# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #块1号:# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #库(pcaMethods) # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #块2号:# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #数据(metaboliteDataComplete) mdc < -规模(metaboliteDataComplete,中心= TRUE,规模= FALSE)气孔导度< - runif(长度(mdc)) < 0.05;mdcOut <——争取民主变革运动;mdcOut(电导率)< - 10 # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #块3号:# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # resSvd < - pca (mdc方法=“圣言”,npc = 5,中心= FALSE) resSvdOut < - pca (mdcOut方法=“圣言”,npc = 5,中心= FALSE) resRobSvd < - pca (mdcOut方法=“robustPca npc = 5,中心= FALSE) # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #块数量4:# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # mdcNa <——争取民主变革运动;mdcNa(电导率)< - NA resPPCA < - pca (mdcNa方法=“车牌提取”,npc = 5,中心= FALSE) # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #块5号:# # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # par (mar = c(5、6、4、2))标准(mfrow = c(2, 2))情节(resSvd@loadings [1], resSvdOut@loadings [1], xlab =“加载1圣言”,ylab =“异常值加载1圣言”,cex。实验室= 3,cex。轴= 2,cex = 3, lwd = 3)情节(resSvd@loadings [1], resRobSvd@loadings [1], xlab =“加载1圣言”,ylab =“加载1 robustSVD局外人”,cex。实验室= 3,cex。轴= 2,cex = 3, lwd = 3)情节(resSvd@loadings [1], resPPCA@loadings [1], xlab =“加载1圣言”,ylab =“加载与异常值= 1车牌提取NA”, cex。实验室= 3,cex。轴= 2,cex = 3, lwd = 3)情节(resRobSvd@loadings [1], resPPCA@loadings [1], xlab =“异常值加载1 roubst圣言”,ylab =“加载与异常值= 1 svdImpute NA”, cex。实验室= 3,cex。轴= 2,cex = 3, lwd = 3)