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A Study of the Non-Medical Use of Pharmaceutical Drugs among Tertiary Institution Students in South-East Nigeria 尼日利亚东南部高等院校学生药物非医疗使用情况研究
Pub Date : 2022-02-15 DOI: 10.5923/j.statistics.20221201.02
Samuel Oluwaseun Adeyemo, Gbenga M. Oyinloye, T. Mbata
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引用次数: 1
Another Two-Parameter Poisson –Sujatha Distribution 另一种双参数Poisson -Sujatha分布
Pub Date : 2020-01-01 DOI: 10.5923/J.STATISTICS.20201002.03
R. Shanker, K. Shukla, Tekie Asehun Leonida
In this paper another two-parameter Poisson-Sujatha distribution by compounding Poisson distribution with another two-parameter Sujatha distribution which includes geometric distribution and Poisson-Sujatha distribution as particular cases, has been proposed. Its moments based statistical constants including coefficient of variation, skewness, kurtosis and index of dispersion have been obtained. Maximum likelihood estimation has been explained for estimating its parameters. Goodness of fit of the proposed distribution has been explained with five over-dispersed count datasets from various fields of knowledge and fit has been compared with Poisson-Lindley distribution, Poisson-Sujatha distribution, a generalization of Poisson-Sujatha distribution and two-parameter Poisson-Sujatha distribution.
本文将泊松分布与另一种双参数Sujatha分布复合,提出了另一种双参数泊松-Sujatha分布,其中包括几何分布和泊松-Sujatha分布。得到了基于矩的统计常数,包括变异系数、偏度、峰度和色散指数。最大似然估计已被解释用于估计其参数。用来自不同知识领域的5个过分散的统计数据集解释了所提出分布的拟合优度,并与泊松-林德利分布、泊松- sujatha分布、泊松- sujatha分布的概化和双参数泊松- sujatha分布进行了拟合比较。
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引用次数: 1
A New Method for Generating Distributions: An Application to Flow Data 一种生成分布的新方法:在流数据中的应用
Pub Date : 2019-07-01 DOI: 10.5923/J.STATISTICS.20190903.04
H. Ünözkan, M. Yilmaz
Nowadays, one of the aim of statistical studies is to provide the future with the models which are easily accessible and simple. Therefore, more suitable distributions are needed to model the data. In this study, a new distribution is generated with exponential marginals Farlie-Gumbel-Morgenstern distribution. Specifications and characteristics of this new distribution are studied. The structure of the proposed distribution is discussed statistically and the parameter estimation for the new distribution is made by known methods. In addition, reliability analysis has performed. Due to the shape and flexibility of the proposed distribution, it is thought to be an alternative to distributions which are used for modeling flow data. Efficiency on the statistical modeling of the new distribution can be detected by using flow data sets in literature. Furthermore, Terme and Sefaatli Creeks' flow-data obtained from Turkish State Water Affairs Directorate are used to model. It is concluded that this new distribution offers a model that can be used effectively in stream flows.
目前,统计研究的目标之一是为未来提供易于获取和简单的模型。因此,需要更合适的分布来对数据建模。在本研究中,产生了一种新的具有指数边际的法利-甘贝尔-摩根斯特恩分布。研究了这种新型分布的规格和特点。对新分布的结构进行了统计分析,并利用已知方法对新分布进行了参数估计。此外,还进行了可靠性分析。由于所提出的分布的形状和灵活性,它被认为是用于流数据建模的分布的替代方案。利用文献中的流量数据集可以检测新分布的统计建模效率。此外,从土耳其国家水务局获得的Terme和Sefaatli溪的流量数据用于建模。结论是,这种新的分布提供了一种可以有效应用于流场的模型。
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引用次数: 2
Weighted Quasi Lindley Distribution with Properties and Applications 加权拟林德利分布的性质及应用
Pub Date : 2019-01-01 DOI: 10.5923/J.STATISTICS.20190901.02
R. Shanker, K. Shukla, Tekie Asehun Leonida
In this paper a three-parameter weighted quasi Lindley distribution which includes two-parameter quasi Lindley distribution, weighted Lindley distribution and gamma distribution and one parameter Lindley and exponential distributions as particular cases has been proposed and its statistical properties including moments and moments based measures, hazard rate function, and mean residual life function have been discussed. Maximum likelihood estimation has been discussed for estimating its parameters. Applications of the distribution have explained with two real failure time data and the goodness of fit shows quite satisfactory fit over other lifetime distributions.
