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The Importance-Performance Matrix Analysis in Partial Least Square Structural Equation Modeling (PLS-SEM) with Smartpls 2.0 M3 用Smartpls 2.0 M3进行偏最小二乘结构方程建模(PLS-SEM)中的重要性-性能矩阵分析
Pub Date : 2014-03-28 DOI: 10.18488/journal.24/2014.3.1/24.1.1.14
Sabri Ahmad, Wan Mohamad, Asyraf Bin, W. Afthanorhan
The Important-Performance Matrix Analysis (IPMA) is widely used in analytical technique that yields prescription for the management of customer satisfaction. IPA is a two-dimensional grid based on importance and performance of customer satisfaction. Yet, this paper intend to use the volunteers as a research subject to identify to what extent the strength of the relationship between exogenous and endogenous variable that can be derived. As pedagogical theoretical and past empirical studies, attribute level of performance and importance is relevance and significant. These finding reveals the capabilities of IPA towards a volunteerism program. Using Partial Least Square Structural Equation Modeling with SmartPLS 2.0, the asymmetric relationship importance and performance is provided. Futhermore, it shown that benefits factor is a major importance and performance for establishing Motivation.
重要绩效矩阵分析法(IPMA)是一种广泛应用于顾客满意管理的分析技术。IPA是一个基于顾客满意度重要性和表现的二维网格。然而,本文打算以志愿者为研究对象,以确定外生变量和内生变量之间的关系强度可以推导到什么程度。作为教学理论和过去的实证研究,属性水平的表现和重要性具有相关性和显著性。这些发现揭示了IPA在开展志愿服务项目方面的能力。利用SmartPLS 2.0的偏最小二乘结构方程建模,给出了不对称关系的重要性和性能。进一步表明,利益因素是激励建立的重要因素和表现。
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引用次数: 35
Explicit Numerical Solution of High - Dimensional Advection - Diffusion 高维平流扩散的显式数值解
Pub Date : 2013-06-15 DOI: 10.18488/journal.24/2013.2.3/24.3.17.22
E. Bayatmanesh
The Several numerical techniques have been developed and compared for solving the one-dimensional and three-dimentional advection-diffusion equation with constant coefficients. the subject has played very important roles to fluid dynamics as well as many other field of science and engineering. In this article, we will be presenting the of n-dimentional and we neglect the numerical examples.
对求解一维常系数平流扩散方程和三维常系数平流扩散方程的几种数值方法进行了比较。这门学科在流体力学以及其他许多科学和工程领域都起着非常重要的作用。在本文中,我们将介绍n维的问题,而忽略数值例子。
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引用次数: 0
Spline Methods for a Class of Singularly Perturbed Boundary Value Problems 一类奇摄动边值问题的样条方法
Pub Date : 2013-03-16 DOI: 10.18488/journal.24/2013.2.1/24.1.1.10
O. M. Ogunlaran, O. A. Taiwo
In this paper, we develop numerical methods based on a non-polynomial spline function with uniform grid for solving certain class of singularly perturbed boundary value problems. The proposed methods are second-order and fourth-order accurate. Numerical examples are provided to demonstrate the efficiency of the proposed methods.
本文给出了一类奇异摄动边值问题的基于非多项式样条函数的均匀网格数值解法。该方法具有二阶和四阶精度。数值算例验证了所提方法的有效性。
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引用次数: 3
Survival Quantile Regression Analysis of Covid-19 in Rivers State, Nigeria 尼日利亚河流州Covid-19生存分位数回归分析
Pub Date : 1900-01-01 DOI: 10.18488/JOURNAL.24.2021.101.1.11
Maureen T. Nwakuya, O. Maduka
Coronavirus 2019 (Covid-19) cases in Rivers State, Nigeria are on the increase day by day. It became imperative to investigate the survival rate of covid-19 patients in this state. The survival quantile regression was applied assuming right censoring to estimate the effect of age, sex, fever, anosmia, comorbidity, and cough on the survival time of patients. The results show that on admission into the hospital the survival time of the patients depended on the age and the presence of anosmia, comorbidity, and fever. By the mid survival period only anosmia and fever were seen to be significant but at the 75th quantile comorbidity was also seen to be significant along with fever and anosmia. The result also shows that having fever is associated with longer stay in the hospital based on the size of the effect at different quantiles. We also noticed that though the effect of anosmia and comorbidity were significant at the 25th and 75th quantile the sizes of the effects were minimal, but comorbidity was seen to have a bigger effect than anosmia. Comparing the survival time of groups, the results showed that males and females have the same survival time and patients with and without comorbidity equally have the same survival time. Patients without fever, anosmia and cough had a shorter survival time than those that had fever, anosmia, and cough. We then concluded that fever, comorbidity, and anosmia are the major factors that affect the survival time of covid-19 patients in Rivers State, Nigeria. Contribution/Originality: This study is one of the very few studies that have investigated the effect of different covariates at different points on the distribution of the survival time of Covid-19 patients in Rivers State, Nigeria.
