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1.
Bayesian and Frequentist Inference for Ecological Inference: The R×C Case   总被引:1,自引:1,他引:1  
In this paper we propose Bayesian and frequentist approaches to ecological inference, based on R × C contingency tables, including a covariate. The proposed Bayesian model extends the binomial-beta hierarchical model developed by K ing , R osen and T anner (1999) from the 2×2 case to the R × C case. As in the 2×2 case, the inferential procedure employs Markov chain Monte Carlo (MCMC) methods. As such, the resulting MCMC analysis is rich but computationally intensive. The frequentist approach, based on first moments rather than on the entire likelihood, provides quick inference via nonlinear least-squares, while retaining good frequentist properties. The two approaches are illustrated with simulated data, as well as with real data on voting patterns in Weimar Germany. In the final section of the paper we provide an overview of a range of alternative inferential approaches which trade-off computational intensity for statistical efficiency.  相似文献   

2.
    
Survey calibration (or generalized raking) estimators are a standard approach to the use of auxiliary information in survey sampling, improving on the simple Horvitz–Thompson estimator. In this paper we relate the survey calibration estimators to the semiparametric incomplete‐data estimators of Robins and coworkers, and to adjustment for baseline variables in a randomized trial. The development based on calibration estimators explains the “estimated weights” paradox and provides useful heuristics for constructing practical estimators. We present some examples of using calibration to gain precision without making additional modelling assumptions in a variety of regression models.  相似文献   

3.
    
To make causal inferences from observational data, researchers have often turned to matching methods. These methods are variably successful. We address issues with matching methods by redefining the matching problem as a subset selection problem. Given a set of covariates, we seek to find two subsets, a control group and a treatment group, so that we obtain optimal balance, or, in other words, the minimum discrepancy between the distributions of these covariates in the control and treatment groups. Our formulation captures the key elements of the Rubin causal model and translates nicely into a discrete optimization framework.  相似文献   

4.
How does CEO political ideology influence the pay disparity between a CEO and typical firm employees? Drawing on the upper echelons theory, we postulate that politically liberal CEOs are more inclined to address within-firm vertical pay disparity versus conservative or neutral CEOs, because liberals attend more closely to potential inequality issues and are more open to social changes. We furthermore contend that the effect of CEO political ideology varies across certain contextual factors. Results based on a sample of United States public firms support our arguments. Our study contributes to the literature on income inequality by highlighting CEO political ideology as a crucial determinant and investigating the boundary conditions.  相似文献   

5.
In traditional social research, it is customary to assume that the birth cohort, period and age are scaled as follows: cohort = period – age. Starting from this constraint, the joint analysis of the three effects is not estimable, as one phenomenon is completely determined by the remaining two. In this study we will see how, in given situations, the use of the concept of political generation, to replace the cohort concept normally used, allows us to overcome this obstacle and how in this case estimable models may easily be created.  相似文献   

6.
文章从思想观念的转变、思想政治工作科学性的理解、良好的学习环境等3个方面探讨了如何加强政工干部的“内功”锻炼。  相似文献   

7.
    
The paper provides a new and more explicit formulation of the assumptions needed by the ordinary ecological regression to provide unbiased estimates and clarifies why violations of these assumptions will affect any method of ecological inference. Empirical evidence is obtained by showing that estimates provided by three main ecological inference methods are heavily biased when compared with multilevel logistic regression applied to a unique set of individual data on voting behaviour. The main findings of our paper have two important implications that can be extended to all situations where the assumptions needed to apply ecological inference are violated in the data: (i) only ecological inference methods that allow one to model the effect of covariates have a chance to produce unbiased estimates, and (ii) there are certain data generating mechanisms producing a kind of bias in ecological estimates that cannot be corrected by modelling the effect of covariates.  相似文献   

8.
From 1944 to 1986, 19 states held 27 referendums on right-to-work legislation, with 22.5 million people voting on the proposals. Despite its prominence as a public issue, most research on right-to-work laws focuses on their industrial relations impacts, and not on employees’ individual rights to refrain from joining unions or those same employees’ responsibilities to support their bargaining unit representative. Nor has there been any research on what citizen groups determine those rights and responsibilities in a right-to-work referendum. This study explores a potential operational model of anti-right-to-work voting with a multiple regression analysis of Missouri’s 1978 right-to-work election results, and hopes to serve as a stimulus to additional research on these particular dimensions of the right-to-work issue.  相似文献   

9.
    
Previous studies have discouraged the use of the Cox proportional hazards (PH) model for traditional mediation analysis as it might provide biased results. Accelerated failure time (AFT) models have been proposed as an alternative for Cox PH models. In addition, the use of the potential outcomes framework has been proposed for mediation models with time-to-event outcomes. The aim of this paper is to investigate the performance of traditional mediation analysis and potential outcomes mediation analysis based on both the Cox PH and the AFT model. This is done by means of a Monte Carlo simulation study and the illustration of the methods using an empirical data set. Both the product-of-coefficients method of the traditional mediation analysis and the potential outcomes framework yield unbiased estimates with respect to their own underlying indirect effect value for simple mediation models with a time-to-event outcome and estimated based on Cox PH or AFT.  相似文献   

10.
大学管理中辅导员思想政治工作能力的需求分析   总被引:1,自引:0,他引:1  
赵福国  任岩 《企业技术开发》2009,28(10):172-173
高校学生辅导员思想政治工作能力培养的构成。从政治理论的理解能力、国情和世情敏锐的判断能力、学生的思想状态的洞察能力、学生的心理问题的辅导能力、思想政治工作方法的选择能力这五个方面对当前高校学生辅导员的思想政治工作能力提出要求。  相似文献   

