cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
Browse apps to extend the software in the new JMP Marketplace

Practice JMP using these webinar videos and resources. We hold live Mastering JMP Zoom webinars with Q&A most Fridays at 2 pm US Eastern Time. See the list and register. Local-language live Zoom webinars occur in the UK, Western Europe and Asia. See your country jmp.com/mastering site.

%3CLINGO-SUB%20id%3D%22lingo-sub-687868%22%20slang%3D%22ja-JP%22%20mode%3D%22NONE%22%3E%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%20%E3%80%80%EF%BD%9E%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%81%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%82%82%E5%90%AB%E3%82%81%E3%81%A6%EF%BD%9E%E3%80%80%EF%BC%88%E6%97%A5%E6%9C%AC%E8%AA%9E%EF%BC%89%3C%2FLINGO-SUB%3E%3CLINGO-BODY%20id%3D%22lingo-body-687868%22%20slang%3D%22ja-JP%22%20mode%3D%22NONE%22%3E%3CP%3E%3CSTRONG%3EJMP%E7%89%B9%E6%9C%89%E3%81%AE%E8%A8%88%E7%94%BB%E3%81%A7%E3%81%82%E3%82%8B%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E5%AD%A6%E3%81%B6%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%82%8B%E3%82%AA%E3%83%B3%E3%83%87%E3%83%9E%E3%83%B3%E3%83%89%E3%82%BB%E3%83%9F%E3%83%8A%E3%83%BC%E3%81%A7%E3%81%99%E3%80%82%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E6%B3%95%E3%81%AE%E5%88%9D%E5%BF%83%E8%80%85%E3%82%92%E5%AF%BE%E8%B1%A1%E3%81%A8%E3%81%97%E3%81%A6%E3%81%84%E3%81%BE%E3%81%99%E3%80%82%3C%2FSTRONG%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CUL%3E%0A%3CLI%3E%E5%8B%95%E7%94%BB%E3%81%AF3%E3%81%A4%E3%81%AE%E3%83%81%E3%83%A3%E3%83%97%E3%82%BF%E3%83%BC%EF%BC%88Chapter1%E3%80%81Chapter2%E3%80%81Chapter%203%EF%BC%89%E3%81%A7%E6%A7%8B%E6%88%90%E3%81%95%E3%82%8C%E3%80%81%E5%90%84%E3%83%81%E3%83%A3%E3%83%97%E3%82%BF%E3%83%BC%E3%81%AF%E3%81%84%E3%81%8F%E3%81%A4%E3%81%8B%E3%81%AE%E3%82%BB%E3%82%AF%E3%82%B7%E3%83%A7%E3%83%B3%EF%BC%88Section%EF%BC%89%E3%81%AB%E5%88%86%E3%81%8B%E3%82%8C%E3%81%A6%E3%81%8A%E3%82%8A%E3%81%BE%E3%81%99%E3%80%82%3C%2FLI%3E%0A%3CLI%3EChapter%201%E3%81%AF%E3%80%812023%E5%B9%B410%E6%9C%88%E3%81%AB%E5%AE%9F%E6%96%BD%E3%81%97%E3%81%9F%E3%80%8C%E3%83%93%E3%82%AE%E3%83%8A%E3%83%BC%E5%90%91%E3%81%91%20%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E6%B3%95%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8JMP%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E5%AE%9F%E6%96%BD%E4%BE%8B%EF%BC%88%E5%85%A83%E5%9B%9E%EF%BC%89*%E3%80%8D%E3%81%AE%E7%AC%AC2%E5%9B%9E%22JMP%E3%81%AB%E6%90%AD%E8%BC%89%E3%81%95%E3%82%8C%E3%81%A6%E3%81%84%E3%82%8B%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%EF%BC%8810%2F12%E5%AE%9F%E6%96%BD%EF%BC%89%22%E3%80%80%E3%81%AE%E9%8C%B2%E7%94%BB%E3%82%92%E5%86%8D%E7%B7%A8%E9%9B%86%E3%81%97%E3%81%9F%E3%82%AA%E3%83%B3%E3%83%87%E3%83%9E%E3%83%B3%E3%83%89%E3%83%90%E3%83%BC%E3%82%B8%E3%83%A7%E3%83%B3%E3%81%A7%E3%81%99%E3%80%82%EF%BC%88%E5%AE%9F%E9%9A%9B%E3%81%AB%E5%AE%9F%E6%96%BD%E3%81%97%E3%81%9F%E3%82%BB%E3%83%9F%E3%83%8A%E3%83%BC%E3%81%AB%E5%AF%BE%E3%81%97%E3%80%81%E4%B8%80%E9%83%A8%E5%86%85%E5%AE%B9%E3%82%92%E5%89%B2%E6%84%9B%E3%81%97%E3%81%A6%E3%81%84%E3%81%BE%E3%81%99%E3%80%82%EF%BC%89%3C%2FLI%3E%0A%3CLI%3EChapter%202%E3%81%AF%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