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We will pursue a Bayesian nonparametric approach in the hierarchical mixture modelling of lifetime data in two situations: density estimation, when the distribution is a mixture of parametric densities with a nonparametric mixing measure, and accelerated failure time (AFT) regression modelling, when the same type of mixture is used for the distribution of the error term. The Dirichlet process is a popular choice for the mixing measure, yielding a Dirichlet process mixture model for the error; as an alternative, we also allow the mixing measure to be equal to a normalized inverse-Gaussian prior, built from normalized inverse-Gaussian finite dimensional distributions, as recently proposed in the literature. Markov chain Monte Carlo techniques will be used to estimate the predictive distribution of the survival time, along with the posterior distribution of the regression parameters. A comparison between the two models will be carried out on the grounds of their predictive power and their ability to identify the number of components in a given mixture density.  相似文献   
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This paper investigates whether free cash flow arguments or the internal capital market perspective better explains diversification decisions. Based on a unique panel of hand-collected data from listed and unlisted Italian firms for the 1980–2010 time period, the results of this study generally reveal the predominant role of the internal capital market arguments. The benefits of unrelated diversification, which include the avoidance of costly external financing, outweigh its costs, which involve opportunistic problems. Although the literature suggests two distinct forces concurrently affect diversification decisions, in the Italian context, financial benefits appear to be the prevailing motivation for unrelated diversification decisions. Furthermore, the internal capital market argument has a strong effect on decisions to engage in unrelated diversification, particularly with respect to firms that are sensitive to financial constraints.  相似文献   
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This study explores whether the association between living in a single-parent household and children’s educational outcomes differs by migration background through comparing natives with first- and second-generation migrant pupils from different areas of origin. While there is strong evidence of an educational gap between migrant and native pupils in Western countries—and particularly in Italy—the interaction with family structure has been under-investigated. We suggest that native children have more socioeconomic resources to lose as a consequence of parental breakups, and thus may experience more negative consequences from living in a single-parent household compared to migrant children, who tend to have poorer educational outcomes regardless of family disruptions. Moreover, for migrant children, family disruption could result from parents’ migratory project (transnationalism) rather than separation or divorce, thus not necessarily implying parental conflict and a deteriorating family environment. Empirical analyses of data from the ISTAT ‘Integration of the Second Generation’ survey (2015) show that native Italian pupils from single-parent households in lower secondary schools are more strongly penalised in terms of grades, and less likely to aspire to the most prestigious upper secondary tracks when compared to second- and, especially, first-generation children. Indeed, the latter have been found to experience virtually no negative consequences from parental absence. Contrary to expectations, we found no substantial differences in the non-intact penalty based on the reason for parental absence (transnationalism vs divorce), nor by migrants’ area of origin.Supplementary InformationThe online version contains supplementary material available at 10.1007/s10680-022-09638-z.  相似文献   
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Social Indicators Research - In this paper, we use the standardized mortality rates for 21 mutual exclusive causes of death to propose a composite index of US county-level health performances in...  相似文献   
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This article deals with the development of local welfare in Italy and is grounded on a research project focusing on activation as a main feature of change in Italian social policies. Along with decentralization processes, many Italian regions have been acting as policy laboratories, developing and testing very different approaches according to their political attitude. On the one hand this results in a fragmented policy landscape which is difficult to recompose, and, moreover, in growing inequalities in the Italian welfare system. On the other hand, it opens opportunities for experimentation on institutional and organizational structures on a regional scale, creating a variety of practices for research and policy analysis. In the article we first describe the main trends in national social policies, with a specific focus on the dynamics of change referring to activation. We will then focus on a pilot programme which is aiming at the promotion and implementation of innovative practices in health and social care services in Friuli‐Venezia Giulia, a region in which there is a significant orientation towards enhancing social citizenship and enforcing the central position of the public actor. We investigate how the dynamics of territorialization and personalization, implied by the programme, trigger specific logics and practices of activation. Finally, referring to this case study, we propose an analytical overview of some relevant issues in the development of ‘local active welfare’ in Italy.  相似文献   
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Drawing on seminal work by Nazio and Blossfeld (Eur J Popul 19(1):47–82, 2003) and Di Giulio and Rosina (Demogr Res 16(14):441–468, 2007), this paper tests whether the recent spread of cohabitation in Italy has followed the typical pattern of diffusion of innovation processes. In doing so, we contribute to the debate on the determinants of the emergence of “new” family behaviour. Following previous literature, innovative behaviour should spread initially through direct social modelling, i.e. interpersonal communication among highly selected individuals (peer effects). At later stages, the diffusion should spread through knowledge awareness of the innovation, i.e. communication with previous generations (pre-cohort effects), so that also less selected individuals are prone to adopt the new behaviour. In the specific Italian context—a Catholic, “familistic” setting, with high normative pressure and importance of parental approval—we surmise the influence of previous generations to be dominant. We use data from the “Family and Social Subjects” survey carried out by Istat (2009) and apply Event History Analysis in the form of competing-risks exponential models to study Italian women’s transition to cohabitation as first partnership. Results suggest that the most important driver of the spreading of cohabitation in Italy is represented by the degree of its diffusion among older cohorts. However, we find a positive and significant interaction between women’s education and peer effects at the onset of the phenomenon, in line with the Second Demographic Transition (SDT) hypothesis. Cohabitation is also more likely if parents experienced separation/divorce and, more generally, if the environment of the family of origin can be described as “SDT-friendly”.  相似文献   
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