\u5bf9\u4e8e\u6bcf\u4e2a\u79d1\u7814\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5904\u7406\u662f\u5728\u5f00\u59cb\u8bba\u6587\u5199\u4f5c\u4e4b\u524d\u5341\u5206\u5e38\u89c1\u7684\u5de5\u4f5c\u4e4b\u4e00\u3002\u4f46\u662f\uff0c\u5e38\u89c1\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u6709\u54ea\u4e9b\u5462\uff1f\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u6709\uff1a\u805a\u7c7b\u5206\u6790\u3001\u56e0\u5b50\u5206\u6790\u3001\u76f8\u5173\u5206\u6790\u3001\u5bf9\u5e94\u5206\u6790\u3001\u56de\u5f52\u5206\u6790\u3001\u65b9\u5dee\u5206\u6790\u3002<\/p>\n
1\u3001\u805a\u7c7b\u5206\u6790(Cluster Analysis)<\/p>\n
\u805a\u7c7b\u5206\u6790\u6307\u5c06\u7269\u7406\u6216\u62bd\u8c61\u5bf9\u8c61\u7684\u96c6\u5408\u5206\u7ec4\u6210\u4e3a\u7531\u7c7b\u4f3c\u7684\u5bf9\u8c61\u7ec4\u6210\u7684\u591a\u4e2a\u7c7b\u7684\u5206\u6790\u8fc7\u7a0b\u3002\u805a\u7c7b\u662f\u5c06\u6570\u636e\u5206\u7c7b\u5230\u4e0d\u540c\u7684\u7c7b\u6216\u8005\u7c07\u8fd9\u6837\u7684\u4e00\u4e2a\u8fc7\u7a0b\uff0c\u6240\u4ee5\u540c\u4e00\u4e2a\u7c07\u4e2d\u7684\u5bf9\u8c61\u6709\u5f88\u5927\u7684\u76f8\u4f3c\u6027\uff0c\u800c\u4e0d\u540c\u7c07\u95f4\u7684\u5bf9\u8c61\u6709\u5f88\u5927\u7684\u76f8\u5f02\u6027\u3002\u805a\u7c7b\u5206\u6790\u662f\u4e00\u79cd\u63a2\u7d22\u6027\u7684\u5206\u6790\uff0c\u5728\u5206\u7c7b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4eba\u4eec\u4e0d\u5fc5\u4e8b\u5148\u7ed9\u51fa\u4e00\u4e2a\u5206\u7c7b\u7684\u6807\u51c6\uff0c\u805a\u7c7b\u5206\u6790\u80fd\u591f\u4ece\u6837\u672c\u6570\u636e\u51fa\u53d1\uff0c\u81ea\u52a8\u8fdb\u884c\u5206\u7c7b\u3002\u805a\u7c7b\u5206\u6790\u6240\u4f7f\u7528\u65b9\u6cd5\u7684\u4e0d\u540c\uff0c\u5e38\u5e38\u4f1a\u5f97\u5230\u4e0d\u540c\u7684\u7ed3\u8bba\u3002\u4e0d\u540c\u7814\u7a76\u8005\u5bf9\u4e8e\u540c\u4e00\u7ec4\u6570\u636e\u8fdb\u884c\u805a\u7c7b\u5206\u6790\uff0c\u6240\u5f97\u5230\u7684\u805a\u7c7b\u6570\u672a\u5fc5\u4e00\u81f4\u3002<\/p>\n
2\u3001\u56e0\u5b50\u5206\u6790(Factor Analysis)<\/p>\n
