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log-normal脆弱模型下集群失效时间数据的非参数估计方法与应用
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作者 赵雅梅 黄希芬 潘东东 《中国卫生统计》 北大核心 2025年第4期566-569,579,共5页
目的 构建适用于集群失效时间数据的log-normal脆弱模型的非参数极大似然估计方法。方法 采用基于MM(minorization-maximization)算法原理的非参数极大似然估计方法,建立适用于集群失效时间数据的log-normal脆弱模型的非参数估计算法框... 目的 构建适用于集群失效时间数据的log-normal脆弱模型的非参数极大似然估计方法。方法 采用基于MM(minorization-maximization)算法原理的非参数极大似然估计方法,建立适用于集群失效时间数据的log-normal脆弱模型的非参数估计算法框架。结果 log-normal脆弱模型既考虑了集群内失效时间的相依性,又考虑了不同个体间的异质性。模拟结果显示,该方法可以用来分析具有高维协变量的集群失效时间数据,且具有良好的效果。将log-normal脆弱模型应用到慢性肉芽肿患者反复感染的数据集,客观评价了慢性肉芽肿患者反复感染的影响因素。结论 log-normal脆弱模型的MM非参数估计算法对集群失效时间数据具有良好的估计效果。本研究对医学领域处理高维集群失效时间数据具有重要意义。 展开更多
关键词 log-normal脆弱模型 MM算法 集群失效时间数据
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Log-normal湍流信道中超奈奎斯特传输系统的误码性能 被引量:13
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作者 曹明华 武鑫 +1 位作者 杨顺信 贾科军 《光学精密工程》 EI CAS CSCD 北大核心 2020年第2期465-473,共9页
超奈奎斯特传输理论与调制技术相结合,可有效提高系统的频谱效率。本文将超奈奎斯特理论引入大气激光通信系统,构建了一种适合于log-normal湍流信道的超奈奎斯特光传输系统,推导了QPSK调制方式下超奈奎斯特大气光传输系统平均误码率的... 超奈奎斯特传输理论与调制技术相结合,可有效提高系统的频谱效率。本文将超奈奎斯特理论引入大气激光通信系统,构建了一种适合于log-normal湍流信道的超奈奎斯特光传输系统,推导了QPSK调制方式下超奈奎斯特大气光传输系统平均误码率的表达式,利用蒙特卡洛仿真进一步分析了该系统的误码性能及频谱效率。结果表明:采用超奈奎斯特技术方案可以较大幅度提升大气光传输系统的频谱效率,当SNR为18 dB,S.I.为0.4时其频谱效率可以达到1.7 Baud/Hz,而未采用超奈奎斯特技术时只有1.56 Baud/Hz。另一方面,大气湍流对超奈奎斯特系统误码性能的影响较明显,当S.I.为0.4,BER为3.8×10^-3时,信噪比恶化了约1 dB。相对于频谱效率的提升,误码性能的恶化是能够接受的。因此,可以将FTN技术引入大气光传输系统来提高系统的频谱效率。 展开更多
关键词 超奈奎斯特 log-normal湍流信道 大气激光通信 误码率性能 频谱效率
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Poisson Log-normal回归模型的影响评价(英文)
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作者 李泽慧 赵为华 谢晓方 《昆明理工大学学报(自然科学版)》 CAS 北大核心 2013年第4期102-108,共7页
本文利用EM算法研究了来自于Lognormal分布权重的混合Poisson模型,即Poisson Lognormal回归模型,从而利用基于完全数据似然函数的条件期望进行影响评价.基于数据删除模型和局部影响分析方法,分别得到了广义Cook距离、Q距离和三种不同扰... 本文利用EM算法研究了来自于Lognormal分布权重的混合Poisson模型,即Poisson Lognormal回归模型,从而利用基于完全数据似然函数的条件期望进行影响评价.基于数据删除模型和局部影响分析方法,分别得到了广义Cook距离、Q距离和三种不同扰动模型下的正则曲率度量等诊断统计量. 展开更多
关键词 POISSON log-normal回归 EM算法 局部影响分析 数据删除 Gauss—Hermite积分
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变环境不同阶段下Log-normal分布缺失数据的可靠性估计
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作者 李丽 胡尧 邓春霞 《中外企业家》 2015年第5期69-70,73,共3页
本文研究了变环境不同阶段Log-normal分布下,观测数据中包含缺失数据的情形下的可靠性估计问题。通过EM算法估计参数以及可靠性,最后通过模拟研究验证了本文方法的可行性。
关键词 变环境 不同阶段 log-normal分布 缺失数据
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情绪健康的测量:Wong和Law情绪智力量表的修订及其信效度评价
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作者 肖蓉 吕夏 《南方医科大学学报》 北大核心 2025年第10期2191-2198,共8页
目的对Wong和Law情绪智力量表(WLEIS)中文版进行修订并评价其测量学性能。方法对Wong和Law情绪智力量表(WLEIS)中文版的11个条目内容表述进行了修改,形成了Wong和Law情绪智力量表中文修订版(WLEIS-CR),使用广泛性焦虑障碍量表(GAD-7)、... 目的对Wong和Law情绪智力量表(WLEIS)中文版进行修订并评价其测量学性能。方法对Wong和Law情绪智力量表(WLEIS)中文版的11个条目内容表述进行了修改,形成了Wong和Law情绪智力量表中文修订版(WLEIS-CR),使用广泛性焦虑障碍量表(GAD-7)、9条目病人健康问卷(PHQ-9)和心盛量表(FS)为效标对1546名成年被试进行施测,对192名大学生被试进行重测,用所得数据对WLEIS-CR进行项目分析、验证性因素分析、信度、效度检验和等值性检验。结果WLEIS-CR的16个项目鉴别力指数均在0.4以上(r=0.570~0.764,P<0.001);验证性因素分析所得结构方程模型具有良好的拟合度(χ^(2)/df=4.610,GFI=0.965,PGFI=0.674,RMR=0.028,NFI=0.975,CFI=0.980,RMSEA=0.048)。WLEIS-CR与FS、GAD-7,PHQ-9的效标相关分别为0.674、-0.347、-0.368(P<0.001)。WLEIS-CR总量表α系数为0.913,各分量表的α系数在0.867~0.916之间,总量表的分半信度为0.956,各分量表的分半信度在0.865~0.924之间。总量表的重测信度为0.701,各因子的重测信度在0.610~0.684之间。制定并检验了WLEIS-CR结果解释标准,情绪智力为低水平者占7.6%、较低水平者占19.3%、中等水平占22.3%、较高水平占34.3%、很高水平占16.5%。WLEIS-CR具有跨性别、跨年龄和跨身份的等值性。结论WLEIS-CR具有良好的信、效度和测量等值性,适用于对中国成年人的情绪智力进行评估,测量他们的情绪健康状况。 展开更多
关键词 情绪健康 情绪智力 Wong和law情绪智力量表 信度 效度 测量等值
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一种估算三参数log-normal分布参数的近似方法 被引量:1
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作者 王立君 《数理统计与管理》 CSSCI 北大核心 1999年第2期40-43,共4页
三参数(log-normal)分布在可靠性工程中有广泛应用,但其分布参数的估计较为困难。为解决这一问题,本文将极大似然法引入其概率图。
关键词 log-normal分布 参数估计 近似法 估算 可靠性
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A new car-following model yielding log-normal type headways distributions 被引量:1
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作者 李力 王法 +2 位作者 姜锐 胡坚明 吉岩 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第2期180-185,共6页
