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用线性模型模拟线性-对数问题产生的自相关情况统计分析
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作者 吴梦婷 王义闹 《温州大学学报(自然科学版)》 2015年第2期13-18,共6页
用线性模型模拟线性-对数问题,残差序列会表现出自相关性.从线性-对数模型的参数取值大小、随机误差项方差大小、样本范围大小等三个方面,对用线性模型模拟线性-对数问题产生的自相关情况进行了统计分析,结果表明,当半对数模型的参数取... 用线性模型模拟线性-对数问题,残差序列会表现出自相关性.从线性-对数模型的参数取值大小、随机误差项方差大小、样本范围大小等三个方面,对用线性模型模拟线性-对数问题产生的自相关情况进行了统计分析,结果表明,当半对数模型的参数取值较大、随机误差项较小、样本范围较大时,残差序列的自相关性的百分比较大,此时不易误用线性模型.该研究对加深认识线性-对数模型,避免误用线性模型有一定的参考意义. 展开更多
关键词 线性-对数模型 线性 数值模拟 D-W检验
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线性─对数混料模型参数估计D─最优区组设计
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作者 孔庆海 高广民 《沈阳黄金学院学报》 1996年第2期154-158,共5页
对含过程变量的三分量含下界约束的线性—对数混料模型,研究了参数估计的D—最优正交区组设计,并借助电子计算机给出了ε=1%~10%的最优典型设计点.
关键词 混料设计 线性-对数模型 D-最优性 正交区组设计
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基于超越对数函数的道路交通事故频数预测 被引量:1
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作者 李蓉 刘湘 刘坚 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2013年第4期49-54,共6页
针对道路交通事故频数预测常见方法——对数-线性模型中弹性系数假定为常数,简化了探索性变量之间相互关系的局限性,提出了基于超越对数函数的道路交通事故频数预测方法.该方法采用动态弹性系数,选择路段长度和年平均车流量两个探索性... 针对道路交通事故频数预测常见方法——对数-线性模型中弹性系数假定为常数,简化了探索性变量之间相互关系的局限性,提出了基于超越对数函数的道路交通事故频数预测方法.该方法采用动态弹性系数,选择路段长度和年平均车流量两个探索性变量以预测道路交通事故频数,通过运用加拿大安大略省道路交通事故数据对其有效性进行了实例验证,并与对数-线性模型进行了对比.研究结果表明:超越对数函数模型具有更好的拟合优度,其动态弹性系数更接近真实情况. 展开更多
关键词 对数-线性模型 超越对数函数 道路交通事故 频数 预测
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A Study on the Multi-Compartment Linear Circulation Pharmacokinetic Model for the Targeting Drug Delivery System
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作者 张志荣 永井恒司 《Journal of Chinese Pharmaceutical Sciences》 CAS 1996年第2期81-87,共7页
By analyzing the observed phenomena and the data collected in the study, a multi-compartment linear circulation model for targeting drug delivery system was developed and the function formulas of the drug concentratio... By analyzing the observed phenomena and the data collected in the study, a multi-compartment linear circulation model for targeting drug delivery system was developed and the function formulas of the drug concentration-time in blood and target organ by computing were figured out. The drug concentration-time curve for target organ can be plotted with reference to the data of drug concentration in blood according to the model. The pharmacokinetic parameters of the drug in target organ could also be obtained. The practicability of the model was further checked by the curves of drug concentration-time in blood and target organ(liver) of liver-targeting nanoparticles in animal tests. Based on the liver drug concentration-time curves calculated by the function formula of the drug in target organ, the pharmacokinetic behavior of the drug in target organ(liver) was analyzed by statistical moment, and its pharmacokinetic parameters in liver were obtained. It is suggested that the (relative targeting index( can be used for quantitative evaluation of the targeting drug delivery systems. 展开更多
关键词 Pharmacokinetic model for targeting drug delivery systems Multi-compartment linear circulation pharmacokinetic model Relative targeting index
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Naxi-English Bilingual Word Alignment Based on Language Characteristics and Log-Linear Model
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作者 Yu Zhengtao Xian Yantuan +2 位作者 Tian Wei Guo Jianyi Zhang Tao 《China Communications》 SCIE CSCD 2012年第3期78-86,共9页
