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1.
Abdelbaset Abdalla 《Journal of Statistical Computation and Simulation》2019,89(14):2782-2800
Despite the popularity and importance, there is limited work on modelling data which come from complex survey design using finite mixture models. In this work, we explored the use of finite mixture regression models when the samples were drawn using a complex survey design. In particular, we considered modelling data collected based on stratified sampling design. We developed a new design-based inference where we integrated sampling weights in the complete-data log-likelihood function. The expectation–maximisation algorithm was developed accordingly. A simulation study was conducted to compare the new methodology with the usual finite mixture of a regression model. The comparison was done using bias-variance components of mean square error. Additionally, a simulation study was conducted to assess the ability of the Bayesian information criterion to select the optimal number of components under the proposed modelling approach. The methodology was implemented on real data with good results. 相似文献
2.
Strong orthogonal arrays (SOAs) were recently introduced and studied as a class of space‐filling designs for computer experiments. An important problem that has not been addressed in the literature is that of design selection for such arrays. In this article, we conduct a systematic investigation into this problem, and we focus on the most useful SOA(n,m,4,2 + )s and SOA(n,m,4,2)s. This article first addresses the problem of design selection for SOAs of strength 2+ by examining their three‐dimensional projections. Both theoretical and computational results are presented. When SOAs of strength 2+ do not exist, we formulate a general framework for the selection of SOAs of strength 2 by looking at their two‐dimensional projections. The approach is fruitful, as it is applicable when SOAs of strength 2+ do not exist and it gives rise to them when they do. The Canadian Journal of Statistics 47: 302–314; 2019 © 2019 Statistical Society of Canada 相似文献
3.
Business Modelling has evolved as a key activity to reflect new business venture strategy by framing the way a firm will operate and how it will function in achieving its goals (e.g., profitability, growth, innovation, social impact). However, scholars and practitioners have criticized the adoption of a too static perspective in the design and use of conventional Business Model representations. Such a static perspective prevents nascent entrepreneurs experimenting with their Business Models and, as a result, identifying the most effective strategies, especially in terms of business sustainability and profitability. In this paper, we argue that combining conventional Business Model schemas with System Dynamics modelling results in a strategy design tool that may overcome several limitations related to a static view of Business Model representation. Mapping the different key elements underlying value creation processes into a system of causal interdependencies – through the use of simulation – allows strategy analysts and entrepreneurs to experiment and learn how the business reacts to strategic and organizational changes in terms of performance, innovation and value creation. As such, Dynamic Business Models provide useful insights to strategy formulation and business venturing by capturing how critical Business Model elements interact to produce enduring competitive advantages over time. 相似文献
4.
龚京美 《淮海工学院学报(社会科学版)》2015,(2)
当前,小区的景观配置及绿化已经成为人们选择住宅的重要条件之一。小区景观设计的细节往往是小区景观的配套设计与绿化成功的关键。住宅小区景观的配套设计与绿化是自然与人的完美协调与交融,是人的精神通过加工寄托于景物的一个过程。 相似文献
5.
Bioequivalence (BE) studies are designed to show that two formulations of one drug are equivalent and they play an important role in drug development. When in a design stage, it is possible that there is a high degree of uncertainty on variability of the formulations and the actual performance of the test versus reference formulation. Therefore, an interim look may be desirable to stop the study if there is no chance of claiming BE at the end (futility), or claim BE if evidence is sufficient (efficacy), or adjust the sample size. Sequential design approaches specially for BE studies have been proposed previously in publications. We applied modification to the existing methods focusing on simplified multiplicity adjustment and futility stopping. We name our method modified sequential design for BE studies (MSDBE). Simulation results demonstrate comparable performance between MSDBE and the original published methods while MSDBE offers more transparency and better applicability. The R package MSDBE is available at https://sites.google.com/site/modsdbe/ . Copyright © 2015 John Wiley & Sons, Ltd. 相似文献
6.
研究表明,德行领导作为家长式领导的核心维度,对员工行为有重要影响,但现有研究忽视了员工工作状态的重要作用。本文基于自我决定理论,以员工工作繁荣为中介,探讨德行领导对员工创新行为的影响,并从社会认同的情感视角出发,考察了情感承诺在上述关系间的调节作用。研究表明,德行领导对员工工作繁荣与创新行为均存在显著正向影响;员工工作繁荣对其创新行为存在显著正向影响;员工工作繁荣在德行领导与创新行为之间起部分中介作用;情感承诺调节了德行领导对员工创新行为的影响,情感承诺越高,德行领导对员工创新行为的影响越显著。 相似文献
7.
随着数字版权时代的发展,作品的传播方式变得更加灵活,传播速度也更加迅捷。传统版权登记制度因存在登记成本较高、标准不一、泄露隐私等弊端,在实际应用中面临困境,区块链技术的出现为推动版权登记的适时发展提供了一种新思路。区块链技术应用于版权登记,其去中心化特质可以降低登记成本;分布式共享机制能够统一登记标准;难以篡改的性质能够提高登记的证明效力;弥补了既有版权登记制度的缺陷。同时,区块链技术利用自身特性建立新的版权信任机制,既能清晰地分配版权利益,又能创新传统的版权商业模式,推动版权市场的发展,最大化地利用版权的固有价值。区块链技术在与版权登记相结合的过程中,会出现一些技术上难以解决的问题,既无法对作品的独创性进行准确的判断,也无法发挥版权制度原有的公示力作用。因此,必须创新版权登记规则,加快制定区块链版权平台市场准入机制,并设置统一的监管机构,将区块链锁在版权制度的笼子里,防止出现滥用区块链技术的情形,以最终实现技术和法律的融合发展。 相似文献
8.
三维实体设计与工程制图课程的改革 总被引:8,自引:0,他引:8
三维实体设计是工程设计的必然趋势,设计方法的变革导致企业对人才的新需求,也给传统的工程制图课程体系带来了巨大的冲击。改革与现代生产和人才需求不相适应的教学内容,建立以三维设计为主线,以培养创新思维和创新能力为目标的工程制图新体系,是工程制图课程改革的方向。 相似文献
9.
本论文主要讨论了基于WEB远程教学管理软件的分析与设计。首先对远程教育与传统教育进行了比较研究,确定远程教育是现代教育发展的方向;其次对开发基于WEB远程教学管理软件进行了环境分析和需求分析;最后讨论了远程教学管理软件的实现,包括软件模块结构设计和网站的总体框架。 相似文献
10.
试析多媒体教学中存在的若干问题 总被引:11,自引:0,他引:11
李曼 《重庆邮电学院学报(社会科学版)》2002,3(3):102-104
通过对多媒体教学中普遍存在的问题的探讨 ,重点阐述了传统教育技术和现代教育技术的关系、多媒体教学软件的教学设计、教学软件库的建设、教育技术培训及多媒体教学管理等问题 相似文献