本文提出了一种三参数加权拟林德利分布,其中包括两参数拟林德利分布、加权林德利分布和伽玛分布以及一参数林德利分布和指数分布,并讨论了其统计性质,包括矩和矩测度、危险率函数和平均剩余寿命函数。用极大似然估计方法对其参数进行了估计。用两个实际失效时间数据解释了该分布的应用,其拟合优度与其他寿命分布的拟合相当满意。
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引用次数: 2
Household Poverty-Risk Analysis and Prediction Using Bayesian Ordinal Probit Models 基于贝叶斯有序概率模型的家庭贫困风险分析与预测
Pub Date : 2018-08-24 DOI: 10.5923/J.STATISTICS.20160606.09
R. Puurbalanta, A. Adebanji
Though the rate of poverty in Ghana has consistently declined over the years, some parts of the country stillrecord substantially high figures [1], and this is a major concern for stake holders. Previous research to identify causal factorshas commonly used the binary logit or probit models. These models, however, mask the effect of important intermediateinformation during the binary transformation of the response variable. This has the potential to misestimate the probability ofpoverty. In this study, the ordered probit model was used, thus creating a framework that includes the ordinal nature ofpoverty severity. The model was based on the round 6 dataset of the Ghana Living Standards Survey. Our findings show thatpoor and extremely poor were negatively affected by rural location, illiteracy, and Savannah ecological zone. Policies toeradicate poverty must therefore aim at optimizing these significant variables contributions to welfare conditions in thecountry.
尽管加纳的贫困率多年来一直在下降,但该国一些地区的贫困率仍然很高[1],这是利益相关者关注的一个主要问题。以往对因果因素识别的研究多采用二元logit或probit模型。然而,这些模型在响应变量的二元变换过程中掩盖了重要的中间信息的影响。这有可能错误估计贫困的可能性。在本研究中,使用了有序概率模型,从而创建了一个包含贫困严重程度的有序性质的框架。该模型基于加纳生活水平调查的第6轮数据集。我们的研究结果表明,贫困和极端贫困人口受到农村地区、文盲和萨凡纳生态区的负面影响。因此,消除贫困的政策必须着眼于优化这些对国家福利状况有贡献的重要变量。
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引用次数: 3
A Generalized Poisson-Akash Distribution: Properties and Applications 广义泊松-阿卡什分布:性质与应用
Pub Date : 2018-01-01 DOI: 10.5923/J.STATISTICS.20180805.03
R. Shanker, K. Shukla, Tekie Asehun Leonida
A generalized Poisson- Akash distribution which includes Poisson-Akash distribution has been proposed. Its factorial moments, raw moments and central moments have been derived and studied. Some statistical properties including generating functions, hazard rate function and unimodality have been discussed. Method of moments and the method of maximum likelihood have been discussed for estimating parameters of the distribution. Applications of the proposed distribution have been explained through two count datasets and compared with other discrete distributions.
提出了包含泊松-阿卡什分布的广义泊松-阿卡什分布。推导并研究了它的阶乘矩、原始矩和中心矩。讨论了生成函数、危险率函数和单峰性等统计性质。讨论了矩量法和极大似然法对分布参数的估计。通过两个计数数据集解释了所提出的分布的应用,并与其他离散分布进行了比较。
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引用次数: 0
Psychometric properties and Confirmatory structure of the Strengths and difficulties questionnaire in a sample of adolescents in Nigeria. 尼日利亚青少年优势与困难问卷的心理测量特征及验证性结构。
Onoja M Akpa, Rotimi F Afolabi, Kayode R Fowobaje

Though the SDQ has been used in selected studies in Nigeria, its theoretical structure has not been fully and appropriately investigated in the setting. The present study employs Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) to investigate the theoretical structure of the self-reported version of the SDQ in a sample of adolescents in Benue state, Nigeria. A total of 1,244 adolescents from different categories of secondary schools in Makurdi and Vandekya Local government areas of Benue state participated in the study. Preliminary data analyses were performed using descriptive statistics while the theoretical structure of the SDQ was assessed using EFA and CFA. Model fits were assessed using Chi-square test and other fit indices at 5% significance level. Participants were 14.19±2.45 (Vandekya) and 14.19±2.45 (Makurdi) years old. Results of the EFA and CFA revealed a 3-factor oblique model as the best model for the sample of adolescents studied (χ2/df =2.20, p<0.001) with all fit indices yielding better results. A correlated 3-factor model fits the present data better than the 5-factor theoretical model of the SDQ. The use of the original 5-factor model of the SDQ in the present setting should be interpreted with caution.

