerated lifetime model, in which we have modeled the dependence structure of bivariate survival data through the use of frailty models.... read more here.
Keywords: bivariate birnbaum; lifetime model; birnbaum saunders; accelerated lifetime ... See more keywords
A generalized Birnbaum-Saunders distribution with application to the air pollution data
Sign Up to like & getrecommendations! Published in 2019 at "Electronic Journal of Applied Statistical Analysis"
DOI: 10.1285/i20705948v12n1p26
Abstract: Birnbaum-Saunders (BS) distribution is a model with positive domain thatis used in many fields including reliability and environmental studies. Thisarticle introduces a generalized version of the BS distribution which arisesfrom the shape mixture of skew… read more here.
Keywords: air pollution; birnbaum saunders; saunders distribution; distribution ... See more keywords
On Modeling Concrete Compressive Strength Data Using Laplace Birnbaum-Saunders Distribution Assuming Contaminated Information
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DOI: 10.3390/cryst11070830
Abstract: Compressive strength is a well-known measurement to evaluate the endurance of a given concrete mixture to stress factors, such as compressive loads. A suggested approach to assess compressive strength of concrete is to assume that… read more here.
Keywords: compressive strength; birnbaum saunders; laplace birnbaum; distribution ... See more keywords
A New Birnbaum–Saunders Distribution and Its Mathematical Features Applied to Bimodal Real-World Data from Environment and Medicine
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DOI: 10.3390/math9161891
Abstract: In this paper, we propose and derive a Birnbaum–Saunders distribution to model bimodal data. This new distribution is obtained using the product of the standard Birnbaum–Saunders distribution and a polynomial function of the fourth degree.… read more here.
Keywords: saunders distribution; real world; medicine; birnbaum saunders ... See more keywords
Optimal Sample Size for the Birnbaum-Saunders Distribution under Decision Theory with Symmetric and Asymmetric Loss Functions
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DOI: 10.3390/sym13060926
Abstract: The fatigue-life or Birnbaum–Saunders distribution is an asymmetrical model that has been widely applied in several areas of science and mainly in reliability. Although diverse methodologies related to this distribution have been proposed, the problem… read more here.
Keywords: optimal sample; methodology; birnbaum saunders; sample size ... See more keywords
Confidence Intervals for Comparing the Variances of Two Independent Birnbaum-Saunders Distributions
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DOI: 10.3390/sym14071492
Abstract: Fatigue in a material occurs when it is subjected to fluctuating stress and strain, which usually results in failure due to the accumulated damage. In statistics, asymmetric distribution, which is commonly used for describing the… read more here.
Keywords: confidence; variances two; comparing variances; two independent ... See more keywords