{"id":6261,"date":"2025-05-06T19:55:41","date_gmt":"2025-05-06T11:55:41","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6261"},"modified":"2025-05-06T19:59:23","modified_gmt":"2025-05-06T11:59:23","slug":"12-%e9%a0%90%e6%b8%ac%e6%80%a7%e6%a8%a1%e5%9e%8b-cm512-2025-02","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6261","title":{"rendered":"12. \u9810\u6e2c\u6027\u6a21\u578b (CM512 2025.02)"},"content":{"rendered":"<h5 style=\"padding-left: 60px;\"><b>\u55ae\u5143\u5927\u7db1\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6 \u671f\u672b\u8cc7\u6599\u500b\u6848\u7af6\u8cfd\uff1a\u884c\u92b7\u4f01\u5283<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u6a21\u578b\u3001\u9810\u6e2c\u3001\u5047\u8a2d\u3001\u6a21\u64ec\u3001\u512a\u5316<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6 \u9810\u6e2c\u6027\u6a21\u578b<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u8cc7\u6599\u6574\u7406\u8207\u5207\u5272<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u6a5f\u7387\u6a21\u578b\uff1a\u4f30\u8a08\u56de\u8cfc\u6a5f\u7387<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u6578\u503c\u6a21\u578b\uff1a\u4f30\u8a08\u8cfc\u8cb7\u91d1\u984d<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u6a21\u578b\u6e96\u78ba\u6027<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u9810\u6e2c\u9867\u5ba2\u884c\u70ba<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6 \u9867\u5ba2\u50f9\u503c\u7ba1\u7406<\/h5>\n<h5 style=\"padding-left: 120px;\">\u25a1 \u9867\u5ba2\u7d42\u751f\u50f9\u503c (CLV &#8211; 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\u4e0a\u50b3\u5230\u3010 <a href=\"https:\/\/drive.google.com\/drive\/folders\/1a1nmP4_CdAY2Un6kU-lvGbN4eCg9330v?usp=drive_link\">~\/\u5c0f\u7d44\u4f5c\u696d\/<\/a>group#\/ \u3011<\/h5>\n<hr \/>\n<h5 style=\"padding-left: 60px;\"><b>\u5f71\u7247\u9023\u7d50\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6 \u7b2c\u5341\u4e8c\u55ae\u5143 \u4e0a\u8ab2\u9304\u5f71<\/h5>\n<hr \/>\n<h5 style=\"padding-left: 60px;\"><b>\u53c3\u8003\u9023\u7d50\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0ggpubr: Publication Ready Plots (<a href=\"http:\/\/www.sthda.com\/english\/articles\/24-ggpubr-publication-ready-plots\/\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0Introduction to Probability and Statistics Using R (<a href=\"https:\/\/cran.r-project.org\/web\/packages\/IPSUR\/vignettes\/IPSUR.pdf\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0From Data to Vis (<a href=\"https:\/\/www.data-to-viz.com\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0Quick-R: Multidimensional Scaling (<a href=\"https:\/\/www.statmethods.net\/advstats\/mds.html\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0NMDS (Non-metric MDS) Tutorial in R (<a href=\"https:\/\/jonlefcheck.net\/2012\/10\/24\/nmds-tutorial-in-r\/\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0GapMider (<a href=\"https:\/\/www.gapminder.org\/\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0Cluster Analysis in R: Practical Guide (<a href=\"https:\/\/www.datanovia.com\/en\/blog\/cluster-analysis-in-r-practical-guide\/\">URL<\/a>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\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>)<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0Accelerated Introduction to Statistical Methods:<br \/>\n<a href=\"http:\/\/www.stat.wisc.edu\/~larget\/stat302\/chap3.pdf\">Bootstrap Example<\/a>, Dept. Statistics, University of Wisconsin-Madison<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0Statistical Inference Week-4: <a href=\"https:\/\/www.coursera.org\/learn\/statistical-inference\">Power, Bootstrapping, &amp; Permutation Tests<\/a>, John Hopkins University<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0<a href=\"https:\/\/stats.idre.ucla.edu\/other\/mult-pkg\/whatstat\/\">Choosing Statistical Test<\/a>, Inst. of Digital Research &amp; Education, UCLA<\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0\u4e2d\u5c71\u7ba1\u9662\u5927\u6578\u64da\u5e73\u53f0 <a href=\"https:\/\/bap.cm.nsysu.edu.tw\/\">\u5165\u53e3\u7db2\u7ad9<\/a><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0R\uff1a\u8cc7\u6599\u5206\u6790\u8207\u57fa\u790e\u7d71\u8a08 <a href=\"https:\/\/bap.cm.nsysu.edu.tw\/?page_id=923\">\u7dda\u4e0a\u8ab2\u7a0b\u81ea\u5b78\u5730\u5716<\/a><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0 John Hopkins: R Programming <a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">\u7dda\u4e0a\u8ab2\u7a0b<\/a><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0John Hopkins: R Programming <a href=\"https:\/\/www.cs.upc.edu\/~robert\/teaching\/estadistica\/rprogramming.pdf\">eBook<\/a><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0Harvard: Data Science <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">\u7dda\u4e0a\u8ab2\u7a0b<\/a><\/h5>\n<h5 style=\"padding-left: 90px;\">\u25c6\u00a0 Harvard: Data Science <a href=\"https:\/\/rafalab.github.io\/dsbook\/?fbclid=IwAR1x6AsYApxZb5VUIK8KIaUxH-bP6vkOP0KejwCjyajHoDuKHrVlijyzDDc\">\u8ab2\u5802\u7b46\u8a18<\/a><\/h5>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u55ae\u5143\u5927\u7db1\uff1a \u25c6 \u671f\u672b\u8cc7\u6599\u500b\u6848\u7af6\u8cfd\uff1a\u884c\u92b7\u4f01\u5283 \u25a1 \u6a21\u578b\u3001\u9810\u6e2c\u3001\u5047\u8a2d\u3001\u6a21\u64ec\u3001\u512a\u5316 \u25c6 \u9810\u6e2c\u6027\u6a21\u578b \u25a1 \u8cc7\u6599\u6574\u7406\u8207\u5207\u5272 \u25a1 \u6a5f\u7387\u6a21\u578b\uff1a\u4f30\u8a08\u56de\u8cfc\u6a5f\u7387 \u25a1 \u6578\u503c\u6a21\u578b\uff1a\u4f30\u8a08\u8cfc\u8cb7\u91d1\u984d \u25a1 \u6a21\u578b\u6e96\u78ba\u6027 \u25a1 \u9810\u6e2c\u9867\u5ba2\u884c\u70ba \u25c6 \u9867\u5ba2\u50f9\u503c\u7ba1\u7406 \u25a1 \u9867\u5ba2\u7d42\u751f\u50f9\u503c (CLV &#8211; customer lifetime value) \u25a1 \u9867\u5ba2\u7ba1\u7406\uff1a\u9078\u64c7\u6027\u5438\u6536\u3001\u767c\u5c55\u3001\u4fdd\u7559 \u25a1 \u91dd\u5c0d\u6027\u884c\u92b7 \u8ab2\u5802\u7b46\u8a18\uff1a \u25c6 \u8ab2\u5802\u7b46\u8a18\uff1atafeng567\/5_Split \u8cc7\u6599\u5f59\u6574\u8207\u5207\u5272 ( ~\/tafeng\/5_Split.html ) \u25c6 \u8ab2\u5802\u7b46\u8a18\uff1atafeng567\/6_Model \u6a21\u578b\u8207\u9810\u6e2c ( ~\/tafeng\/6_Model.html ) \u25c6 \u8ab2\u5802\u7b46\u8a18\uff1atafeng567\/7_Simulation \u5047\u8a2d\u8207\u6a21\u64ec ( ~\/tafeng\/7_Simulation.html ) \u7b2c\u5341\u4e8c\u55ae\u5143 \u6559\u6750\u4e0b\u8f09\uff1a \u25c6 \u6559\u6750\u8cc7\u6599\u593e ( ~\/1132cm512\/ ) \u25c6 Unit12\u55ae\u5143\u8cc7\u6599\u593e ( ~\/1132cm512\/12\u9810\u6e2c\u6027\u6a21\u578b\/ ) \u25c7 13\u9810\u6e2c\u6027\u6a21\u578b.pptx \u25c7 tafeng567.zip \u7b2c\u5341\u4e8c\u5468\u4f5c\u696d\uff1aDue Date\uff1a05\/18 (\u65e5) 23:59 \u25c6\u5c0f\u7d44\u4f5c\u696d\uff1a \u25a1 \u5229\u7528 tafeng \u6a94\u6848\u593e\u88e1\u9762\u7684\u53c3\u8003\u7a0b\u5f0f\uff0c\u958b\u59cb\u6e96\u5099\u671f\u672b\u5831\u544a \u25a1 \u5beb\u4e00\u4efd\u7a0b\u5f0f\u7b46\u8a18\uff0c\u7528\u6a21\u578b\u4f30\u8a08\u9867\u5ba2\u7684\u56de\u8cfc\u6a5f\u7387\u548c\u9810\u671f\u8cfc\u8cb7\u91d1\u984d\uff0c\u4e26\u4f30\u7b97\u4ed6\u5011\u7684\u7d42\u751f\u50f9\u503c(CLV) \u25a1 \u5c07HTML\u4ee5\u6a94\u540d\u00a0 &#8220;G#_TF_CLV.html&#8221; \u4e0a\u50b3\u5230\u3010 ~\/\u5c0f\u7d44\u4f5c\u696d\/group#\/ \u3011 \u5f71\u7247\u9023\u7d50\uff1a \u25c6 \u7b2c\u5341\u4e8c\u55ae\u5143 \u4e0a\u8ab2\u9304\u5f71 \u53c3\u8003\u9023\u7d50\uff1a \u25c6\u00a0ggpubr: Publication Ready Plots (URL) \u25c6\u00a0Introduction to Probability and Statistics Using R (URL) \u25c6\u00a0From Data to Vis (URL) \u25c6\u00a0Quick-R: Multidimensional Scaling (URL) \u25c6\u00a0NMDS (Non-metric MDS) Tutorial in R (URL) \u25c6\u00a0GapMider (URL) \u25c6\u00a0Cluster Analysis in R: Practical Guide (URL) \u25c6\u00a0Principal Component Methods in R: Practical Guide (URL) \u25c6\u00a0Accelerated Introduction to Statistical Methods: Bootstrap Example, Dept. 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