\u56e0\u5b50\u5206\u6790\u662f\u6307\u7814\u7a76\u4ece\u53d8\u91cf\u7fa4\u4e2d\u63d0\u53d6\u5171\u6027\u56e0\u5b50\u7684\u7edf\u8ba1\u6280\u672f\u3002\u56e0\u5b50\u5206\u6790\u5c31\u662f\u4ece\u5927\u91cf\u7684\u6570\u636e\u4e2d\u5bfb\u627e\u5185\u5728\u7684\u8054\u7cfb\uff0c\u51cf\u5c11\u51b3\u7b56\u7684\u56f0\u96be\u3002\u56e0\u5b50\u5206\u6790\u7684\u65b9\u6cd5\u7ea6\u670910\u591a\u79cd\uff0c\u5982\u91cd\u5fc3\u6cd5\u3001\u5f71\u50cf\u5206\u6790\u6cd5\uff0c\u6700\u5927\u4f3c\u7136\u89e3\u3001\u6700\u5c0f\u5e73\u65b9\u6cd5\u3001\u963f\u5c14\u53d1\u62bd\u56e0\u6cd5\u3001\u62c9\u5965\u5178\u578b\u62bd\u56e0\u6cd5\u7b49\u7b49\u3002\u8fd9\u4e9b\u65b9\u6cd5\u672c\u8d28\u4e0a\u5927\u90fd\u5c5e\u8fd1\u4f3c\u65b9\u6cd5\uff0c\u662f\u4ee5\u76f8\u5173\u7cfb\u6570\u77e9\u9635\u4e3a\u57fa\u7840\u7684\uff0c\u6240\u4e0d\u540c\u7684\u662f\u76f8\u5173\u7cfb\u6570\u77e9\u9635\u5bf9\u89d2\u7ebf\u4e0a\u7684\u503c\uff0c\u91c7\u7528\u4e0d\u540c\u7684\u5171\u540c\u6027\u25a12\u4f30\u503c\u3002\u5728\u793e\u4f1a\u5b66\u7814\u7a76\u4e2d\uff0c\u56e0\u5b50\u5206\u6790\u5e38\u91c7\u7528\u4ee5\u4e3b\u6210\u5206\u5206\u6790\u4e3a\u57fa\u7840\u7684\u53cd\u8986\u6cd5\u3002<\/p>\n
3\u3001\u76f8\u5173\u5206\u6790(Correlation Analysis)<\/p>\n
\u76f8\u5173\u5206\u6790(correlation analysis)\uff0c\u76f8\u5173\u5206\u6790\u662f\u7814\u7a76\u73b0\u8c61\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u67d0\u79cd\u4f9d\u5b58\u5173\u7cfb\uff0c\u5e76\u5bf9\u5177\u4f53\u6709\u4f9d\u5b58\u5173\u7cfb\u7684\u73b0\u8c61\u63a2\u8ba8\u5176\u76f8\u5173\u65b9\u5411\u4ee5\u53ca\u76f8\u5173\u7a0b\u5ea6\u3002\u76f8\u5173\u5173\u7cfb\u662f\u4e00\u79cd\u975e\u786e\u5b9a\u6027\u7684\u5173\u7cfb\uff0c\u4f8b\u5982\uff0c\u4ee5X\u548cY\u5206\u522b\u8bb0\u4e00\u4e2a\u4eba\u7684\u8eab\u9ad8\u548c\u4f53\u91cd\uff0c\u6216\u5206\u522b\u8bb0\u6bcf\u516c\u9877\u65bd\u80a5\u91cf\u4e0e\u6bcf\u516c\u9877\u5c0f\u9ea6\u4ea7\u91cf\uff0c\u5219X\u4e0eY\u663e\u7136\u6709\u5173\u7cfb\uff0c\u800c\u53c8\u6ca1\u6709\u786e\u5207\u5230\u53ef\u7531\u5176\u4e2d\u7684\u4e00\u4e2a\u53bb\u7cbe\u786e\u5730\u51b3\u5b9a\u53e6\u4e00\u4e2a\u7684\u7a0b\u5ea6\uff0c\u8fd9\u5c31\u662f\u76f8\u5173\u5173\u7cfb\u3002<\/p>\n
4\u3001\u5bf9\u5e94\u5206\u6790(Correspondence Analysis)<\/p>\n
