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基于投影寻踪回归的混凝土抗渗性能研究 被引量:1
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作者 崔俊 卫帅帅 +1 位作者 王莉 侯旭军 《混凝土》 CAS CSCD 北大核心 2010年第5期52-53,56,共3页
混凝土抗渗性直接影响着混凝土的耐久性,传统试验方法耗费大量的人力、物力、财力以及时间的不足,文中借鉴统计学的思想,提出用多投影寻踪回归对多种配合比的混凝土进行渗透性仿真计算。结果表明此模型的可靠度很高,可以用于混凝土渗透... 混凝土抗渗性直接影响着混凝土的耐久性,传统试验方法耗费大量的人力、物力、财力以及时间的不足,文中借鉴统计学的思想,提出用多投影寻踪回归对多种配合比的混凝土进行渗透性仿真计算。结果表明此模型的可靠度很高,可以用于混凝土渗透性的设计。 展开更多
关键词 统计学 混凝土 多因子及互作项逐步回归 抗渗性
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三种模型在洞庭湖区域地下水资源量预测中的应用 被引量:3
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作者 付宏渊 邱祥 +1 位作者 曾铃 黄永和 《水资源与水工程学报》 2015年第5期46-50 55,55,共6页
为了建立适应于洞庭湖区域地下水资源量变化规律的预测模型,在分析洞庭湖区域河川天然径流量、长江三口入水量、城陵矶出水量与地下水资源量相关性的基础上,分别利用多因子逐步回归模型、BP神经网络模型和多变量时间序列CAR模型建立了3... 为了建立适应于洞庭湖区域地下水资源量变化规律的预测模型,在分析洞庭湖区域河川天然径流量、长江三口入水量、城陵矶出水量与地下水资源量相关性的基础上,分别利用多因子逐步回归模型、BP神经网络模型和多变量时间序列CAR模型建立了3种洞庭湖区域地下水资源量预测模型,并对所建立的3种模型的预测精度和预测结果整体规律进行了对比分析。研究结果表明:地下水资源量与河川天然径流量、长江三口入水量、城陵矶出水量具有较好的相关性;多变量时间序列CAR模型的预测精度较好,BP神经网络模型的预测精度次之,而多因子逐步回归模型的预测精度较差;多变量时间序列CAR模型的预测结果整体规律优于BP神经网络模型,而BP神经网络模型的预测结果整体规律则优于多因子逐步回归模型。 展开更多
关键词 多因子逐步回归 BP神经网络 多变量时间序列 地下水资源量预测 洞庭湖区域
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Association of glomerular filtration rate with arterial stiffness in Chinese women with normal to mildly impaired renal function 被引量:4
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作者 Su-Yan Bian Hong-Yang Guo +6 位作者 Ping Ye Lei-Ming Luo Hong-Mei Wu Wen-Kai Xiao Li-PingQi He-Peng Yu Liu-Fa Duan 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2012年第2期158-165,共8页
Objective Both decreased glomemlar filtration rate (GFR) and arterial stiffness were considered as risk factors for atherosclerosis. Previous studies have suggested the association between central arterial stiffness... Objective Both decreased glomemlar filtration rate (GFR) and arterial stiffness were considered as risk factors for atherosclerosis. Previous studies have suggested the association between central arterial stiffness and the degree of GFR loss. Whether decreased GFR contributes to peripheral artery stiffness remains controversial. Moreover, data analyzed from a cohort of Chinese women are rare. Our aim was to explore the relationship between GFR and regional arterial stiffness in Chinese women. Methods In this cross-sectional study, we randomly recruited 1131 adult women residents with GFR 〉 60 mL/min per 1.73 m2 estimated by the Chinese Modification of Diet in Renal Disease equation from three large communities. Central and peripheral arterial stiffness were estimated simultaneously by measuring carotid-femoral pulse wave velocity (PWVcf) and carotid-radial PWV (PWVcr) using a validated automatic device. Augmentation Index at heart rate 75 beats/minutes (AIx-75) was measured by pulse wave analysis as a composite parameter reflecting both large and distal arterial properties. Results The mean estimated GFR (eGFR) of the study group was 100.05 + 23.26 mL/minute per 1.73 m2. Subjects were grouped by tertiles of eGFR level. PWVef and AIx-75 increased ongoing from the top to the bottom eGFR tertile, while the values of PWVcr were comparable. Both univariate Pearson correlations and multiple stepwise regression analyses showed that eGFR significantly correlated to PWVcf, but not to PWVcr and AJx-75. Conclusions In Chinese women with normal to mildly impaired renal function, decreased eGFR affected carotid-to-femoral rather than carotid-to-radial stiffening. This provides rational to conduct future prospective studies to investigate predictors of atherosclerosis in this population. 展开更多
关键词 Arterial stiffness Augmentation index Pulse wave velocity Glomerular filtration rate Chinese women
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