We propose a method that can achieve the Naxi-English bilingual word automatic alignment based on a log-linear model.This method defines the different Naxi-English structural feature functions,which are English-Naxi i... We propose a method that can achieve the Naxi-English bilingual word automatic alignment based on a log-linear model.This method defines the different Naxi-English structural feature functions,which are English-Naxi interval switching function and Naxi-English bilingual word position transformation function.With the manually labeled Naxi-English words alignment corpus,the parameters of the model are trained by using the minimum error,thus Naxi-English bilingual word alignment is achieved automatically.Experiments are conducted with IBM Model 3 as a benchmark,and the Naxi language constraints are introduced.The final experiment results show that the proposed alignment method achieves very good results:the introduction of the language characteristic function can effectively improve the accuracy of the Naxi-English Bilingual Word Alignment. 展开更多
关键词 word aligrmaent Naxi language ENGLISH log-linear model interval switching function posi-tion transformation function
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Imperfect preventive maintenance for numerical control machine tools with log-linear virtual age process 被引量:4
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作者 郭俊锋 芮执元 +1 位作者 冯瑞成 魏兴春 《Journal of Central South University》 SCIE EI CAS 2014年第12期4497-4502,共6页
Based on the log-linear virtual age process, an imperfect preventive maintenance policy for numerical control(NC)machine tools with random maintenance quality is proposed. The proposed model is a combination of the Ki... Based on the log-linear virtual age process, an imperfect preventive maintenance policy for numerical control(NC)machine tools with random maintenance quality is proposed. The proposed model is a combination of the Kijima type virtual age model and the failure intensity adjustment model. Maintenance intervals of the proposed hybrid model are derived when the failure intensity increase factor and the restoration factor are both random variables with uniform distribution. The optimal maintenance policy in infinite time horizon is presented. A numerical example is given when the failures of NC machine tools are described by the log-linear process. Finally, a discussion is presented to show how the optimal results depend on the different cost parameters. 展开更多
关键词 reliability imperfect preventive maintenance virtual age log-linear process failure intensity
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对中国居民卷烟需求的新估计 被引量:27
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作者 毛正中 胡德伟 杨功焕 《中国卫生经济》 2005年第5期45-47,共3页
利用1980—2002年的全国集合数据及2002年一项全国27个省(直辖市、自治区)吸烟调查的个人断面数据(16056个样本点),采用对数—线性模型和两部模型重新估计了中国居民的卷烟需求,2种方法估计的需求价格弹性大都为-0.15。这一结果比20世... 利用1980—2002年的全国集合数据及2002年一项全国27个省(直辖市、自治区)吸烟调查的个人断面数据(16056个样本点),采用对数—线性模型和两部模型重新估计了中国居民的卷烟需求,2种方法估计的需求价格弹性大都为-0.15。这一结果比20世纪90年代的估计结果(-0.50~-0.80)大大降低了,但与国外的最新估计结果(0.00~-0.15)非常接近;并利用新估计的弹性说明了提高卷烟税10.00%(0.31元)带来减少卷烟消费(40.71万箱)又增加政府税收(302.72亿元)的双重效果。 展开更多
关键词 卷烟需求 中国 对数-线性模型 烟草工业 需求价格弹性 疾病预防 税收征管
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中国居民白酒消费的影响因素研究 被引量:2
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作者 谷一波 田志宏 《食品与发酵科技》 CAS 2019年第2期72-77,共6页
为探究中国居民的白酒消费行为,本文基于CHNS 1993-2011年的数据,尝试使用对数-线性模型对中国居民白酒消费的影响因素及其作用效果进行分析,结果表明:居民收入水平与白酒消费量之间呈右偏倒U型关系,即随着居民收入水平的不断提高,白酒... 为探究中国居民的白酒消费行为,本文基于CHNS 1993-2011年的数据,尝试使用对数-线性模型对中国居民白酒消费的影响因素及其作用效果进行分析,结果表明:居民收入水平与白酒消费量之间呈右偏倒U型关系,即随着居民收入水平的不断提高,白酒消费量会出现先增后减的趋势;当前中国居民人均收入水平尚未达到倒U型的转折点,在未来居民收入水平不断提高的情况下,人均白酒消费量会逐渐增加,白酒消费的增加导致的对粮食的需求也会相应增加。对此,政府要合理引导居民白酒消费,并将白酒消费因素纳入对粮食供求平衡的判断之中。 展开更多
关键词 白酒消费 收入水平 年龄结构 对数-线性函数模型 粮食消耗
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Application and Verification of Logarithmic LinearCorrelation Model of Element Contents Between Tree Ringsand Soils near the Tree Roots
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作者 QIANJUNLONG YINZHUOSI 《Pedosphere》 SCIE CAS CSCD 1998年第1期65-70,共6页
