Factor analysis for ranked data with application to a job selection attitude survey

Summary.  Factor analysis is a powerful tool to identify the common characteristics among a set of variables that are measured on a continuous scale. In the context of factor analysis for non-continuous-type data, most applications are restricted to item response data only. We extend the factor model to accommodate ranked data. The Monte Carlo expectation–maximization algorithm is used for parameter estimation at which the E-step is implemented via the Gibbs sampler. An analysis based on both complete and incomplete ranked data (e.g. rank the top q out of k items) is considered. Estimation of the factor scores is also discussed. The method proposed is applied to analyse a set of incomplete ranked data that were obtained from a survey that was carried out in GuangZhou, a major city in mainland China, to investigate the factors affecting people's attitude towards choosing jobs.     

新疆兵团现代物流业发展探析

现代物流作为一种先进的组织方式和管理技术,其发展程度已成为衡量一个国家或地区现代化程度的重要标志。该文从新疆兵团物流业发展现状、面临的机遇和优势等方面对兵团工业化进程中的现代物流业进行了分析,并提出兵团发展现代物流业的对策。     

中国传统文化中的"尚三"理念对巴金《家·春·秋》创作的影响

巴金自称是受外国文学影响最多的作家之一,但是中国传统文化对他的创作在无形中的影响恐怕连他自己都没有意识到,在巴金的小说尤其是在长篇小说《家.春.秋》创作中就处处可见"尚三"传统的影响,形成了几种独特的创作现象:三事话语,三复情节,三变情节,三极建构,三而后成,传统文化与外来文化的相互渗透融合,是巴金能够成为文学大师的文化基础。     

道德需要与制度公正

道德需要是道德行为的原动力,在道德建设中具有重要的意义。而道德需要作为个体社会属性的一种应然存在,要转化为一种现实的道德力量,需要有良好的外部社会机制即公正合理的社会制度的保障。因此,要激发和提升个体的道德需要就必须加强制度建设,有效地发挥制度在个体道德需要方面的激励和导向功能。     

Towards Enhancement of the Economy of a Thermal Power Generating System through Prediction of Plant Efficiency

The plant ‘Heat Rate’ (HR) is a measure of overall efficiency of a thermal power generating system. It depends on a large number of factors, some of which are non-measurable, while data relating to others are seldom available and recorded. However, coal quality (expressed in terms of ‘effective heat value’ (EHV) as kcal/kg) transpires to be one of the important factors that influences HR values and data on EHV are available in any thermal power generating system. In the present work, we propose a prediction interval of the HR values on the basis of only EHV, keeping in mind that coal quality is one of the important (but not the only) factors that have a pronounced effect on the combustion process and hence on HR. The underlying theory borrows the idea of providing simultaneous confidence interval (SCI) to the coefficients of a p-th p(≥1) order autoregressive model (AR(p)). The theory has been substantiated with the help of real life data from a power utility (after suitable base and scale transformation of the data to maintain the confidentiality of the classified document). Scope for formulating strategies to enhance the economy of a thermal power generating system has also been explored.     

基于主成分分析的我国西部地区间产业结构转换能力评价

产业结构的演进和转换是经济发展的本质特征,也是促进经济持续稳定协调发展的关键。西部地区产业结构转换能力的地区差异十分明显,本文阐述了影响地区产业结构转换的一般因素,并通过主成分分析方法对影响西部地区产业结构转换的主要因素进行了分析,并对西部各地区产业结构转换能力、转换速度以及转换方向进行了分析评价。     

英语中继语句法顺序探讨

中继语这一理论虽已广为语言学界所接受,并有学者对其动态规律进行了调查与研究,但到目前为止,目的十分明确的研究还只是刚起步。为了给汉语背景下第二语言习得理论和目前正在蓬勃展开的外语教学大纲、教材教法的革新提供依据,本文收集了大一、大二、硕士研究生三个自然班的英语作文,依据EA理论与IT理论对其进行了探索性的描述性研究,旨在从结构上揭示出大学生习得英语的顺序。     

确保农民稳定增收要有新视野

当前,提高农民收入必须从深化农村产业结构和各项制度改革、克服制约农民增收的内外部因素及采取各项配套措施等方面着手,使农民稳定增收落到实处。     

论科技期刊的品牌资本

科技期刊的品牌资本是其生存和发展的关键因素,品牌资本体现了社会效益与经济效益的同一性。品牌资本的价值回归是一个缓慢但却是相当稳定的过程。通过抽样调查和方差分析,定量说明了上述论点的正确性。     

企业经营管理中的税收筹划

税收筹划的存在具有客观必然性,它是市场经济的必然产物,是纳税人应有的权利,是企业理财的有效途径。企业的筹资、投资和经营等诸多环节与活动都与纳税有关,因此税收筹划在企业经营管理中的运用是全方位的,它贯穿于企业整个经营管理活动的始终。企业要进行税收筹划必须要全面掌握税法,正确认识税收筹划与避税的区别,避免纸上谈兵。