\u5bf9\u5e94\u5206\u6790(Correspondence analysis)\u4e5f\u79f0\u5173\u8054\u5206\u6790\u3001R-Q\u578b\u56e0\u5b50\u5206\u6790\uff0c\u901a\u8fc7\u5206\u6790\u7531\u5b9a\u6027\u53d8\u91cf\u6784\u6210\u7684\u4ea4\u4e92\u6c47\u603b\u8868\u6765\u63ed\u793a\u53d8\u91cf\u95f4\u7684\u8054\u7cfb\u3002\u53ef\u4ee5\u63ed\u793a\u540c\u4e00\u53d8\u91cf\u7684\u5404\u4e2a\u7c7b\u522b\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u4ee5\u53ca\u4e0d\u540c\u53d8\u91cf\u5404\u4e2a\u7c7b\u522b\u4e4b\u95f4\u7684\u5bf9\u5e94\u5173\u7cfb\u3002\u5bf9\u5e94\u5206\u6790\u7684\u57fa\u672c\u601d\u60f3\u662f\u5c06\u4e00\u4e2a\u8054\u5217\u8868\u7684\u884c\u548c\u5217\u4e2d\u5404\u5143\u7d20\u7684\u6bd4\u4f8b\u7ed3\u6784\u4ee5\u70b9\u7684\u5f62\u5f0f\u5728\u8f83\u4f4e\u7ef4\u7684\u7a7a\u95f4\u4e2d\u8868\u793a\u51fa\u6765\u3002<\/p>\n
5\u3001\u56de\u5f52\u5206\u6790<\/p>\n
\u7814\u7a76\u4e00\u4e2a\u968f\u673a\u53d8\u91cfY\u5bf9\u53e6\u4e00\u4e2a(X)\u6216\u4e00\u7ec4(X1\uff0cX2\uff0c\u201e\uff0cXk)\u53d8\u91cf\u7684\u76f8\u4f9d\u5173\u7cfb\u7684\u7edf\u8ba1\u5206\u6790\u65b9\u6cd5\u3002\u56de\u5f52\u5206\u6790(regression analysis)\u662f\u786e\u5b9a\u4e24\u79cd\u6216\u4e24\u79cd\u4ee5\u4e0a\u53d8\u6570\u95f4\u76f8\u4e92\u4f9d\u8d56\u7684\u5b9a\u91cf\u5173\u7cfb\u7684\u4e00\u79cd\u7edf\u8ba1\u5206\u6790\u65b9\u6cd5\u3002\u8fd0\u7528\u5341\u5206\u5e7f\u6cdb\uff0c\u56de\u5f52\u5206\u6790\u6309\u7167\u6d89\u53ca\u7684\u81ea\u53d8\u91cf\u7684\u591a\u5c11\uff0c\u53ef\u5206\u4e3a\u4e00\u5143\u56de\u5f52\u5206\u6790\u548c\u591a\u5143\u56de\u5f52\u5206\u6790;\u6309\u7167\u81ea\u53d8\u91cf\u548c\u56e0\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u7c7b\u578b\uff0c\u53ef\u5206\u4e3a\u7ebf\u6027\u56de\u5f52\u5206\u6790\u548c\u975e\u7ebf\u6027\u56de\u5f52\u5206\u6790\u3002<\/p>\n
6\u3001\u65b9\u5dee\u5206\u6790(ANOVA\/Analysis of Variance)<\/p>\n