Modeling time headways between vehicles has attracted increasing interest in the traffic flow research field recently, because the corresponding statistics help to reveal the intrinsic interactions governing the vehic... Modeling time headways between vehicles has attracted increasing interest in the traffic flow research field recently, because the corresponding statistics help to reveal the intrinsic interactions governing the vehicle dynamics. However, most previous micro-simulation models cannot yield the observed log-normal distributed headways. This paper designs a new car-following model inspired by the Galton board to reproduce the observed time-headway distributions as well as the complex traffic phenomena. The consistency between the empirical data and the simulation results indicates that this new car-following model provides a reasonable description of the car-following behaviours. 展开更多
关键词 traffic flow CAR-FOLLOWING log-normal distribution
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Efficient Mean Estimation in Log-normal Linear Models with First-order Correlated Errors
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作者 Zhang Song Wang De-hui 《Communications in Mathematical Research》 CSCD 2013年第3期271-279,共9页
In this paper, we propose a log-normal linear model whose errors are first-order correlated, and suggest a two-stage method for the efficient estimation of the conditional mean of the response variable at the original... In this paper, we propose a log-normal linear model whose errors are first-order correlated, and suggest a two-stage method for the efficient estimation of the conditional mean of the response variable at the original scale. We obtain two estimators which minimize the asymptotic mean squared error (MM) and the asymptotic bias (MB), respectively. Both the estimators are very easy to implement, and simulation studies show that they are perform better. 展开更多
关键词 log-normal first-order correlated maximum likelihood two-stage estimation mean squared error
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Linear Maximum Likelihood Regression Analysis for Untransformed Log-Normally Distributed Data
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作者 Sara M. Gustavsson Sandra Johannesson +1 位作者 Gerd Sallsten Eva M. Andersson 《Open Journal of Statistics》 2012年第4期389-400,共12页
Medical research data are often skewed and heteroscedastic. It has therefore become practice to log-transform data in regression analysis, in order to stabilize the variance. Regression analysis on log-transformed dat... Medical research data are often skewed and heteroscedastic. It has therefore become practice to log-transform data in regression analysis, in order to stabilize the variance. Regression analysis on log-transformed data estimates the relative effect, whereas it is often the absolute effect of a predictor that is of interest. We propose a maximum likelihood (ML)-based approach to estimate a linear regression model on log-normal, heteroscedastic data. The new method was evaluated with a large simulation study. Log-normal observations were generated according to the simulation models and parameters were estimated using the new ML method, ordinary least-squares regression (LS) and weighed least-squares regression (WLS). All three methods produced unbiased estimates of parameters and expected response, and ML and WLS yielded smaller standard errors than LS. The approximate normality of the Wald statistic, used for tests of the ML estimates, in most situations produced correct type I error risk. Only ML and WLS produced correct confidence intervals for the estimated expected value. ML had the highest power for tests regarding β1. 展开更多
关键词 HETEROSCEDASTICITY MAXIMUM LIKELIHOOD Estimation LINEAR Regression Model log-normal Distribution Weighed LEAST-SQUARES Regression
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Suppression of Log-Normal Distributed Weather Clutter Observed by an S-Band Radar
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作者 Shuji Sayama Seishiro Ishii 《Wireless Engineering and Technology》 2013年第3期125-133,共9页