%81%A8%E9%96%A2%E4%BF%82%E3%81%99%E3%82%8B%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E3%80%81Chapter%203%E3%81%A7%E3%81%AF%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E3%80%8C%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%80%8D%E3%82%92%E6%89%B1%E3%81%84%E3%81%BE%E3%81%99%E3%80%82%E3%81%93%E3%82%8C%E3%82%892%E3%81%A4%E3%81%AE%E3%83%81%E3%83%A3%E3%83%97%E3%82%BF%E3%83%BC%E3%81%AF%E3%82%AA%E3%83%B3%E3%83%87%E3%83%9E%E3%83%B3%E3%83%89%E7%94%A8%E3%81%AB%E4%BD%9C%E6%88%90%E3%81%97%E3%81%9F%E3%82%82%E3%81%AE%E3%81%A7%E3%81%99%E3%80%82%3C%2FLI%3E%0A%3C%2FUL%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3E%3CUL%3E%3CLI%20style%3D%22list-style-type%3Adisc%3B%20margin-left%3A30px%3B%20margin-bottom%3A1px%3B%22%3E%3CA%20href%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2FMastering-JMP%2F%25E3%2582%25AB%25E3%2582%25B9%25E3%2582%25BF%25E3%2583%25A0%25E8%25A8%2588%25E7%2594%25BB-%25E3%2581%25AE%25E6%25A6%2582%25E8%25A6%2581%25E3%2581%25A8%25E5%2588%25A9%25E7%2594%25A8%25E4%25BE%258B-%25E6%258B%25A1%25E5%25BC%25B5%25E8%25A8%2588%25E7%2594%25BB-%25E9%2585%258D%25E5%2590%2588%25E8%25A8%2588%25E7%2594%25BB%25E3%2582%2582%25E5%2590%25AB%25E3%2582%2581%25E3%2581%25A6-%25E6%2597%25A5%25E6%259C%25AC%25E8%25AA%259E%2Fta-p%2F687868%23toc-hId-1570188836%22%20target%3D%22_blank%22%3EChapter%201%3A%20%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FA%3E%3C%2FLI%3E%3CLI%20style%3D%22list-style-type%3Adisc%3B%20margin-left%3A30px%3B%20margin-bottom%3A1px%3B%22%3E%3CA%20href%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2FMastering-JMP%2F%25E3%2582%25AB%25E3%2582%25B9%25E3%2582%25BF%25E3%2583%25A0%25E8%25A8%2588%25E7%2594%25BB-%25E3%2581%25AE%25E6%25A6%2582%25E8%25A6%2581%25E3%2581%25A8%25E5%2588%25A9%25E7%2594%25A8%25E4%25BE%258B-%25E6%258B%25A1%25E5%25BC%25B5%25E8%25A8%2588%25E7%2594%25BB-%25E9%2585%258D%25E5%2590%2588%25E8%25A8%2588%25E7%2594%25BB%25E3%2582%2582%25E5%2590%25AB%25E3%2582%2581%25E3%2581%25A6-%25E6%2597%25A5%25E6%259C%25AC%25E8%25AA%259E%2Fta-p%2F687868%23toc-hId-884959293%22%20target%3D%22_blank%22%3EChapter%202%3A%20%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FA%3E%3C%2FLI%3E%3CLI%20style%3D%22list-style-type%3Adisc%3B%20margin-left%3A30px%3B%20margin-bottom%3A1px%3B%22%3E%3CA%20href%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2FMastering-JMP%2F%25E3%2582%25AB%25E3%2582%25B9%25E3%2582%25BF%25E3%2583%25A0%25E8%25A8%2588%25E7%2594%25BB-%25E3%2581%25AE%25E6%25A6%2582%25E8%25A6%2581%25E3%2581%25A8%25E5%2588%25A9%25E7%2594%25A8%25E4%25BE%258B-%25E6%258B%25A1%25E5%25BC%25B5%25E8%25A8%2588%25E7%2594%25BB-%25E9%2585%258D%25E5%2590%2588%25E8%25A8%2588%25E7%2594%25BB%25E3%2582%2582%25E5%2590%25AB%25E3%2582%2581%25E3%2581%25A6-%25E6%2597%25A5%25E6%259C%25AC%25E8%25AA%259E%2Fta-p%2F687868%23toc-hId--1448895248%22%20target%3D%22_blank%22%3EChapter%203%3A%20%E3%80%8C%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FA%3E%3C%2FLI%3E%3C%2FUL%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3E*%E6%9C%AC%E3%83%9A%E3%83%BC%E3%82%B8%E3%81%A7%E3%82%BB%E3%83%9F%E3%83%8A%E3%83%BC%E3%81%AE%E9%85%8D%E5%B8%83%E8%B3%87%E6%96%99%EF%BC%88PDF%EF%BC%89%E3%82%92%E3%83%80%E3%82%A6%E