11.
ABSTRACT

The traditional literature regarding social entrepreneurship does not question the political dimension. On the contrary, it tends to de-politicize societal issues. A growing number of researchers underline how this perspective cannot address the complexity and the dialogical nature of social entrepreneurship. However, while there may be a case for incorporating a political perspective, there is currently no conceptual framework to systematically inform an empirical exploration of the role played by the political vision of entrepreneurs. In this paper, we use the concept of political ideology to offer a solid framework to show how politics can shape social entrepreneurs’ motivations. More precisely we identify three political profiles – anti-statist, reformist and neoliberal – which shape the motives to engage in social entrepreneurship. We take an embedded case study approach of 17 social entrepreneurs involved in a social innovation boot camp and reveal the existence of both, left and right-wing approaches in social entrepreneurship.  相似文献   

12.
聚焦我国非国有控股主板上市公司,严格筛选样本,构造精确断点回归模型,专注研究我国全面内部控制评价和披露政策本身的因果干预效应。研究发现,我国的内部控制强制披露政策有正的干预效应,内部控制政策的实施使得公司对资源的利用效率和效果得以提高,合规本身对企业来讲意义重大。建议进一步推进我国上市公司全面内部控制建设和披露工作,将强制实施范围扩展到非主板上市公司,在全部上市公司范围内实施内部控制强制披露和审计。  相似文献   

13.
    
We establish the inferential properties of the mean-difference estimator for the average treatment effect in randomised experiments where each unit in a population is randomised to one of two treatments and then units within treatment groups are randomly sampled. The properties of this estimator are well understood in the experimental design scenario where first units are randomly sampled and then treatment is randomly assigned but not for the aforementioned scenario where the sampling and treatment assignment stages are reversed. We find that the inferential properties of the mean-difference estimator under this experimental design scenario are identical to those under the more common sample-first-randomise-second design. This finding will bring some clarifications about sampling-based randomised designs for causal inference, particularly for settings where there is a finite super-population. Finally, we explore to what extent pre-treatment measurements can be used to improve upon the mean-difference estimator for this randomise-first-sample-second design. Unfortunately, we find that pre-treatment measurements are often unhelpful in improving the precision of average treatment effect estimators under this design, unless a large number of pre-treatment measurements that are highly associative with the post-treatment measurements can be obtained. We confirm these results using a simulation study based on a real experiment in nanomaterials.  相似文献   

14.
在市场经济改革不断深入的新形势下,针对职工思想道德建设方面出现的新问题、新情况和新矛盾,认真研究和把握职工思想状况及其变化规律,提高职工思想政治工作的针对性和有效性,增强思想政治工作的凝聚力、向心力、公信力、影响力,是每一位思想政治工作者应该探索的课题。  相似文献   

15.
新形势下单位思想政治工作创新的研究   总被引:1,自引:0,他引:1  
王昊 《企业技术开发》2009,28(10):111-112
"思想政治工作是经济工作和其他一切工作的生命线,是我们党和社会主义国家的重要政治优势。"在我国改革开放和社会主义建设事业迅猛发展,尤其是在科技体制改革日益深入的形势下,如何加强和改进单位的思想政治工作,是摆在我们面前的一个重要课题。本文按照提出问题、分析问题、解决问题的思路,从做好思想政治工作的重要性,探索思想政治工作新思路,做好单位思想政治工作的对策和方法三方面做了细致的分析。  相似文献   

16.
The Directed Acyclic Graph (DAG) theory of causation is based on the assumption that randomly sampling the variables of a causal system will yield a joint probability distribution that satisfies the Markovian condition. It is shown here that this condition can be split into two parts, one of which is named the Millsian condition. It is further shown that the Millsian condition alone implies that causally unrelated sets of variables are conditionally independent given their common causes, very likely a key requirement stated by John Stuart Mill 150 years ago. In Millsian causation, unlike Markovian causation, it is possible for an indirect cause to be associated with its effect even when controlling for the intermediate direct causes. This phenomenon is explained by taking into account the existence of potential causal modulation.  相似文献   

17.
PRE-TEST ESTIMATION AND TESTING IN ECONOMETRICS: RECENT DEVELOPMENTS   总被引:2,自引:0,他引:2  
Abstract. This paper surveys a range of important developments in the area of preliminary-test inference in the context of econometric modelling. Both pre-test estimation and pre-test testing are discussed. Special attention is given to recent contributions and results. These include analyses of pre-test strategies under model mis-specification and generalised regression errors; exact sampling distribution results; and pre-testing inequality constraints on the model's parameters. In many cases, practical advice is given to assist applied econometricians in appraising the relative merits of pre-testing. It is shown that there are situations where pre-testing can be advantageous in practice  相似文献   

18.
    
2K factorial designs are widely adopted by statisticians and the broader scientific community. In this short note, under the potential outcomes framework, we adopt the partial identification approach and derive the sharp lower bound of the sampling variance of the estimated factorial effects, which leads to an “improved” Neymanian variance estimator that mitigates the overestimation issue suffered by the classic Neymanian variance estimator.  相似文献   

19.
首先简述了现有的常用供应链管理方法与绩效评估方法及其存在的不足,然后详细介绍了因果分析法及其在供应链管理绩效评估中的具体应用与优越性。  相似文献   

20.
    
Serious problem projects (SPPs) often occur, particularly in a system integration environment, and it is difficult to prevent them, since the relationships among phenomena that occur throughout the project life cycle are extremely complicated. Our goal is to make it easier to identify major risks by distinguishing phenomena that are sources of future SPPs from phenomena observed in actual field projects. By choosing several events whose causal relation is known to be cyclic, we constructed a causal model and clarified that it can contribute to the easier recognition of SPPs empirically, by analyzing actual SPP cases.  相似文献   

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