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1.
Ines Diez-Martinez Angel Peiro-Signes Marival Segarra-Oña 《Business Strategy and the Environment》2023,32(1):430-443
The environmental orientation of companies is key for firms to gain a competitive advantage against peers. However, the high level of novelty and uncertainty involved with eco-innovations requires additional knowledge and capabilities that go beyond the firm and that can be achieved through cooperation. Thus, it is crucial to analyse how cooperation affects the elements that drive eco-innovation. This study tests the impact of cooperation on the environmental orientation of companies while innovating using structural equation modelling with partial least squares and multigroup analysis and a fuzzy-set qualitative comparative analysis for a sample of Spanish companies. Results suggest that companies that do not cooperate are less eco-innovation-oriented and show lower dependence on external information sources, although their impact on the orientation to product and process innovation is higher. This work leads to some theoretical conclusions and implications for researchers and practitioners. 相似文献
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通过推广求解矩阵方程AX=b或AX+XB=C的递推迭代算法和基于递阶辩识原理的思想,给出了求解广义耦合矩阵方程的梯度迭代算法。并证明了迭代算法的收敛性。分析表明,若矩阵方程有唯一解,则对任意的初始值该算法给出的迭代解都能快速的收敛到其精确解。数值实例验证了该算法的有效性。 相似文献
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The partial least squares (PLS) approach to structural equation modeling (SEM) has been widely adopted in business research fields such as information systems, consumer behavior, and marketing. The use of PLS in the field of operations management is also growing. However, questions still exist among some operations management researchers regarding whether and how PLS should be used. To address these questions, our study provides a practical guideline for using PLS and uses examples from the operations management literature to demonstrate how the specific points in this guideline can be applied. In addition, our study reviews and summarizes the use of PLS in the recent operations management literature according to our guideline. The main contribution of this study is to present a practical guideline for evaluating and using PLS that is tailored to the operations management field. 相似文献
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Yongge Tian 《Revue internationale de statistique》2007,75(2):224-248
We consider in this paper a partitioned linear model { y , X 1 β 1 + X 2 β 2 , σ 2 σ } and two corresponding small models { y , X 1 β 1 , σ 2 σ } and { y , X 2 β 2 , σ 2 σ } . We derive necessary and sufficient conditions for (i) the ordinary least squares estimator under the full model to be the sum of the ordinary least squares estimators under the two small models; (ii) the best linear unbiased estimator under the full model to be the sum of the best linear unbiased estimators under the two small models; (iii) the best linear unbiased estimator under the full model to be the sum of the ordinary least squares estimators under the two small models. The proofs of the main results in this paper also demonstrate how to use the matrix rank method for characterizing various equalities of estimators under general linear models. 相似文献
6.
本文提出了一种新的求解加权约束线性最小二乘问题方法,即利用行M-不变矩阵得到了求解加权约束线性最小二乘的updating问题的递推方法。 相似文献
7.
通过对常见给排水管道的技术性能、应用、施工经济性的分析,结合矩阵分析法对各种管道进行经济性综合评价,同时,结合最小二乘法,对新型塑料给排水管道的发展进行定性、定量的分析、预测。结果表明,塑料管道的年产量随时间成指数关系增长,在越来越多的市政给排水管道工程中得到推广应用。 相似文献
8.
H. Boscher 《Statistica Neerlandica》1991,45(1):9-19
The consequences of the omission of possibly contaminated observations in a linear regression model for the performance of the ordinary least squares ( LS- ) estimator are discussed. We compare the ordinary L Sestimator with the corresponding 'never pooled' LS -estimator with respect to the matrix-valued mean squared error. Necessary and sufficient conditions are derived for the superiority of an estimator to another one and tests are proposed to check these conditions. Finally the resulting preliminary-test-estimators are investigated. 相似文献
9.
Performance of empirical Bayes estimators of random coefficients in multilevel analysis: Some results for the random intercept-only model 总被引:1,自引:0,他引:1
Math J. J. M. Candel 《Statistica Neerlandica》2004,58(2):197-219
For a multilevel model with two levels and only a random intercept, the quality of different estimators of the random intercept is examined. Analytical results are given for the marginal model interpretation where negative estimates of the variance components are allowed for. Except for four or five level-2 units, the Empirical Bayes Estimator (EBE) has a lower average Bayes risk than the Ordinary Least Squares Estimator (OLSE). The EBEs based on restricted maximum likelihood (REML) estimators of the variance components have a lower Bayes risk than the EBEs based on maximum likelihood (ML) estimators. For the hierarchical model interpretation, where estimates of the variance components are restricted being positive, Monte Carlo simulations were done. In this case the EBE has a lower average Bayes risk than the OLSE, also for four or five level-2 units. For large numbers of level-1 (30) or level-2 units (100), the performances of REML-based and ML-based EBEs are comparable. For small numbers of level-1 (10) and level-2 units (25), the REML-based EBEs have a lower Bayes risk than ML-based EBEs only for high intraclass correlations (0.5). 相似文献
10.
The classical exploratory factor analysis (EFA) finds estimates for the factor loadings matrix and the matrix of unique factor variances which give the best fit to the sample correlation matrix with respect to some goodness-of-fit criterion. Common factor scores can be obtained as a function of these estimates and the data. Alternatively to the classical EFA, the EFA model can be fitted directly to the data which yields factor loadings and common factor scores simultaneously. Recently, new algorithms were introduced for the simultaneous least squares estimation of all EFA model unknowns. The new methods are based on the numerical procedure for singular value decomposition of matrices and work equally well when the number of variables exceeds the number of observations. This paper provides an account that is intended as an expository review of methods for simultaneous parameter estimation in EFA. The methods are illustrated on Harman's five socio-economic variables data and a high-dimensional data set from genome research. 相似文献
11.