We have observed weather clutter containing targets (ships) using an S-band radar with a frequency 3.05 GHz, a beam width 1.8°, and a pulsewidth 0.5 μs. To investigate the weather clutter amplitude statistics, w... We have observed weather clutter containing targets (ships) using an S-band radar with a frequency 3.05 GHz, a beam width 1.8°, and a pulsewidth 0.5 μs. To investigate the weather clutter amplitude statistics, we introduce the Akaike Information Criterion (AIC). We have found that the weather clutter amplitudes obey the log-normal, Weibull, and log-Weibull distributions with the shape parameters of 0.308 to 0.470, 4.42 to 4.51, and 15.91 to 16.44, respectively, for small data within the beam width of an antenna. We have proposed the log-normal/CFAR circuit modified a Cell-Averaging (CA) LOG/CFAR circuit. It is found that weather clutter is suppressed with improvement of 51.58 dB by log-normal/CFAR. As a result, we have showed that weather clutter observed by S-band radar does not obey the Rayleigh distribution and our log-normal/CFAR circuit has an effect on suppression of clutter and detection of target, while conventional LOG/CFAR circuit does not. In addition, if our circuit can be realized, we will have an advantage economically. 展开更多
关键词 CFAR S-BAND RADAR WEATHER CLUTTER log-normal Distribution
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基于Laws特征增强的多聚焦图像融合方法
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作者 董晨鹏 郭政义 +2 位作者 马怡冉 颜超 章秀华 《武汉工程大学学报》 2025年第6期658-663,682,共7页
针对细节丢失和块效应等影响融合图像质量的问题,提出了一种基于Laws特征增强的多聚焦图像融合方法。首先,利用Laws滤波提取多聚焦图像的Laws特征,得到Laws特征图;用改进的均值滤波方法对Laws特征图进行增强处理,得到特征增强图,并对特... 针对细节丢失和块效应等影响融合图像质量的问题,提出了一种基于Laws特征增强的多聚焦图像融合方法。首先,利用Laws滤波提取多聚焦图像的Laws特征,得到Laws特征图;用改进的均值滤波方法对Laws特征图进行增强处理,得到特征增强图,并对特征增强图采用极值策略提取决策图:最后,将源图像与决策图进行加权融合,得到融合结果。使用该方法对大量图像进行实验处理,结果表明:与其他融合方法相比,基于归一化互信息度量值最大提升32.87%,基于多尺度方案图像融合度量值增加26.57%。该图像融合方法显著提高视觉效果,具有较强的鲁棒性,适用于光场相机的全景深成像。 展开更多
关键词 多聚焦图像 图像融合 laws特征增强 极值策略
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Conservation Laws and Particular Solutions for a Keller-Segel Model
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作者 Luyun Chen Jie Lou 《Advances in Pure Mathematics》 2025年第2期107-118,共12页
This work focuses on a Keller-Segel chemotaxis model, with an emphasis on its conservation laws. Through a new approach combined with the multiplier method, called the mixed method, we obtain conservation vectors that... This work focuses on a Keller-Segel chemotaxis model, with an emphasis on its conservation laws. Through a new approach combined with the multiplier method, called the mixed method, we obtain conservation vectors that are related and unrelated to symmetric information. In addition, some exact solutions with particular forms are obtained according to the method of conservation laws. These particular solutions are different from the group-invariant solutions. 展开更多
关键词 Keller-Segel Model Conservation laws Mixed Method Exact Solutions
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Good Faith as a Compromise between Civil Law and Common Law Jurisdictions in the Legislative History of the CISG
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作者 Jingchi Wen 《Proceedings of Business and Economic Studies》 2025年第4期19-24,共6页
There is a wide recognition that encompassing an obligation of good faith in every commercial contract is one of the most important advances in contract law in the twentieth century^([1]).Despite the fact that this co... There is a wide recognition that encompassing an obligation of good faith in every commercial contract is one of the most important advances in contract law in the twentieth century^([1]).Despite the fact that this concept has been incorporated in the vast majority of national legal systems,its precise scope and application may vary from one to another,depending on the commercial traditions and customs of each legal system^([2]).The fact that good faith has been treated differently in different national legal systems has also been reflected on the international level through its inclusion in international legal instruments,one of which is the United Nations