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结构性零和零膨胀模型(英文) 被引量:3
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作者 贺华 Wan TANG +1 位作者 Wenjuan WANG Paul CRITS-CHRISTOPH 《上海精神医学》 2014年第4期236-242,共7页
在社会心理学和行为学的研究中,记录某些健康或行为结果发生频率的计数中(如在一段时间内无防护措施的性行为的次数)往往含有大量的零,这是因为当某些对象对于某种研究行为没有危险时就会产生"结构性零"。不像随机零(结果可... 在社会心理学和行为学的研究中,记录某些健康或行为结果发生频率的计数中(如在一段时间内无防护措施的性行为的次数)往往含有大量的零,这是因为当某些对象对于某种研究行为没有危险时就会产生"结构性零"。不像随机零(结果可以是大于零,但是也可能由于样本变异性而成为零),结构性零在统计和临床上通常是非常不同的。如果两种类型零的差异被忽略,就可能会导致对结果和研究发现的错误解释。然而在实践中,结构性零经常会没有被观察到而这种潜在性使数据分析复杂化了。在这篇文章中,我们专注于一种模式,即通常用于解决零膨胀数据的零膨胀泊松(Zero-inflated Poisson,ZIP)回归模型。首先,我们对结构性零和ZIP模型做一个简要概述。然后我们以一项青春期少女艾滋病高危性行为的研究数据来阐述ZIP模型。文中还附有SAS和Stata的示例代码,以帮助运行和解释ZIP分析。 展开更多
关键词 计数反应 结构性零 随机零 零膨胀模型
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精神医学中的生物统计学(15) 对观察性数据和聚类数据应用生存分析评估个体和环境的自杀危险因素(英文) 被引量:1
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作者 Kerry Louise KNOX Alina BAJORSKA +3 位作者 Changyong FENG Wan TANG Pan WU Xin Ming TU 《上海精神医学》 2013年第3期183-194,共12页
1.Introduction Survival analysis concerns the time from a well-defined origin to some event of interest, such as the time from surgery to death of a cancer patient, the time from wedding to divorce, and the time betwe... 1.Introduction Survival analysis concerns the time from a well-defined origin to some event of interest, such as the time from surgery to death of a cancer patient, the time from wedding to divorce, and the time between the first and second suicide attempts.Although originated in research on the active lifetime of light bulbs and other electric devices, modern applications of survival analysis include many non-survival events.Thus, survival analysis may be more appropriately called the time-to-event analysis. 展开更多
关键词 生存分析 危险因素 评估 环境 集群 观测 事件分析 癌症患者
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精神医学中的生物统计学(16) 把握度分析在横断面研究和纵向研究设计中的应用(英文) 被引量:1
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作者 Naiji LU Yu HAN +4 位作者 Tian CHEN Douglas David GUNZLER Yinglin XIA Julia LIN Xin Ming TU 《上海精神医学》 2013年第4期259-262,共4页
1.Introduction Power and sample size estimation constitutes an important component of designing and planning modern scientific studies.It provides information for assessing the feasibility of a study to detect treatme... 1.Introduction Power and sample size estimation constitutes an important component of designing and planning modern scientific studies.It provides information for assessing the feasibility of a study to detect treatment effects and for estimating the resources needed to conduct the project.This tutorial discusses the basic concepts of power analysis and the major differences between hypothesis testing and power analyses.We also 展开更多
关键词 功率分析 横断面 设计 组成部分 现代科学 治疗效果 假设检验 功耗分析
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The prolactin receptor(PRLR)gene is linked to and associated with the comorbidity of depression and type 2 diabetes in Italian families
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作者 Mutaz Amin Rongling Wu +1 位作者 Teodor T.Postolache Claudia Gragnoli 《Genes & Diseases》 SCIE CSCD 2024年第3期15-17,共3页
Major depressive disorder(MDD)and type 2 diabetes(T2D)are two common complex multifactorial disorders that share several genetic and environmental risk factors such as hypercortisolism and related genes'riskvarian... Major depressive disorder(MDD)and type 2 diabetes(T2D)are two common complex multifactorial disorders that share several genetic and environmental risk factors such as hypercortisolism and related genes'riskvariants within the stress response and the neuroendocrine hypothalamicpituitary axis.Under stress,the pituitary gland releases prolactin(PRL),whose effects are pleiotropic and include mood control and insulin secretion from the beta cells.1 Variations in the prolactin receptor(PRLR)gene are associated in rodent models with stress level,depressionlike behavior,2 and hepatic insulin sensitivity3 and in humans with maternal glucose homeostasis and gestational diabetes. 展开更多
关键词 diabetes PROLACTIN PITUITARY
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The role of melatonin receptor 1B gene(MTNR1B)in the susceptibility to depression and type 2 diabetes comorbidity
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作者 Mutaz Amin Benjamin Rafla +2 位作者 Rongling Wu Teodor T.Postolache Cclaudia Gragnoli 《Genes & Diseases》 SCIE CSCD 2024年第3期113-115,共3页
Melatonin is an endogenous monoamine hormone secreted by the pineal gland.Melatonergic signaling has been shown to play a role in circadian rhythm regulation,lipid and glucose metabolism,and obesity,and it has anti-in... Melatonin is an endogenous monoamine hormone secreted by the pineal gland.Melatonergic signaling has been shown to play a role in circadian rhythm regulation,lipid and glucose metabolism,and obesity,and it has anti-inflammatory and antioxidant properties.The melatonin receptor 1B gene(MTNR1B)is expressed in,among other tissues,the brain and pancreatic beta cells,and risk variants for T2D have been reported as impairing early insulin secretion and increasing fasting glucose levels.^(1) Variants in the MTNR1B gene also have been reported in patients with depression(MDD). 展开更多
关键词 MTNR1B METABOLISM properties.
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