Shuangzhe Liu 《Metrika》2000,51(2):145-155
We first establish two matrix determinant Kantorovich-type inequalities. Then, based on these two and other inequalities,
we introduce new efficiency criteria and present their upper bounds to make efficiency comparisons between the ordinary least
squares estimator and the best linear unbiased estimator in the general linear model. We provide numerical examples to examine
the upper bounds of some new and old efficiency criteria.
Received: June 1999 相似文献
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《管理科学学报(英文)》2019,4(1):12-27
This paper examines the theoretical and empirical properties of a supervised factor model based on combining forecasts using principal components (CFPC), in comparison with two other supervised factor models (partial least squares regression, PLS, and principal covariate regression, PCovR) and with the unsupervised principal component regression, PCR. The supervision refers to training the predictors for a variable to forecast. We compare the performance of the three supervised factor models and the unsupervised factor model in forecasting of U.S. CPI inflation. The main finding is that the predictive ability of the supervised factor models is much better than the unsupervised factor model. The computation of the factors can be doubly supervised together with variable selection, which can further improve the forecasting performance of the supervised factor models. Among the three supervised factor models, the CFPC best performs and is also most stable. While PCovR also performs well and is stable, the performance of PLS is less stable over different out-of-sample forecasting periods. The effect of supervision gets even larger as forecast horizon increases. Supervision helps to reduce the number of factors and lags needed in modelling economic structure, achieving more parsimony. 相似文献
14.
模糊层次分析法(FAHP)在供应商评价选择中的应用 总被引:3,自引:0,他引:3
人在决策时常有模糊性.然而先前的供应商评价模型却常常忽略了这点.因此本文首先介绍了模糊层次分析法(Fuzzy AHP),然后提出了实际企业中选择供应商时考虑的因素,最后应用该方法建立了一个供应商模糊评价模型.该模型考虑了人判断的模糊性.在生产实践中,它可以帮助生产企业更准确地选择供应商. 相似文献
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Recent methodological developments provide a way to incorporate the temporal dimension when accounting for spatial effects in hedonic pricing. Weight matrices should decompose the spatial effects into two distinct components: bidirectional contemporaneous spatial connections; and unidirectional spatio-temporal effects from past transactions. Our iterative estimation approach explicitly analyses the role of time in price determination. The results show that both spatio-temporal components should be included in model specification; past transaction information stops contributing to price determination after eight months; and limited temporal friction is exhibited within this period. These findings highlight the decidedly non-linear temporal patterns of such information effects. 相似文献
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Cloud computing is the emergent technology that face one of the significant issues time with data security while outsourcing the data onto the cloud in recent. Some cryptographic techniques have been used for protection in form of identity, attributes and prediction algorithms nonetheless these algorithms lack their performance and becomes are very prone to attackers when an unauthorized user reunited the system with dissimilar way for privileges to the similar data files. The essential need of this data security solved by some enhanced cryptographic techniques in DRM utilizing a secure privacy preserving data sharing with encryption techniques of Dynamic Unidirectional Proxy Re-Encryption. This technique is based on Cipher text Policy Attribute by providing the privacy, integrity and security of the data while retrieving. 相似文献
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论价值管理在企业客户资本管理中的运用 总被引:1,自引:0,他引:1
本文从价值管理的角度对企业客户资本管理进行了分析。在价值管理模式下,通过客户资本细分矩阵可以对客户资本投资进行决策,通过价值创造——价值获取矩阵可以对客户资本价值管理活动进行评估。 相似文献
18.
分析了多媒体教学的特点,并结合作者在多媒体教学实践中的认识,基于VE思维,对其优缺点进行分析,提出改进教学模式、提高教学效果的方法和途径。 相似文献
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我国预算管理理论和实践综述 总被引:2,自引:1,他引:2
预算管理作为一种管理控制工具,在西方已经经历了四个发展阶段,其间传入我国。经过20多年的发展,预算管理已成为我国企业普遍应用的管理手段。从评述西方预算管理理论开始,重点探讨了预算管理理论在我国的应用。预算管理的实践和发展在我国可以分为四个方面:预算管理基础理论的建立,将预算管理理论和实务的紧密联系,与管理会计工具的整合,以及以创造价值为目标的预算管理。本文可为我国企业更好地运用全面预算管理这一管理会计工具提供借鉴。 相似文献
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Jennifer Martínez‐Ferrero José Valeriano Frías‐Aceituno 《Business Strategy and the Environment》2015,24(1):20-39
The aim of this paper is to clarify the relationship between companies' sustainable behavior and their financial performance (FP), which has been studied for several years without reaching a consensus on the effect and the direction of it. Hypotheses are tested for an unbalanced sample of 1960 multinational non‐financial listed companies from 25 countries and one administrative region for the period between 2002 and 2010. Due to the use of an international database and the differences among countries, it is possible to observe divergence between institutional settings. For this reason, a corporate governance system (Anglo‐Saxon, Germanic, Latin and Asian) is used as characteristic of the macro‐environment. Results obtained via the generalized method of moments estimator allow us to support the existence of a positive bidirectional relationship between corporate social responsibility and FP, evidencing the existence of a synergistic circle. The use of market value indicated that investors are able to identify economic, social and environmental practices generating a positive effect on FP. These relationships differ between corporate governance systems, due to the specific characteristics of each system. Findings are robust for each sustainable sub‐index (society, human rights, environmental and board). Copyright © 2013 John Wiley & Sons, Ltd and ERP Environment 相似文献