The deterioration of bank profitability poses a threat not only to the interests of consumers and internal staff members but also affects investors who may equally suffer from significant financial losses. It is important to establish an effective system which assists investors in their investment choices. In prior literature, traditional models have been developed, but achieved short‐term performances such as logistic regression and discriminant analysis. This paper applies a partial least squares discriminant analysis (PLS‐DA) to distinguish between conventional and Islamic banks in the Middle East and North Africa (MENA) region based on the financial information for the period 2005–2011. This method can successfully identify the non‐linearity and correlations between financial indicators. The results demonstrate superior performance of the proposed method. On one hand, our model can select all financial ratios to distinguish between banks and at the same time identify the most important variables in the distinction process. On the other hand, the proposed model has high levels in terms of accuracy and stability. 相似文献
In this paper, we seek to examine the effect of the presence of long memory on the dependence structure between financial returns and on portfolio optimization. First, we focus on the dependence structure using copulas. To select the best copula, in addition to the goodness of fit tests, we employ a graphical method based on visual comparison of the fitted copula density and the smoothed copula density estimated by wavelets. Moreover, we check the stability of the copula parameter. The empirical results show that the long memory affects the dependence structure. Second, we analyze the impact of this dependence structure on the optimal portfolio. We propose a new approach based on minimizing the Conditional Value at Risk and assuming that the dependence structure is modeled by the copula parameter. The empirical results show that our approach outperforms the traditional minimizing variance approach, where the dependence structure is represented by the linear correlation coefficient. 相似文献
This study investigates whether ‘prestigious’ multiple board membership is positively associated with firm performance. We employ Resource Dependency theory to explain why performance outcomes may be improved by the presence of ‘prestigious’ multiple directorships. Our analysis relies on extensive hand‐collected data on New Zealand company directorships. The results support the contention that ‘prestigious’ multiple directorships are related to better accounting and market performance. Conclusions reflect upon how Resource Dependency theory informs this phenomenon and how ‘prestigious’ board members may be a valuable resource for firms. We also reveal how these findings expose a new avenue for board governance research. 相似文献
We show in this paper that, depending on the initial distribution of material wealth and that of individuals' abilities, economies converge in the long run towards different proportions of the skilled workforce and different levels of average wealth. We also show that the growth process raises net economic mobility, the long-run proportion of the skilled population and the long-run levels of wealth held by both rich and poor dynasties. Unless the income tax rate is too high, the increase in total public funds is associated, in the long run, with higher net mobility, a larger fraction of the skilled workers and higher levels of wealth of all the dynasties. In addition, the reallocation of public expenditures from basic to advanced education can result in lower mobility, a lower long-run size of the skilled workforce, and a lower long-run level of wealth held by rich dynasties, if the transfer of resources comes at the expense of excessively lowering the quality of education at the basic schooling level. 相似文献
This study investigates the impacts of negative economic shocks on child schooling in households of rural Malawi, one of the poorest countries in sub-Saharan Africa. Both individually-reported and community-level shocks are investigated. There is evidence that community-level shocks negatively impact the school enrolment of children. The point estimates suggest that this effect is larger when shocks and school enrolment are reported by men as compared with women. However, we cannot conclude with statistical confidence that the impact of idiosyncratic shocks is larger when reported by males than when reported by females. Similarly, although the point estimates suggest that the impact of community-level shocks on the school enrolment of children is larger than that of idiosyncratic shocks, we cannot conclude with statistical significance that the impacts of community-level and idiosyncratic shocks are different. 相似文献
Currently, there is an increased interest in promoting climate-smart agricultural practices (CSAPs) around the globe, however, application of these practices may vary for different climate risk hotspots. Although, climate field schools (CFS) are conducted with the aim of empowering farmers with knowledge on the various agricultural practices, little attention has been devoted to building the capacity of smallholder farmers to facilitate adoption of appropriate CSAPs. Given the effects of climate change on agriculture, it is fundamental for agricultural sustainability to answer the question that has hardly benefited from empirical analysis in previous land use studies, which is: Do CFS build farmers' capacity to adopt CSA in flood prone areas? Cross-sectional data from 600 rural farm households in south Bangladesh is used and the recursive bivariate probit (RBP) is applied to address this knowledge gap. The results reveal that participation in CFS increases the probability of a farmer's soil salinity consciousness by 25% and eventually improves the probability to adopt climate-smart agricultural practices by 20%. We also analyzed the spillover effects of CFS participation on CSA adoption and found that there is a strong spillover effect which has important implications on the cost effectiveness and sustainability of the program. Overall, the study provides empirical evidence demonstrating that participatory approaches stimulate adoption of appropriate CSAPs by building farmers' capacity in recognizing the existing climate risk hotspots. 相似文献
Stock markets worldwide have witnessed high volatility during the year 2020 owing to the eruption of Covid-19. Due to the world’s unprecedented economic challenges, this study could potentially guide financial advisors and individual investors in dealing with pandemics. An association between investors’ perception toward the intensity of Covid-19 and heuristic biases is analyzed using the responses of 290 stock investors of National Capital Region (NCR), India. The data are validated through Cronbach’s alpha, and the model fit is analyzed using EFA. Confirmatory factor analysis (CFA) is employed to investigate the relationship between Covid-19 and heuristic biases. Covid-19 does not have any influence on the overconfidence of investors. A significant positive relationship is found between Covid-19 and the remaining three heuristics, i.e., availability, anchoring, and representativeness. The present study analyzes the association between Covid-19 and specific investors’ bias only and should not be interpreted for causality. The study has the potential to guide investors in understanding the errors they are making while investing during the pandemic and the ways to deal with them. The study could provide insights to the financial advisors in understanding their customers. The implications of the study may include inputs of the errors committed by them during the pandemic. Despite the fact that an enormous amount of literature exists in the field of investors’ sentiment, a scarcity of literature is available that measures the relationship between heuristic biases and the perceived impact of the pandemic. The current study attempts to fill this gap in the literature.
This article has been retracted: please see Elsevier Policy on Article Withdrawal (http://www.elsevier.com/locate/withdrawalpolicy).This article has been retracted at the request of the Editor and the Publisher.After a thorough investigation, the Publisher has concluded that the Editor was misled into accepting this article based upon the positive advice of at least one faked reviewer report. The report was submitted from a fictitious email account which was provided to the Editor by the corresponding author during the submission of the article. The corresponding author, Dr Zaman, wishes to admit sole responsibility and to state that his co-authors were not aware of his actions.This manipulation of the peer-review process represents a clear violation of the fundamentals of peer review, our publishing policies, and publishing ethics standards. Apologies are offered to the reviewers whose identities were assumed and to the readers of the journal that this deception was not detected during the submission process. 相似文献
Fuzzy conceptualization of privation has been a step closer to more realistic handling of poverty. However, fuzzy approaches to poverty are still grounded on parametric axioms. Moreover, construction of poverty lines within these approaches still relies on ad‐hoc methods. In this paper, we advance instead a fuzzy procedure based on the non‐parametric bootstrap method, allowing us to depict fuzzy unidimensional privation states with boundaries drawn spontaneously from data. Fuzzy non‐parametric measures of privation within each state as well as a collective fuzzy non‐parametric index of poverty are derived, along with their corresponding confidence intervals. The new approach is applied to the analysis of poverty in Tunisia in 2005. 相似文献