{"id":6538,"date":"2025-11-10T15:53:01","date_gmt":"2025-11-10T07:53:01","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6538"},"modified":"2025-11-10T15:54:27","modified_gmt":"2025-11-10T07:54:27","slug":"9-%e7%b7%9a%e6%80%a7%e8%bf%b4%e6%ad%b8%e6%a8%a1%e5%9e%8b-cm512-2025-09","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6538","title":{"rendered":"9. \u7dda\u6027\u8ff4\u6b78\u6a21\u578b (CM512 2025.09)"},"content":{"rendered":"<h5 style=\"padding-left: 20px;\"><b>\u55ae\u5143\u5927\u7db1\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 40px;\">\u25a0 \u8cc7\u6599\u5206\u6790\u7684\u57fa\u672c\u89c0\u5ff5<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u8cc7\u6599\u5206\u6790\u3001\u5546\u696d\u7b56\u7565<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u5546\u696d\u8cc7\u6599\u5206\u6790\u7684\u5c64\u6b21\u548c\u91cd\u9ede<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u6574\u9ad4\u6a21\u578b\u3001\u500b\u9ad4\u6a21\u578b<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u65b9\u6cd5\u53c3\u6578\u3001\u6a21\u578b\u4fc2\u6578<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u6e96\u78ba\u6027\u3001\u8907\u96dc\u5ea6<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25a0 \u76f8\u95dc\u6027:\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u4fc2<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u9023\u7e8c\u8b8a\u6578\u7684\u76f8\u95dc\u6027(\u4fc2\u6578) Correlation<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u985e\u5225\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u806f\u6027 Association<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u985e\u5225\u8207\u9023\u7e8c\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u4fc2<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u985e\u5225\u8207\u9023\u7e8c\u8b8a\u6578\u7684\u5404\u7a2e\u53ef\u80fd\u95dc\u4fc2\u5716\u793a<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25a0 \u7c21\u55ae\u7dda\u6027\u56de\u6b78 Simple Linear Regression<\/h6>\n<h6 style=\"padding-left: 80px;\">\u00a7 \u7528R\u505a\u7dda\u6027\u56de\u6b78 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Probability and Statistics Using R (<a href=\"https:\/\/www.nongnu.org\/ipsur\/\">IPSUR<\/a>)<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0Statistical Analysis Using R, UCLA (<a href=\"https:\/\/stats.idre.ucla.edu\/other\/mult-pkg\/whatstat\/ \">URL<\/a>)<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0CLUSTER ANALYSIS IN R: PRACTICAL GUIDE (<a href=\"https:\/\/www.datanovia.com\/en\/blog\/cluster-analysis-in-r-practical-guide\/\">URL<\/a>)<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0Principal Component Methods in R: Practical Guide (<a href=\"http:\/\/www.sthda.com\/english\/articles\/31-principal-component-methods-in-r-practical-guide\/\">URL<\/a>)<\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/www.data-to-viz.com\/\">From Data to Viz<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/\">Portal of Big Data BA Platform<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=2039&amp;lang=en\">R: Self Learning Roadmap<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0 John Hopkins: R Programming <a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0John Hopkins: R Programming <a href=\"https:\/\/www.cs.upc.edu\/~robert\/teaching\/estadistica\/rprogramming.pdf\">eBook<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0Harvard: Data Science <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0 Harvard: Data Science <a href=\"https:\/\/rafalab.github.io\/dsbook\/?fbclid=IwAR1x6AsYApxZb5VUIK8KIaUxH-bP6vkOP0KejwCjyajHoDuKHrVlijyzDDc\">ebook<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0\u4e2d\u5c71\u7ba1\u9662\u5927\u6578\u64da\u5e73\u53f0 <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/\">\u5165\u53e3\u7db2\u7ad9<\/a><\/h6>\n<h6 style=\"padding-left: 40px;\">\u25c6\u00a0\u00a0R\uff1a\u8cc7\u6599\u5206\u6790\u8207\u57fa\u790e\u7d71\u8a08 <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1246\">\u7dda\u4e0a\u8ab2\u7a0b\u81ea\u5b78\u5730\u5716<\/a><\/h6>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u55ae\u5143\u5927\u7db1\uff1a \u25a0 \u8cc7\u6599\u5206\u6790\u7684\u57fa\u672c\u89c0\u5ff5 \u00a7 \u8cc7\u6599\u5206\u6790\u3001\u5546\u696d\u7b56\u7565 \u00a7 \u5546\u696d\u8cc7\u6599\u5206\u6790\u7684\u5c64\u6b21\u548c\u91cd\u9ede \u00a7 \u6574\u9ad4\u6a21\u578b\u3001\u500b\u9ad4\u6a21\u578b \u00a7 \u65b9\u6cd5\u53c3\u6578\u3001\u6a21\u578b\u4fc2\u6578 \u00a7 \u6e96\u78ba\u6027\u3001\u8907\u96dc\u5ea6 \u25a0 \u76f8\u95dc\u6027:\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u4fc2 \u00a7 \u9023\u7e8c\u8b8a\u6578\u7684\u76f8\u95dc\u6027(\u4fc2\u6578) Correlation \u00a7 \u985e\u5225\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u806f\u6027 Association \u00a7 \u985e\u5225\u8207\u9023\u7e8c\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u4fc2 \u00a7 \u985e\u5225\u8207\u9023\u7e8c\u8b8a\u6578\u7684\u5404\u7a2e\u53ef\u80fd\u95dc\u4fc2\u5716\u793a \u25a0 \u7c21\u55ae\u7dda\u6027\u56de\u6b78 Simple Linear Regression \u00a7 \u7528R\u505a\u7dda\u6027\u56de\u6b78 \u2013 lm() \u00a7 \u6a21\u578b\u7684\u4fc2\u6578 \u00a7 \u756b\u51fa\u56de\u6b78\u7dda \u00a7 \u4f30\u8a08\u3001\u9810\u6e2c \u00a7 \u8aa4\u5dee\u8207\u89e3\u91cb\u529b \u25a0 \u591a\u5143\u7dda\u6027\u56de\u6b78 \u00a7 \u4fc2\u6578\u7684\u96a8\u6a5f\u8b8a\u6578(\u6a5f\u7387\u5206\u5e03\u51fd\u6578) \u00a7 \u8b8a\u6578\u4e4b\u9593\u7684\u76f8\u95dc\u6027\u3001\u8907\u56de\u6b78\u7684\u5171\u7dda\u6027\u554f\u984c \u00a7 \u6a21\u578b\u9078\u64c7\u3001\u6311\u9078\u8b8a\u6578 \u00a7 \u7dda\u6027\u56de\u6b78\u7684\u8907\u96dc\u6027 \u7b2c\u4e5d\u55ae\u5143 \u8ab2\u5802\u7b46\u8a18\uff1a \u25c6 09A \u76f8\u95dc\u6027\uff0c\u8b8a\u6578\u4e4b\u9593\u7684\u95dc\u4fc2 ( unit09A ) \u25c6 09B \u7c21\u55ae\u7dda\u6027\u56de\u6b78 ( unit09B ) \u25c6 09C \u591a\u91cd\u7dda\u6027\u56de\u6b78 ( unit09C ) \u7b2c\u4e5d\u55ae\u5143 \u6559\u6750\u4e0b\u8f09\uff1a \u25c6 \u6559\u6750\u8cc7\u6599\u593e ( ~\/cm512\/ ) \u25c6 Unit09\u55ae\u5143\u8cc7\u6599\u593e ( ~\/cm512\/09\u7dda\u6027\u8ff4\u6b78\u6a21\u578b\/ ) \u25c7 09\u9810\u6e2c\u6578\u503c\u3001\u7dda\u6027\u8ff4\u6b78.pptx \u25c7 unit09_Regression.zip \u7b2c\u4e5d\u55ae\u5143\u500b\u4eba\u4f5c\u696d\uff1a Due: 2025\/11\/20 (\u56db) 23:59 \u25c7 \u505a\u5b8c unit09B, unit09C \u88e1\u9762\u7684\u7df4\u7fd2 \u25c7\u5206\u5225\u4ee5\u6a94\u540d &#8220;\u5b78\u865f_(unit09B|unit09C).html&#8221; \u25c7 \u4e0a\u50b3\u5230 [ ~\/\u500b\u4eba\u4f5c\u696d\/09_LinReg\/ ] \u8ab2\u7a0b\u5f71\u7247\uff1a \u25c6 Week09 Video Recording \u53c3\u8003\u9023\u7d50\uff1a \u25c6\u00a0\u00a0Probability Cheat Sheet (pdf) \u25c6\u00a0Intro. 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