基于多項(xiàng)相關(guān)系數(shù)下探索性因子分析在高血壓中醫(yī)證候中的應(yīng)用
發(fā)布時(shí)間:2018-04-24 13:35
本文選題:探索性因子分析 + 中醫(yī)證候; 參考:《現(xiàn)代預(yù)防醫(yī)學(xué)》2017年17期
【摘要】:目的探討基于多項(xiàng)相關(guān)系數(shù)下探索性因子分析在中醫(yī)中二分類及等級(jí)資料的應(yīng)用,并與傳統(tǒng)因子分析模型的結(jié)果進(jìn)行比較。方法分別采用傳統(tǒng)因子分析及多項(xiàng)相關(guān)系數(shù)下因子分析對(duì)1 500例高血壓病中醫(yī)的臨床四診信息進(jìn)行分析。結(jié)果兩種方法得到的結(jié)果較為相似,但基于多項(xiàng)相關(guān)系數(shù)下因子分析的載荷系數(shù)較傳統(tǒng)因子分析的載荷系數(shù)大。高血壓病的主要證候有肝腎陰虛、心腎兩虛、陰虛陽(yáng)亢、肝火亢盛及痰濁內(nèi)蘊(yùn)。結(jié)論基于多項(xiàng)相關(guān)系數(shù)下探索性因子分析方法可用于高血壓病中醫(yī)證候的分析,在一定程度上揭示了其主要特點(diǎn)。
[Abstract]:Objective to explore the application of exploratory factor analysis based on multiple correlation coefficients in two classification and grade data of traditional Chinese medicine, and to compare the results with the traditional factor analysis model. Methods traditional factor analysis and multiple correlation coefficient factor analysis were used to analyze the clinical information of 1 500 cases of hypertension. Results the results obtained by the two methods are similar, but the load coefficients based on multiple correlation coefficients are larger than those of traditional factor analysis. The main syndromes of hypertension include deficiency of liver and kidney yin, deficiency of heart and kidney, hyperactivity of yang of yin deficiency, hyperactivity of liver fire and accumulation of turbid phlegm. Conclusion the exploratory factor analysis method based on multiple correlation coefficients can be used to analyze TCM syndromes of hypertension and reveal its main characteristics to some extent.
【作者單位】: 東南大學(xué)公共衛(wèi)生學(xué)院;南京中醫(yī)藥大學(xué)附屬常州中醫(yī)院;南京大學(xué)醫(yī)學(xué)院附屬鼓樓醫(yī)院;
【基金】:國(guó)家自然科學(xué)基金資助(編號(hào):81273190)
【分類號(hào)】:R259
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本文編號(hào):1796854
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