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中国人民大学统计学院李扬教授及学生杨昊宇、俞昊辰就缺失数据变量选择问题在《Annals of Applied Statistics》发表论文(图))
李扬 数据分析 实验设计方法
2024/11/26
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。
山东大学管理学院林伟鹏教授在管理学期刊Journal of Applied Psychology发表最新研究成果
山东大学管理学院 林伟鹏 管理学 Journal of Applied Psychology
2021/5/20
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...
Can the Regenerative Method be Applied to Discrete-Event Simulations?
Regenerative Method Applied Discrete-Event Simulations
2015/7/8
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...
A Natural History Model of Stage Progression Applied to Breast Cancer
natural history model stage progression breast cancer SEER tumour growth
2015/7/6
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...
An economic model of a genetic resistance commons: Effects of market structure applied to biotechnology in agriculture
Pesticide resistance Pesticides Economics Biotechnology Agriculture Corn
2014/11/26
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...
Two-stage Benchmarking as Applied to Small Area Estimation
Two-stage Benchmarking as Applied to Small Area Estimation
2013/6/14
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 SARIMAX coupled modelling applied to individual load curves intraday forecasting
SARIMA(X) modelling Time series analysis Exogenous covariates Forecasting Seasonality Stationarity Individual load curve.
2012/9/18
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...
Prediction of default risk: An options-based approach applied to the Brazilian banking sector
banking credit risk default probability emerging markets financial regulation
2011/11/1
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.
A brief history of the Fail Safe Number in Applied Research
brief history the Fail Safe Number Applied Research
2010/10/19
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...
Product development through collaborative environments applied to tools
Collaborative environments communication injection moulds
2009/12/1
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...
Product development applied to collectors of recyclable materials: a case study in Florianopolis, Brazil
product development ergonomics recyclable residues
2009/12/1
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...
Lean approach applied to product development
Toyota production system lean principle product development lean development
2009/12/1
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...
The challenge of integrating applied research and product development process: Cases study
integration product development research and development home appliances petrochemical industry
2009/12/1
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...