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两总体方差差异的经验似然置信区间
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作者 钱永江 《毕节学院学报(综合版)》 2009年第4期56-61,共6页
通过讨论两总体方差差异的经验似然的大样本性质,证明了经验似然比统计量依分布收敛于χ2随机变量,由此给出方差差异的经验似然置信区间。
关键词 缺失数据 经验似然 方差差异 置信区间
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最大均方差异统计量的一般界 被引量:2
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作者 何玉林 黄德发 +1 位作者 戴德鑫 黄哲学 《应用数学》 CSCD 北大核心 2021年第2期284-288,共5页
经典的最大均方差异统计量MMD_(b)(F,X,Y)和MMD_(u)^(2)(F,X,Y)基于等量假设(即m=n)来检验两组样本X={x1,x2,……,x_(m)}和Y={y1,y2,……,y_(n)}是否来自不同的分布.本文对样本等量假设进行了放松,推广了经典的最大均方差异统计量界,推... 经典的最大均方差异统计量MMD_(b)(F,X,Y)和MMD_(u)^(2)(F,X,Y)基于等量假设(即m=n)来检验两组样本X={x1,x2,……,x_(m)}和Y={y1,y2,……,y_(n)}是否来自不同的分布.本文对样本等量假设进行了放松,推广了经典的最大均方差异统计量界,推导出当m≠n时统计量MMD_(b)(F,X,Y)和MMD_(u)^(2)(F,X,Y)的一般界.结果表明经典的最大均方差异统计量界是本文推导的最大均方差异统计量一般界的特例. 展开更多
关键词 双样本检验 最大均方差差异 再生核希尔伯特空间 马克迪尔米德不等式
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方差不对称先验信息引导的全局阈值分割方法 被引量:2
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作者 龙鹏 鲁华祥 《智能系统学报》 CSCD 北大核心 2015年第5期663-668,共6页
图像分割是图像分析的关键步骤,其中阈值分割方法是最简单也是应用最广泛的方案。Otsu方法在应用于通用的现实图片时,由于其保持着良好的稳定性和分割目标的形状测度,被认为是最好的方法之一。但是大量研究表明对于2类方差差异很大的图... 图像分割是图像分析的关键步骤,其中阈值分割方法是最简单也是应用最广泛的方案。Otsu方法在应用于通用的现实图片时,由于其保持着良好的稳定性和分割目标的形状测度,被认为是最好的方法之一。但是大量研究表明对于2类方差差异很大的图像,其阈值严重偏离最优阈值,而偏向方差大的一类。研究了Otsu最优准则和现有改进算法的特性,进而基于前景与背景方差差异先验信息提出了新的最优化准则。与现存的非类间方差阈值法和对Otsu阈值法进行改进的方法进行比较表明,该方法具有最优的特性,同时不需要可变参数。 展开更多
关键词 OTSU方法 图像分割 方差差异 全局阈值 先验信息
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改进的RSF模型应用于带钢表面缺陷分割
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作者 陈小芳 蔡尊煌 《智能计算机与应用》 2023年第11期227-231,共5页
可调拟合(Region Scalable Fitting,RSF)活动轮廓模型在分割带钢表面缺陷图像时易陷入局部最小值;此外,因引入高斯核函数导致边缘更加模糊而影响分割效果,针对这些问题,提出改进的RSF模型并应用于带钢表面缺陷分割。一方面,在RSF模型中... 可调拟合(Region Scalable Fitting,RSF)活动轮廓模型在分割带钢表面缺陷图像时易陷入局部最小值;此外,因引入高斯核函数导致边缘更加模糊而影响分割效果,针对这些问题,提出改进的RSF模型并应用于带钢表面缺陷分割。一方面,在RSF模型中引入局部灰度均值差异项作为新的拟合项,并且引入局部灰度方差差异代替原拟合项的参数,驱动曲线演化避免陷入局部最小值;另一方面,用双边滤波函数代替高斯核函数,避免对边缘模糊的缺陷造成二次模糊,同时更好地保护了边缘。在NEU带钢表面缺陷数据集上的仿真实验结果表明,改进的算法的分割效果和运行效率均优于其余3种模型,能够较快地准确分割出带钢表面缺陷,并且保留图像细节。 展开更多
关键词 带钢表面缺陷 RSF模型 局部灰度均值差异 局部灰度方差差异 双边滤波
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Effect of aggregation interval on vehicular traffic flow heteroscedasticity
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作者 史国刚 项乔君 +1 位作者 郭建华 张宏新 《Journal of Southeast University(English Edition)》 EI CAS 2013年第4期445-449,共5页
The effect of the aggregation interval on vehicular traffic flow heteroscedasticity is investigated using real-world traffic flow data collected from the motorway system in the United Kingdom. 30 traffic flow series a... The effect of the aggregation interval on vehicular traffic flow heteroscedasticity is investigated using real-world traffic flow data collected from the motorway system in the United Kingdom. 30 traffic flow series are generated using 30 aggregation intervals ranging from 1 to 30 min at 1 min increment, and autoregressive integrated moving average (AR/MA) models are constructed and applied in these series, generating 30 residual series. Through applying the portmanteau Q-test and the Lagrange multiplier (LM) test in the residual series from the ARIMA models, the heteroscedasticity in traffic flow series is investigated. Empirical results show that traffic flow is heteroscedastJc across these selected aggregation intervals, and longer aggregation intervals tend to cancel out the noise in the traffic flow data and hence reduce the heteroscedasticity in traffic flow series. The above findings can be utilized in the development of reliable and robust traffic management and control systems. 展开更多