虽然SDQ已在尼日利亚选定的研究中使用,但其理论结构尚未在该环境中得到充分和适当的调查。本研究采用探索性因素分析(EFA)和验证性因素分析(CFA)来调查尼日利亚贝努埃州青少年自我报告版SDQ的理论结构。来自贝努埃州马库尔迪和范德基亚地方政府地区不同类别中学的总共1 244名青少年参加了这项研究。采用描述性统计进行初步数据分析,采用EFA和CFA评估SDQ的理论结构。采用卡方检验和其他拟合指标在5%显著性水平下评估模型拟合。年龄分别为14.19±2.45岁(Vandekya)和14.19±2.45岁(Makurdi)。EFA和CFA的结果显示,3因素倾斜模型是青少年样本的最佳模型(χ2/df =2.20, p
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引用次数: 0
Mental Illness and Comorbidities, Aspects of Initial Evaluation 精神疾病和合并症,初步评估的各个方面
Pub Date : 2015-12-01 DOI: 10.5923/S.STATISTICS.201501.03
M. Sottomayor, M. Pestana, M. G. Reis, José Manuel Santos
Mental Illness is a public problem in western societies. Recent reports say that the most frequent conditions of psychiatric hospitalization are related to elderly, over 65 years old, diagnosed with dementia, other organic disorders and depression. And we are seeing increasingly in episodes of urgency, consumption of psychoactive drugs, which can foster the emergence of other comorbidities. The aim of this study was to characterize from a socio-demographic, clinical and functional point of view, older people who staged an emergency episode in a psychiatric hospital. This is a cross-sectional, descriptive and correlational study. The sample consisted of 99 elderly people involved in a psychiatric emergency episode in the biennium 2013/2014 and data were collected from the initial evaluation form (IE). Results: People with dementia have more associated diseases than others with other mental Illnesses. Some are at higher risk for potential episodes of falls and loss of functionality and associated factors. Conclusion. More cognitive and functional impairment, evidenced in the functional dependency cycle. The quality of care in later age, requires a multidimensional and interdisciplinary approach. Initial assessment must be complete and holistic in order to give the best care.
精神疾病在西方社会是一个公共问题。最近的报告说,最常见的精神病住院情况与65岁以上的老年人有关,他们被诊断患有痴呆症、其他器质性疾病和抑郁症。我们越来越多地看到,在紧急情况下,精神活性药物的消费可能会促进其他合并症的出现。本研究的目的是从社会人口学、临床和功能的角度来描述在精神病院出现紧急情况的老年人的特征。这是一项横断面、描述性和相关性研究。样本包括2013/2014两年期参与一次精神紧急事件的99名老年人,数据收集自初步评估表(IE)。结果:痴呆症患者比其他精神疾病患者有更多的相关疾病。有些人有较高的潜在跌倒和功能丧失及相关因素的风险。结论。更多的认知和功能障碍,在功能依赖循环中得到证明。提高老年护理质量需要采取多层面和跨学科的方法。初步评估必须是完整和全面的,以便给予最好的照顾。
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引用次数: 0
Application and computer programs for a simple adaptive two dimensional smoother : a case study for cardiac procedure and death rates 一个简单的自适应二维平滑器的应用和计算机程序:一个心脏手术和死亡率的案例研究
Pub Date : 2015-01-01 DOI: 10.5923/J.STATISTICS.20150501.05
H. Mannan
Age- and year- specific rates are widely used in epidemiological modelling studies. As these rates are usually unstable due to small denominators, these require smoothing in both dimensions. We demonstrated the application of a two dimensional nearest neighbour method for smoothing age- and year- specific cardiac procedure and death rates. SAS macros were provided for smoothing two rates successively, however these can be adapted to smooth more than two rates or event counts, if required. We found that for the example data sets, the order of the moving average in both year and age dimensions was three and hence a nine point weighted moving average was justified. We demonstrated that in terms of better calibration and capturing important changes in data, the proposed smoother outperformed a similar smoother assigning maximum weight to the central cell but equal weights around it. The degree of smoothing increased with increase in the assigned central cell weight. In conclusion, because of its simplicity, the proposed nearest neighbour smoother provides a convenient alternative to the existing two dimensional smoothers and is useful in situations requiring smoothing a series of rates or counts in two dimensions. A robust version of the smoother is also available from the author.