尼日利亚河流州2019冠状病毒(Covid-19)病例日益增加。调查该地区新冠肺炎患者的生存率势在必行。采用生存分位数回归假设正确的审查来估计年龄、性别、发烧、嗅觉丧失、合并症和咳嗽对患者生存时间的影响。结果表明,患者入院时的生存时间与年龄、嗅觉丧失、合并症和发热的存在有关。到生存中期,只有嗅觉缺失和发热明显,但在第75分位,伴随发热和嗅觉缺失的合并症也很明显。结果还表明,根据不同分位数的影响大小,发烧与住院时间更长有关。我们还注意到,虽然嗅觉缺失和共病的影响在第25分位数和第75分位数显著,但影响的大小很小,但共病的影响比嗅觉缺失更大。比较各组的生存时间,结果显示男性和女性的生存时间相同,有和没有合并症的患者的生存时间相同。无发热、嗅觉缺失和咳嗽的患者比有发热、嗅觉缺失和咳嗽的患者生存时间短。然后我们得出结论,发烧、合并症和嗅觉丧失是影响尼日利亚河流州covid-19患者生存时间的主要因素。贡献/独创性:本研究是调查尼日利亚河流州不同协变量在不同时间点对Covid-19患者生存时间分布影响的极少数研究之一。
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引用次数: 0
Mathematical Model of an SIR Epidemic Switching with Zero Co-Infectives 零共感染SIR流行病切换的数学模型
Pub Date : 1900-01-01 DOI: 10.18488/journal.24.2020.91.42.61
R. I. Gweryina, C. E. Madubueze, Peter Arome Sani
This paper studies the global dynamics of an SIR epidemic switching model with zero co-infectives and intervention programmes. The model considers two epidemics of nonspecific nomenclature in which the first epidemic is a precondition to the outbreak of the second epidemic. Analytical study of the model exposed the two epidemic steady states, namely, epidemic-free equilibrium (EFE) and epidemic endemic equilibrium (EEE). Both equilibrium states are shown to be globally attractive points with respect to the criteria of the basic reproduction number using Lyapunov stability theory. Some sufficient conditions on the model parameters are obtained to show the existence of the forward bifurcation. Finally, numerical simulations are done to exemplify the qualitative results and the impact of switching and intervention programmes. The numerical results shown that switching reduces the susceptibility and infectivity of the first epidemic and increases that of the second epidemic. Also, depending on the severity of the both epidemics, the different levels of intervention programmes are needed to reduce the number of infectives in both epidemics. However, equal intervention programmes are recommended for both epidemics to avoid neglecting one epidemic during outbreaks of the two epidemics. Contribution/Originality: This study is one of the few studies in mathematical epidemiology which have investigated the role of switching in an SIR model of two epidemics with zero co-infectives. In addition, Lyapunov functions theory and Center Manifold method is applied to the model for the global stability analysis and existence of forward bifurcation respectively.
本文研究了具有零共感染和干预方案的SIR流行病切换模型的全局动力学。该模型考虑了两种非特异性命名的流行病,其中第一次流行病是第二次流行病爆发的先决条件。模型的分析研究揭示了两种稳定状态,即无流行平衡(EFE)和流行平衡(EEE)。利用李亚普诺夫稳定性理论证明了两个平衡态都是关于基本再生数准则的全局吸引点。得到了模型参数存在前向分岔的充分条件。最后,进行了数值模拟,以举例说明定性结果和转换和干预方案的影响。数值结果表明,切换降低了第一次流行的易感性和传染性,增加了第二次流行的易感性和传染性。此外,根据这两种流行病的严重程度,需要采取不同程度的干预方案,以减少这两种流行病的感染人数。但是,建议对这两种流行病采取同样的干预方案,以避免在两种流行病爆发期间忽视一种流行病。贡献/独创性:本研究是数学流行病学中为数不多的研究之一,研究了在两个无共感染的流行病的SIR模型中转换的作用。此外,利用Lyapunov函数理论和中心流形方法分别对模型进行了全局稳定性分析和正分叉的存在性分析。
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引用次数: 0
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International Journal of Mathematical Research
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