关键词 HETEROSCEDASTICITY traffic flow autoregressive integrated moving average (RIM) RESIDUAL
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二阶差商PCA算法研究及应用
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作者 郭金玉 张安宝 李元 《沈阳化工大学学报》 CAS 2021年第1期61-68,共8页
针对工业生产过程各模态方差差异显著的特性,提出二阶差商PCA(SODQPCA)算法,并研究其应用.先找到训练样本的第k个近邻样本,进行一次差分运算.运用同样的方法,找到近邻样本的第k个近邻样本,进行一次差分运算.将两次运算的结果运用二阶差... 针对工业生产过程各模态方差差异显著的特性,提出二阶差商PCA(SODQPCA)算法,并研究其应用.先找到训练样本的第k个近邻样本,进行一次差分运算.运用同样的方法,找到近邻样本的第k个近邻样本,进行一次差分运算.将两次运算的结果运用二阶差商的方法剔除多模态和方差差异特性,然后利用PCA建立模型,计算SPE和T 2检测指标的控制限.将待检测数据运用二阶差商算法预处理后投影到PCA模型上,计算检测指标,通过检测指标是否超出控制限判断样本是否正常.将该方法应用于数值例子和半导体工业实例,仿真结果表明:与传统算法相比,SODQPCA有较低的误报率和漏报率,检测效果最好. 展开更多
关键词 故障检测 方差差异 PCA 差分算法 二阶差商
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五个维度考察多媒体教学影响学生认知内驱力的因素
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作者 陈素霞 《科技创新导报》 2010年第22期151-151,共1页
文章从五个维度、三个因素对多媒体教学影响学生认知内驱力用SPSS数据统计分析工具进行研究和分析。结果影响最显著的是来自城镇或农村这两个水平差异显著,在文章中就行了解释。
关键词 多媒体 内驱力 方差差异
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Analysis and Translation Strategies on Cultural Differences Between Chinese and Western
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作者 GAO Bei ZHOU Wei 《Sino-US English Teaching》 2014年第12期952-961,共10页
Language and culture are interactive and interdependent. Translation is not only the transfer between two languages, but also between two cultures. Therefore, cultural difference plays a significant role in translatio... Language and culture are interactive and interdependent. Translation is not only the transfer between two languages, but also between two cultures. Therefore, cultural difference plays a significant role in translation. In the past decades, translation study has shifted from the purely linguistic level to cultural perspective, and study on cultural differences has brought a new world for the sake of translation studies. This paper tries to illustrate the connection between language and culture, the correlation between culture and translation, analyze the main aspects of cultural differences between Chinese and Western, and sum up translation strategies of domestication and foreignization as well as specific translation methods on the consideration of cultural differences. Finally, the paper proposes that translators should pay attention to cultural differences and adjust target text in accordance with cultural differences 展开更多
关键词 cultural differences translation strategies DOMESTICATION FOREIGNIZATION
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Affective Meaning of Pronouns in a Russian Sample
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作者 Leonid Dorfman 《Journal of Literature and Art Studies》 2016年第9期1042-1055,共14页
