Motivated by a breast cancer research program, this paper is concerned with the joint survivor function of multiple event times when their observations are subject to informative censoring caused by a terminating event. We formulate the correlation of the multiple event times together with the time to the terminating event by an Archimedean copula to account for the informative censoring. Adapting the widely used two-stage procedure under a copula model, we propose an easy-to-implement pseudo-likelihood based procedure for estimating the model parameters. The approach yields a new estimator for the marginal distribution of a single event time with semicompeting-risks data. We conduct both asymptotics and simulation studies to examine the proposed approach in consistency, efficiency, and robustness. Data from the breast cancer program are employed to illustrate this research.
This study reports on New Zealand dairy farmers’ access to and use of information as mediated through conditions of risk and trust within the context of their interpersonal social networks. We located participants’ reports of their information use within their perceived environments of trust and risk, following Giddens's [1990. The consequences of modernity. Polity Press, Stanford, CA] typology of trust and risk in pre-modernity and modernity. The research participants were constant users of interpersonal and print information from numerous sources, and monitored their incoming data in the light of strategic needs, reflecting their roles as both farming practitioners and business owners. Socio-spatial knowledge networks (SSKNs) combine individuals’ explanatory cognitive models of information acquisition and use with a micro-geographical analysis of their interpersonal networks. The participants showed characteristics of pre-modern, modern and even post-modern society in respect of their use of complex interactional forms, as well as a blending of individualistic and communitarian practices and concerns in their professional and personal lives. 相似文献
"This article focuses on an analysis of the labour market status of recent MCIs [mainland Chinese immigrants to Canada], taking into account such factors as gender, educational attainment, language proficiency and period of arrival (or length of residence in Canada), and uses Metropolitan Toronto as a case study. The effect of each factor on MCIs' labour market status will be analysed separately, followed by two logit models examining the simultaneous effects of the factors and their relative importance." (SUMMARY IN FRE AND SPA) 相似文献
This analysis, based on 1978 data from official household registers, suggests that the 1983-2000 period will be critical for China's efforts to control population growth. If declines in the fertility rate are maintained, the possibility of stabilizing China's population at 800-900 million in the next century is feasible. If the population is to be kept under 1.2 billion by the year 2000, the general fertility rate must be lowered to 1.8 in 1985 and must decline 0.1 each 5 years thereafter until it reaches 1.5 in the year 2000. Once population growth is brought under control, it will be necessary to address consequent increases in the median age of the population. Those over 65 years of age will comprise 7.1-7.8% of the population in the year 2000, depending on whether fertility rates are low or high. The medium projection includes a population of 1.211 billion in the year 2000, approaching the peak value but allowing the fertility rate to rise slowly to guard against excessive aging of the population. The proportion of those over 65 years of age reaches a peak value of 20.2% in the year 2040. Overall, these projections suggest a "golden age" continuing until about 2020 in which the proportion of those both over 65 years and under 15 years will be rather low. The dependency ratio should begin to climb after 2020, reaching a peak in 2040 and stabilizing by 2070 at a level slightly higher than that existing today in developed countries. Since a rational age composition and a suitable decrease in the proportion of dependents are essential for economic growth, future analyses should focus on the quality of the population and not just population size. As long as birth rates continue to fall, the proportion of the dependent population will also fall and have a beneficial effect on China's economic development. 相似文献