在流行病学模型研究中广泛使用特定年龄和年份的比率。由于这些比率通常由于分母小而不稳定,因此需要在两个维度上进行平滑。我们演示了二维最近邻方法的应用,以平滑特定年龄和年份的心脏手术和死亡率。SAS宏用于连续平滑两个速率,但是如果需要,这些宏也可以用于平滑两个以上的速率或事件计数。我们发现,对于示例数据集,年和年龄维度的移动平均线的顺序是3,因此9点加权移动平均线是合理的。我们证明,就更好的校准和捕获数据中的重要变化而言,所提出的平滑器优于为中心单元分配最大权重但其周围权重相等的类似平滑器。平滑程度随着分配的中心细胞权重的增加而增加。总之,由于其简单性,所提出的最近邻平滑器为现有的二维平滑器提供了一种方便的替代方案,并且在需要在二维中平滑一系列速率或计数的情况下非常有用。作者还提供了一个健壮的平滑版本。
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引用次数: 0
Mental illness of the oldest, nutritional status and arterial hypertension 老年人的精神疾病、营养状况和动脉高血压
Pub Date : 2015-01-01 DOI: 10.5923/S.STATISTICS.201501.01
Sotto Mayor Margarida, P. Helena, Reis Gorete, Santos José Manuel
Changes in nutritional status and high blood pressure are very common in elderly with mental disorders. Currently, the interest in knowing associated factors to those variables is to prevent morbidity and mortality risk. The study aim was to evaluate the relationship between mental disorders, nutritional status and blood pressure. Its a cross-sectional study in a sample of 99 elderly living in community that had a psychiatric emergency episode. Data were collected from the initial evaluation form (IE). Results show multiple pathologies, cognitive deficits, high blood pressure and change in body mass index (BMI). Conclusions: In most of the sample BMI is associated with several co morbidities and co-exists with a temporal disorientation and arterial hypertension. Prevention is the key to maintaining health and well-being. The changes in body composition associated with the aging process are reflected in increased of fat body mass, at visceral level, and decreased of lean body mass expressed in sarcopenia, decreased of bone mass and decreased of water at the expense of intracellular sector (1). Therefore, the nutrition and health of the elderly have to be framed in an enlarged perspective covering all his life. With aging, come upon changes in eating behavior, which will lead to major differences in the choice of food, influenced in turn by the interaction of several factors: biological, economic, psychological and social ones. The association of changes in Body Mass Index (BMI) with changes in blood pressure predispose the outbreak of severe pathological conditions such as coronary heart disease, heart failure, peripheral arterial disease and kidney failure (2), reasons which pro-active steps are needed. In developed countries, the obvious malnutrition can reach 5-10% of the elderly living in their homes and more than 50% in elderly patients and at the time of hospital discharge (1). As people live longer, the quality of longer life becomes a central issue for personal life and social well-being. Consequently, it is frequent multiple pathologies and also dementia. Dementia is commonly associated with alterations in the nutritional status of which weight loss is the mos t
营养状况的改变和高血压在老年精神障碍患者中很常见。目前,了解这些变量的相关因素是为了预防发病和死亡风险。这项研究的目的是评估精神障碍、营养状况和血压之间的关系。这是一项横断面研究,样本是99名生活在社区的老年人,他们都有过精神紧急事件。数据收集自初始评估表(IE)。结果显示多种病理,认知缺陷,高血压和体重指数(BMI)改变。结论:在大多数样本中,BMI与几种合并症有关,并与颞叶定向障碍和动脉高血压共存。预防是保持健康和幸福的关键。与衰老过程相关的身体组成的变化体现在内脏层面的脂肪体质量的增加,以及以细胞内部分为代价的肌肉减少、骨量减少和水分减少所表现的瘦体质量的减少(1)。因此,老年人的营养和健康必须以覆盖其一生的扩大视角来构建。随着年龄的增长,人们的饮食行为会发生变化,这将导致人们对食物的选择产生重大差异,而这些变化又受到生物、经济、心理和社会等因素的相互作用的影响。身体质量指数(BMI)的变化与血压的变化之间的关联容易导致严重病理状况的爆发,如冠心病、心力衰竭、外周动脉疾病和肾衰竭(2),这是需要采取积极措施的原因。在发达国家,在家中生活的老年人中,明显的营养不良可以达到5-10%,在老年患者和出院时,营养不良的比例超过50%(1)。随着人们寿命的延长,长寿的质量成为个人生活和社会福祉的核心问题。因此,它是常见的多种病理和痴呆。痴呆症通常与营养状况的改变有关,其中体重减轻最为明显
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引用次数: 0
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International journal of statistics and applications
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