Nine Platanus acerifolia (Ait.) Willd. trees growing in the Nanjing Children Teacher’s School, Nanjing,China, were selected to determine the contents of 13 chemical elements both in the 1994’s growth rings,C(Z, t), ... Nine Platanus acerifolia (Ait.) Willd. trees growing in the Nanjing Children Teacher’s School, Nanjing,China, were selected to determine the contents of 13 chemical elements both in the 1994’s growth rings,C(Z, t), and in the soils near the roots, C’(Z, t), of the trees. The results showed that the relationship between C(Z, t) and C’(Z, t) followed the logarithmic linear correlation model, lgC’(Z, t)=a(Z)+b(Z) ig C (Z, t).Based on this model the chrono-sequences of chemical element contents in the soils were reproduced from those in the tree rings; i.e., the dynamic variations in the chemical element contents of the soils at the sites were traced. In this study the chrono-sequences of the chemical elements including Cd, Ph, Mn, Co and Zn in the soils near the roots of a Platanus acerifolia tree from 1957 to 1994 were established, and the background values of Cd, Pb, Mn, Co and Zn in the soil were calculated by taking the lowest values of the chrono-sequences of the element contents as upper limits of the background values. 展开更多
关键词 chemical elements correlation model Platanus acerifolia (Ait.) Willd. SOIL tree rings
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Comprehensive modeling approach of axial ultrasonic vibration grinding force 被引量:2
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作者 何玉辉 周群 +1 位作者 周剑杰 郎献军 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第3期562-569,共8页
The theoretical model of axial ultrasonic vibration grinding force is built on the basis of a mathematical model of cutting deforming force deduced from the assumptions of thickness of the undeformed debris under Rayl... The theoretical model of axial ultrasonic vibration grinding force is built on the basis of a mathematical model of cutting deforming force deduced from the assumptions of thickness of the undeformed debris under Rayleigh distribution and a mathematical model of friction based on the theoretical analysis of relative sliding velocity of abrasive and workpiece. Then, the coefficients of the ultrasonic vibration grinding force model are calculated through analysis of nonlinear regression of the theoretical model by using MATLAB, and the law of influence of grinding depth, workpiece speed, frequency and amplitude of the mill on the grinding force is summarized after applying the model to analyze the ultrasonic grinding force. The result of the above-mentioned law shows that the grinding force decreases as frequency and amplitude increase, while increases as grinding depth and workpiece speed increase; the maximum relative error of prediction and experimental values of the normal grinding force is 11.47% and its average relative error is 5.41%; the maximum relative error of the tangential grinding force is 10.14% and its average relative error is 4.29%. The result of employing regression equation to predict ultrasonic grinding force approximates to the experimental data, therefore the accuracy and reliability of the model is verified. 展开更多
关键词 cutting deformation force ultrasonic vibration assisted grinding (UVAG) regression equation comprehensive modeling
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高铁开通对欠发达小城市产业结构的影响研究——以湖南省新晃侗族自治县为例
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作者 贺韶伶 段凤华 曾祥鹏 《中国市场》 2023年第29期1-7,共7页
高铁开通运营改变着城市产业结构优化程度,但现有成果主要研究高铁开通对发达大城市的产业结构影响,鲜有分析研究高铁开通后对欠发达小城市产业结构影响。文章以欠发达的新晃侗族自治县(以下简称新晃县)为例,使用统计数据分析高铁开通... 高铁开通运营改变着城市产业结构优化程度,但现有成果主要研究高铁开通对发达大城市的产业结构影响,鲜有分析研究高铁开通后对欠发达小城市产业结构影响。文章以欠发达的新晃侗族自治县(以下简称新晃县)为例,使用统计数据分析高铁开通前后的新晃县产业结构发展,构建含参对数函数-线性函数变换的灰色预测模型研究高铁开通对新晃县产业结构转型的影响,运用所建模型预测高铁开通运营前后新晃县的年经济增长率及产业结构层次系数θ,利用Granger因果检验法实证检验高铁开通对不同行业的影响。研究结果表明:高铁开通使得新晃县第一二产业比重向第三产业转移,θ值在高铁开通后不断上升,但高铁开通对新晃县产业结构影响呈现出“升级滞后”效应,促进作用总体上呈现上升后又平稳的态势;所建模型对GDP和θ预测精度更为精确和均衡,模型预测结果较贴合实际,最后讨论了高铁拉动新晃县相关产业结构升级的对策与建议。 展开更多
关键词 高铁开通 欠发达小城市 含参对数函数-线性函数变换的灰色预测模型 产业结构
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