Convention on Contracts for the International Sale of Goods(hereafter CISG).In this article,the legislative history of the CISG will be closely examined with the purpose of finding out how a compromise was reached between the common law countries,which expressly objected to the imposition of a duty of good faith,and the civil law countries,which explicitly endorse its incorporation.A logical result flowing from this historical examination,as will be submitted,is that the conceptual ambiguity of good faith is the underlying reasoning behind their fundamentally different attitudes towards the incorporation of this notion in the international commercial context. 展开更多
关键词 CISG International economic law Commercial law Good faith
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Thermodynamic Energy-Laws Presuppose Time Orientation Subject to Principle of Least Action
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作者 Helmut Tributsch 《Journal of Modern Physics》 2025年第2期310-327,共18页
It is shown that time asymmetry is essential for deriving thermodynamic law and arises from the turnover of energy while reducing its information content and driving entropy increase. A dynamically interpreted princip... It is shown that time asymmetry is essential for deriving thermodynamic law and arises from the turnover of energy while reducing its information content and driving entropy increase. A dynamically interpreted principle of least action enables time asymmetry and time flow as a generation of action and redefines useful energy as an information system which implements a form of acting information. This is demonstrated using a basic formula, originally applied for time symmetry/energy conservation considerations, relating time asymmetry (which is conventionally denied but here expressly allowed), to energy behaviour. The results derived then explained that a dynamic energy is driving time asymmetry. It is doing it by decreasing the information content of useful energy, thus generating action and entropy increase, explaining action-time as an information phenomenon. Thermodynamic laws follow directly. The formalism derived readily explains what energy is, why it is conserved (1st law of thermodynamics), why entropy increases (2nd law) and that maximum entropy production within the restraints of the system controls self-organized processes of non-linear irreversible thermodynamics. The general significance of the principle of least action arises from its role of controlling the action generating oriented time of nature. These results contrast with present understanding of time neutrality and clock-time, which are here considered a source of paradoxes, intellectual contradictions and dead-end roads in models explaining nature and the universe. 展开更多
关键词 Thermodynamic laws Newton’s Time Nature’s Time Entropy Increase IRREVERSIBILITY SELF-ORGANIZATION Least Action
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Engineering,Law,and Justice:Relationships/Interactions Based on New Philosophical and Scientific Perspectives,and Philosophy of Justice
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作者 Refet Ramiz 《Philosophy Study》 2025年第5期216-253,共38页
In this work,firstly the general definition of law and types of law are presented.Then general definition of justice and types of justice are explained.Constructional and/or complementary theories are defined as gener... In this work,firstly the general definition of law and types of law are presented.Then general definition of justice and types of justice are explained.Constructional and/or complementary theories are defined as general/specific,and interaction theories,relationship theories,and hybrid theories are specifically mentioned.Accordingly,the interactions between the disciplines of law and justice are explained in more detail.Then,the general definition of engineering and philosophy of engineering are explained.The interactions between engineering and law are specifically evaluated,and interactions between engineering and 52 types of law are defined and case studies found