The present study examines affective meaning of pronouns (in Russian) represented by the semantic differential. Of direct relevance to the present study is the theory of affective meaning propounded by Osgood. Two h... The present study examines affective meaning of pronouns (in Russian) represented by the semantic differential. Of direct relevance to the present study is the theory of affective meaning propounded by Osgood. Two hypotheses were tested. According to a "magnitude" hypothesis, affective dimensions (each of evaluation, potency, and activity taken separately) differ in their magnitude across pronouns I, My, Me, and They. A "structural" hypothesis stated that the affective dimensions yield latent factors across (the generality) and within (the concept-scale interaction) the pronoun concepts. Repeated-measures analysis of variance (1-way ANOVA) and confirmatory factor analysis were employed to process data. It was found that each of the evaluation and potency measures yield a significant magnitude change across the pronouns, but there was indicated no significant change across the pronouns with respect to the activity dimension. Therewith, the pronoun My gained a salient value and the pronoun They the smallest value. Using confirmatory factor analysis five models were tested. Among them one model was good fit to the data. It engaged a four-factor solution resulted in that four pronouns are latent affective distinct but related factors and the evaluation, potency, and activity are their indicators. 展开更多
关键词 personal pronouns affective meaning semantic differential GENERALITY concept-scale interaction
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The Influence of Exchange Rate on the Volume of Japanese Manufacturing Export
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作者 Hitomi Okamura Yumi Asahi Toshikazu Yamaguchi 《Journal of Mathematics and System Science》 2012年第1期20-25,共6页
This paper investigates the influence of exchange rate volatility on the volume of Japanese manufacturing export. The volatility in yen is shown by conditional variance from EGARCH (Exponential Generalized Autoregres... This paper investigates the influence of exchange rate volatility on the volume of Japanese manufacturing export. The volatility in yen is shown by conditional variance from EGARCH (Exponential Generalized Autoregressive Conditional Heteroscedasticity) model, allowing for asymmetric effects that a shock of an appreciation of the yen is different from that of a depreciation of the yen. The export action model including exchange rate volatility is constructed based on VAR (Vector Auto Regressive) model to examine the relationship between exchange rate uncertainty and the volume of export. Tests are performed for typical eight kinds of industry in Japan. Few empirical studies focus on each Japanese industry export. Results indicate significant negative effects of exchange rate volatility on most manufacturing exports. In addition, this paper analyzes the each industry, featurc of the influence of exchange rate on the volume of Japanese export. The authors find that equipment industries occupying 60% or more of total Japanese exports especially tend to receive negative influence of exchange. 展开更多
关键词 FINANCE time series analysis exchange rate volatility EGARCH model.