\u53c8\u79f0\u201c\u53d8\u5f02\u6570\u5206\u6790\u201d\u6216\u201cF\u68c0\u9a8c\u201d\uff0c\u662fR.A.Fisher\u53d1\u660e\u7684\uff0c\u7528\u4e8e\u4e24\u4e2a\u53ca\u4e24\u4e2a\u4ee5\u4e0a\u6837\u672c\u5747\u6570\u5dee\u522b\u7684\u663e\u8457\u6027\u68c0\u9a8c\u3002\u7531\u4e8e\u5404\u79cd\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u7814\u7a76\u6240\u5f97\u7684\u6570\u636e\u5448\u73b0\u6ce2\u52a8\u72b6\u3002\u9020\u6210\u6ce2\u52a8\u7684\u539f\u56e0\u53ef\u5206\u6210\u4e24\u7c7b\uff0c\u4e00\u662f\u4e0d\u53ef\u63a7\u7684\u968f\u673a\u56e0\u7d20\uff0c\u53e6\u4e00\u662f\u7814\u7a76\u4e2d\u65bd\u52a0\u7684\u5bf9\u7ed3\u679c\u5f62\u6210\u5f71\u54cd\u7684\u53ef\u63a7\u56e0\u7d20\u3002\u65b9\u5dee\u5206\u6790\u662f\u4ece\u89c2\u6d4b\u53d8\u91cf\u7684\u65b9\u5dee\u5165\u624b\uff0c\u7814\u7a76\u8bf8\u591a\u63a7\u5236\u53d8\u91cf\u4e2d\u54ea\u4e9b\u53d8\u91cf\u662f\u5bf9\u89c2\u6d4b\u53d8\u91cf\u6709\u663e\u8457\u5f71\u54cd\u7684\u53d8\u91cf\u3002<\/p>\n
\u5b9e\u9a8c\u6570\u636e\u7684\u5904\u7406\u81ea\u7136\u79bb\u4e0d\u5f00\u7ed8\u5236\u6210\u8868\u3002\u90a3\u4e48\uff0c\u5e38\u89c1\u7684\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u8868\u683c\u4f53\u73b0\u65b9\u5f0f\u5206\u4e3a\u4e24\u79cd\uff1a\u5217\u8868\u6cd5\u548c\u4f5c\u56fe\u6cd5<\/strong>\u3002<\/p>\n \u5217\u8868\u6cd5\u5c31\u662f\u5c06\u4e00\u7ec4\u5b9e\u9a8c\u6570\u636e\u548c\u8ba1\u7b97\u7684\u4e2d\u95f4\u6570\u636e\u4f9d\u636e\u4e00\u5b9a\u7684\u5f62\u5f0f\u548c\u987a\u5e8f\u5217\u6210\u8868\u683c\u3002\u5217\u8868\u6cd5\u53ef\u4ee5\u7b80\u5355\u660e\u786e\u5730\u8868\u793a\u51fa\u7269\u7406\u91cf\u4e4b\u95f4\u7684\u5bf9\u5e94\u5173\u7cfb\uff0c\u4fbf\u4e8e\u5206\u6790\u548c\u53d1\u73b0\u8d44\u6599\u7684\u89c4\u5f8b\u6027\uff0c\u4e5f\u6709\u52a9\u4e8e\u68c0\u67e5\u548c\u53d1\u73b0\u5b9e\u9a8c\u4e2d\u7684\u95ee\u9898\uff0c\u8fd9\u5c31\u662f\u5217\u8868\u6cd5\u7684\u4f18\u70b9\u3002\u8bbe\u8ba1\u8bb0\u5f55\u8868\u683c\u65f6\u8981\u505a\u5230\uff1a<\/p>\n (1)\u8868\u683c\u8bbe\u8ba1\u8981\u5408\u7406\uff0c\u4ee5\u5229\u4e8e\u8bb0\u5f55\u3001\u68c0\u67e5\u3001\u8fd0\u7b97\u548c\u5206\u6790\u3002<\/p>\n (2)\u8868\u683c\u4e2d\u6d89\u53ca\u7684\u5404\u7269\u7406\u91cf\uff0c\u5176\u7b26\u53f7\u3001\u5355\u4f4d\u53ca\u91cf\u503c\u7684\u6570\u91cf\u7ea7\u5747\u8981\u8868\u793a\u6e05\u695a\u3002\u4f46\u4e0d\u8981\u628a\u5355\u4f4d\u5199\u5728\u6570\u5b57\u540e\u3002<\/p>\n (3)\u8868\u4e2d\u6570\u636e\u8981\u6b63\u786e\u53cd\u6620\u6d4b\u91cf\u7ed3\u679c\u7684\u6709\u6548\u6570\u5b57\u548c\u4e0d\u786e\u5b9a\u5ea6\u3002\u5217\u5165\u8868\u4e2d\u7684\u9664\u539f\u59cb\u6570\u636e\u5916\uff0c\u8ba1\u7b97\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c\u548c\u6700\u540e\u7ed3\u679c\u4e5f\u53ef\u4ee5\u5217\u5165\u8868\u4e2d\u3002<\/p>\n (4)\u8868\u683c\u8981\u52a0\u4e0a\u5fc5\u8981\u7684\u8bf4\u660e\u3002\u5b9e\u9a8c\u5ba4\u6240\u7ed9\u7684\u6570\u636e\u6216\u67e5\u5f97\u7684\u5355\u9879\u6570\u636e\u5e94\u5217\u5728\u8868\u683c\u7684\u4e0a\u90e8\uff0c\u8bf4\u660e\u5199\u5728\u8868\u683c\u7684\u4e0b\u90e8\u3002<\/p>\n \u4f5c\u56fe\u6cd5\u662f\u5728\u5750\u6807\u7eb8\u4e0a\u7528\u56fe\u7ebf\u8868\u793a\u7269\u7406\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u63ed\u793a\u7269\u7406\u91cf\u4e4b\u95f4\u7684\u8054\u7cfb\u3002\u4f5c\u56fe\u6cd5\u65e2\u6709\u7b80\u660e\u3001\u5f62\u8c61\u3001\u76f4\u89c2\u3001\u4fbf\u4e8e\u6bd4\u8f83\u7814\u7a76\u5b9e\u9a8c\u7ed3\u679c\u7b49\u4f18\u70b9\uff0c\u5b83\u662f\u4e00\u79cd\u6700\u5e38\u7528\u7684\u6570\u636e\u5904\u7406\u65b9\u6cd5\u3002\u4f5c\u56fe\u6cd5\u7684\u57fa\u672c\u89c4\u5219\u662f\uff1a<\/p>\n (1)\u6839\u636e\u51fd\u6570\u5173\u7cfb\u9009\u62e9\u9002\u5f53\u7684\u5750\u6807\u7eb8(\u5982\u76f4\u89d2\u5750\u6807\u7eb8\uff0c\u5355\u5bf9\u6570\u5750\u6807\u7eb8\uff0c\u53cc\u5bf9\u6570\u5750\u6807\u7eb8\uff0c\u6781\u5750\u6807\u7eb8\u7b49)\u548c\u6bd4\u4f8b\uff0c\u753b\u51fa\u5750\u6807\u8f74\uff0c\u6807\u660e\u7269\u7406\u91cf\u7b26\u53f7\u3001\u5355\u4f4d\u548c\u523b\u5ea6\u503c\uff0c\u5e76\u5199\u660e\u6d4b\u8bd5\u6761\u4ef6\u3002<\/p>\n (2)\u5750\u6807\u7684\u539f\u70b9\u4e0d\u4e00\u5b9a\u662f\u53d8\u91cf\u7684\u96f6\u70b9\uff0c\u53ef\u6839\u636e\u6d4b\u8bd5\u8303\u56f4\u52a0\u4ee5\u9009\u62e9\u3002\uff0c\u5750\u6807\u5206\u683c\u6700\u597d\u4f7f\u6700\u4f4e\u6570\u5b57\u7684\u4e00\u4e2a\u5355\u4f4d\u53ef\u9760\u6570\u4e0e\u5750\u6807\u6700\u5c0f\u5206\u5ea6\u76f8\u5f53\u3002\u7eb5\u6a2a\u5750\u6807\u6bd4\u4f8b\u8981\u6070\u5f53\uff0c\u4ee5\u4f7f\u56fe\u7ebf\u5c45\u4e2d\u3002<\/p>\n 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