in the literature are indicated for each.Then interactions between engineering and justice briefly mentioned.Relationships/interactions between engineering and 25 different types of justice discussed and evaluated with specific examples.Emphasis was placed on the historical development of the subject of philosophy in general,and philosophy of law was defined more specifically.Some of the philosophers of law and their areas of interest are presented in a table format and compared.The new perspective of philosophy was defined and the disciplines of R-Philosophy,R-Science,R-Justice,R-Law,R-Engineering,and R-Religion were expressed with the relevant basic concepts.New Era Philosophy,new and reconstructed Basic Philosophies,and Ideal Philosophical System explained generally.New perspective for the philosophy of justice is defined by considering the related new theories.Philosophy of defense,philosophy of equity,philosophy of equivalence,philosophy of judgment,philosophy of law,philosophy of protection,philosophy of punishment,and philosophy of rights are defined due to new perspective of philosophy.Also,philosophy of engineering law,philosophy of information technology law,philosophy of telecommunication law,and philosophy of security are defined by taking into account hybrid philosophies and general theories related to them.The interaction of engineering,law,justice,and basic philosophies has been generally expressed. 展开更多
关键词 engineering and law engineering and justice philosophy of engineering philosophy of justice philosophy of law New Era Philosophy Hybrid Philosophies Basic Philosophies Hybrid Sciences law and justice
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Judicial Facility Upgrade China-assisted state-of-the-art judicial complex construction in Malawi to speed up court processes
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作者 EDWIN NYIRONGO 《ChinAfrica》 2025年第1期40-41,共2页
A shortage of courtrooms has long been a challenge in Malawi,especially since more judges were hired to help to streamline the country’s judicial process.Yet,while the current judiciary is headquartered in the countr... A shortage of courtrooms has long been a challenge in Malawi,especially since more judges were hired to help to streamline the country’s judicial process.Yet,while the current judiciary is headquartered in the country’s second-largest city of Blantyre,due to a lack of work space;some sections of the judiciary are located elsewhere,such as the juvenile,commercial and industrial courts. 展开更多
关键词 law JUDICIAL COURT
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On the Soft Law Governance of Environmental Rights Protection in the Belt and Road Initiative
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作者 HU Xiaofan 《The Journal of Human Rights》 2025年第3期749-767,共19页
Environmental rights are an important part of General Secretary Xi Jinping’s important discourses on respecting and protecting human rights.Soft law has played a significant role in the integrated development of the ... Environmental rights are an important part of General Secretary Xi Jinping’s important discourses on respecting and protecting human rights.Soft law has played a significant role in the integrated development of the theories of environmental rights and human rights.At the practical level,the soft law cooperation documents of the Belt and Road Initiative(BRI)have established general principles for the protection of environmental rights,policies for addressing climate change,standards for green investment and financing,and obligations for multinational corporations to protect the environment,making a contribution to the development and protection of environmental rights.In the future process of global environmental governance,it is necessary to start with the BRI’s soft law documents to further clarify the specific protection standards for environmental rights and promote the transformation of soft law into binding bilateral or multilateral agreements at the international level.In addition,it is essential to urge governments and enterprises to fulfill their due diligence obligations for environmental protection and strengthen information disclosure by emphasizing public interest responsibilities.Efforts should also be made to improve the environmental compliance systems of“going global”enterprises and enhance government supervision over corporate accountability for environmental rights.A corporate environmental protection accountability mechanism should be established,so as to actively promote global environmental governance in a more just and reasonable direction. 展开更多