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Gender Differences in Auditory Perception and Computational Divided Attention Tasks
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作者 Bankole K. Fasanya Maranda E. McBride: +1 位作者 Regina Pope-Ford Celestine Ntuen 《Computer Technology and Application》 2012年第9期636-641,共6页
Women have been stereotyped as better multitaskers when compared to their male counterparts. The purpose of this study is to investigate whether there are differences in gender performance when performing cognitive co... Women have been stereotyped as better multitaskers when compared to their male counterparts. The purpose of this study is to investigate whether there are differences in gender performance when performing cognitive combined tasks. Twenty-four graduate students (twelve females and twelve males) volunteered to participate in the study. The task requires participants to indicate when they perceive a change in the intensity of an auditory signal while simultaneously solving algebraic problems. Multivariate Analysis of Variance (MANOVA) results reveal no significant differences between genders when performing the combined tasks (p = 0.1831 and 2 = 0.7891) although the average number of false alarms made during the combined tasks by males is nearly 11% higher than the average number of false alarms made by females. However, (Multivariate Analysis of Variance) ANOVA results for the combined tasks show that males outperform females on the computational task while listening for changes in the auditory signal F(1, 22) - 5.09, p 〈 0.03, but there are no significant differences in their ability to detect noise intensity variation or in the number of false alarms made while multitasking. For the single task analysis the ANOVAs indicate no significant differences in signal detection task performance, computational task performance, or the number of false alarms made by males and females. 展开更多
关键词 Pink noise background noise tolerance level (BNTL) multitasking acoustic chamber azimuths.
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基于PCDM香农熵的全极化SAR图像船舶目标检测方法 被引量:3
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作者 张程 张红 王超 《遥感技术与应用》 CSCD 北大核心 2018年第3期499-507,共9页
极化合成孔径雷达(PolSAR)数据包含了丰富的地物极化散射信息,已被广泛应用于海上交通监测与目标检测。根据船舶目标与海杂波背景在图像上的极化响应差异,提出了一种基于极化协方差差异矩阵PCDM(Polarimetric Covariance Difference Mat... 极化合成孔径雷达(PolSAR)数据包含了丰富的地物极化散射信息,已被广泛应用于海上交通监测与目标检测。根据船舶目标与海杂波背景在图像上的极化响应差异,提出了一种基于极化协方差差异矩阵PCDM(Polarimetric Covariance Difference Matrix)香农熵的全极化SAR图像船舶目标检测方法。首先计算极化协方差矩阵中元素与邻域元素的差值,由此得到协方差差异矩阵,以提高"船—海"对比度。然后根据香农熵计算公式提取图像的香农熵特征,并依据目标和背景的不同特性对船舶进行检测。针对检测结果中存在的由方位向模糊导致的虚警,根据目标与方位向模糊的偏移量和能量比关系进行移除。利用Radarsat-2全极化精细扫描数据和高分三号GF-3全极化条带1数据进行实验,并将提出的方法与SPAN方法、HV通道、PWF方法进行对比。结果表明:该方法能有效增强船海对比度,并有效提高检测准确率。 展开更多
关键词 极化协方差差异矩阵 香农熵 船舶检测 极化SAR 方位向模糊
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ASYMPTOTIC NORMALITY OF WAVELET ESTIMATOR IN HETEROSCEDASTIC MODEL WITH α-MIXING ERRORS 被引量:3
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作者 Hanying LIANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2011年第4期725-737,共13页
Consider heteroscedastic regression model Yni= g(xni) + σniεni (1 〈 i 〈 n), where σ2ni= f(uni), the design points (xni, uni) are known and nonrandom, g(.) and f(.) are unknown functions defined on cl... Consider heteroscedastic regression model Yni= g(xni) + σniεni (1 〈 i 〈 n), where σ2ni= f(uni), the design points (xni, uni) are known and nonrandom, g(.) and f(.) are unknown functions defined on closed interval [0, 1], and the random errors (εni, 1 ≤i≤ n) axe assumed to have the same distribution as (ξi, 1 ≤ i ≤ n), which is a stationary and a-mixing time series with Eξi =0. Under appropriate conditions, we study asymptotic normality of wavelet estimators of g(.) and f(.). Finite sample behavior of the estimators is investigated via simulations, too. 展开更多
关键词 Α-MIXING asymptotic normality heteroscedastic regression model wavelet estimator.
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