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目前,针对广义线性模型下的缺失数据变量选择问题仍面临诸多挑战。本文通过广义估计方程将多重插补数据集间的相关性纳入至带有惩罚的变量选择模型,提出了基于多重插补数据的变量选择方法(PEE-MI)。本文证明了该方法具备变量选择的一致性和有效性,数值模拟和实证分析显示出该方法相较于已有方法具有优良的表现。
近日,山东大学齐鲁青年学者、管理学院领导力与组织管理系林伟鹏教授与合作者在管理学和应用心理学期刊Journal of Applied Psychology期刊(SSCI收录期刊,JCR 1区期刊,Financial Times金融时报认定的50个顶级期刊之一,5年影响因子8.068)发表题为“The Psychological Implications of COVID-19 on Employe...
This paper provides an overview of control function (CF) methods for solving the problem of endogenous explanatory variables (EEVs) in linear and nonlinear models. CF methods often can be justified in...
The regenerative method enjoys asymptotic properties that make it a highly desirable approach for steady-state simulation output analysis. It has been shown that virtually all discrete-event simulatio...
Invasive breast cancer is commonly staged as local, regional or distant disease. We present a stochastic model of the natural history of invasive breast cancer that quantifies (1) the relative rate th...
Genetic resistance resources represent an emerging class of environmental resources. These resources are the subject of increasing public interest, especially for resistance in agriculture and antibio...
There has been recent growth in small area estimation due to the need for more precise estimation of small geographic areas, which has led to groups such as the U.S. Census Bureau, Google, and the RAN...
A dynamic coupled modelling is investigated to take temperature into account in the individual energy consumption forecasting. The objective is both to avoid the inherent complexity of exhaustive SARI...
This article proposes a methodological framework to construct an early warning system for the Banking sector. It employs an options-based methodology to estimate default risk for six major Brazilian b...
It is an honor to comment on Prof. Efron’s latest contribution to the merging of frequentist and Bayesian thinking into a harmonious (even if not strictly coherent) statistical viewpoint.
Rosenthal's (1979) Fail-Safe-Number (FSN) is probably one of the best known statistics in the context of meta-analysis aimed to estimate the number of unpublished studies in meta-analyses required to...
Information exchange among teams involved in product development is and should be increasingly encouraged and supported by shared development tools. The emergence of collaborative project environments...
The manual hoisting of loads continues to be an activity requiring attention in view of the harmful effects it exerts on the human body. Collectors of recyclable materials are still a key factor in th...
The various competitive advantages of the application of the principles of the Toyota Production System (TPS), or simply Lean Principle, have created for the companies the need to adapt product design...
New products development has a growing strategic role within companies, and the technological development should be articulated with the product development process, which will have to incorporate t...

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