关键词 co-construction of the Belt and Road Initiative environmental rights human rights soft law governance hard law
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A Comparative Study on the Application of International Human Rights Law and International Humanitarian Law in Armed Conflicts——Summary of the 2024 China-Europe Seminar on Human Rights
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作者 LU Yu CHEN Feng(Translated) 《The Journal of Human Rights》 2025年第1期190-208,共19页
The Russia-Ukraine conflict remains unresolved,while the armed conflict between Israel and Palestine continues to escalate,causing significant civilian casualties.To better protect the victims of war in armed conflict... The Russia-Ukraine conflict remains unresolved,while the armed conflict between Israel and Palestine continues to escalate,causing significant civilian casualties.To better protect the victims of war in armed conflicts,clarifying the applicability of international human rights law(IHRL)and international humanitarian law(IHL)in such contexts has become an urgent issue.A comparative study on the application of IHRL and IHL needs to address three key questions step by step:First,whether IHRL is applicable during armed conflicts;second,if applicable,how IHRL complements and interacts with IHL;and third,what methods should be adopted to resolve conflicts when IHRL and IHL are applied concurrently.In this context,an analysis of the historical development of IHRL and IHL reveals that the two share a common philosophical foundation,and thus they can be applied concurrently during armed conflicts.From an empirical perspective,IHRL engages with IHL through two approaches:interpreting IHL provisions and directly applying IHRL to armed conflicts,thereby fostering interactive development between the two.In cases where normative conflicts arise between IHRL and IHL,such as in the rules on the use of force and internment procedures,the principles of systemic integration and lex specialis can reconcile these conflicts during the application process. 展开更多
关键词 International Human Rights law(IHRL) International Humanitarian law(IHL) armed conflict comparative study
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FORUM:HOW ROMAN PRIVATE LAW GOES NEW WAYS
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作者 Sven Günther 《Journal of Ancient Civilizations》 2025年第1期105-112,115,共9页
Law is all but not known for innovation.This is also true for studies in Roman private law,which have followed a system that is imagined to derive from the 2nd century AD jurist Gaius and late antique Justinianic codi... Law is all but not known for innovation.This is also true for studies in Roman private law,which have followed a system that is imagined to derive from the 2nd century AD jurist Gaius and late antique Justinianic codification.The shaping hands of the ancient codifiers and those of the medieval,early modern and 19th century jurists on Roman private law and the related legal discourses have been identified and studied at length.However,a real shift to discover the ways in which Roman private law became formed and was practiced has not been undertaken in comprehensive manner until the publication of the Handbook of Roman Private Law which is reviewed in the following from the perspective of an ancient historian. 展开更多
关键词 innovation medieval jurists ancient historian th century jurists handbook roman private law legal studies early modern jurists roman private law
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