3%83%B3%E3%83%AD%E3%83%BC%E3%83%89%E3%81%A7%E3%81%8D%E3%81%BE%E3%81%99%E3%80%82%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3E%3CSPAN%3E%E2%80%BB%E6%9C%AC%E3%82%AA%E3%83%B3%E3%83%87%E3%83%9E%E3%83%B3%E3%83%89%E3%82%BB%E3%83%9F%E3%83%8A%E3%83%BC%E3%81%AF%E3%80%81%E5%8B%95%E7%94%BB%E4%BD%9C%E6%88%90%E6%99%82%E7%82%B9%EF%BC%882023%E5%B9%B410%E6%9C%88%EF%BC%89%E3%81%AE%E6%9C%80%E6%96%B0%E3%83%90%E3%83%BC%E3%82%B8%E3%83%A7%E3%83%B3%E3%81%A7%E3%81%82%E3%82%8B%E3%80%8CJMP%2017.2%E3%80%8D%E3%82%92%E7%94%A8%E3%81%84%E3%81%A6%E3%81%84%E3%81%BE%E3%81%99%E3%80%82%3C%2FSPAN%3E%3C%2FP%3E%0A%3CDIV%20class%3D%22lia-message-template-content-zone%22%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH3%20id%3D%22toc-hId-1570188836%22%20id%3D%22toc-hId-1570247486%22%20id%3D%22toc-hId-1570247486%22%3E%3CSTRONG%3EChapter%201%3A%3C%2FSTRONG%3E%3CSTRONG%3E%26nbsp%3B%20%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FSTRONG%3E%3C%2FH3%3E%0A%3CP%3EJMP%E3%81%A7%E3%81%AF%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%A8%E3%81%84%E3%81%86%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E6%B3%95%E5%88%9D%E5%BF%83%E8%80%85%E3%81%AE%E6%96%B9%E3%81%AB%E3%82%82%E3%81%8A%E5%8B%A7%E3%82%81%E3%81%AE%E8%A8%88%E7%94%BB%E4%BD%9C%E6%88%90%E6%96%B9%E6%B3%95%E3%81%8C%E3%81%82%E3%82%8A%E3%81%BE%E3%81%99%E3%80%82%E6%9C%AC%E3%82%BB%E3%83%9F%E3%83%8A%E3%83%BC%E3%81%A7%E3%81%AF%E3%81%93%E3%81%AE%E8%A8%88%E7%94%BB%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E3%80%81%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E6%B3%95%E3%82%92%E5%AE%9F%E6%96%BD%E3%81%99%E3%82%8B%E4%B8%80%E9%80%A3%E3%81%AE%E6%89%8B%E9%A0%86%E3%82%92%E3%81%94%E7%B4%B9%E4%BB%8B%E3%81%97%E3%81%BE%E3%81%99%E3%80%82%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E8%A8%88%E7%94%BB%E3%80%81%E6%9C%80%E9%81%A9%E8%A8%88%E7%94%BB%E3%81%AE%E4%BE%8B%E3%82%92%E9%80%9A%E3%81%97%E3%80%81%E5%88%86%E6%9E%90%E3%83%AC%E3%83%9D%E3%83%BC%E3%83%88%E3%81%8B%E3%82%89%E7%B5%90%E6%9E%9C%E3%82%92%E8%A7%A3%E9%87%88%E3%81%97%E3%81%A6%E3%81%84%E3%81%8D%E3%81%BE%E3%81%99%E3%80%82%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1178481630%22%20id%3D%22toc-hId--1178422980%22%20id%3D%22toc-hId--1178422980%22%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%20lia-image-align-inline%22%20image-alt%3D%22nao_masukawa_0-1697530553467.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22nao_masukawa_0-1697530553467.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3Cspan%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22nao_masukawa_0-1697530553467.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3Cimg%20src%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2Fimage%2Fserverpage%2Fimage-id%2F57704i4E5C959796CC98E3%2Fimage-size%2Fmedium%3Fv%3Dv2%26amp%3Bpx%3D400%22%20role%3D%22button%22%20title%3D%22nao_masukawa_0-1697530553467.png%22%20alt%3D%22nao_masukawa_0-1697530553467.png%22%20%2F%3E%3C%2Fspan%3E%3C%2FSPAN%3E%3C%2FSPAN%3E%3C%2FH4%3E%0A%3CH4%20id%3D%22toc-hId-564328705%22%20id%3D%22toc-hId-564387355%22%20id%3D%22toc-hId-564387355%22%3E%26nbsp%3B%3C%2FH4%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--1987828256%22%20id%3D%22toc-hId--1987769606%22%20id%3D%22toc-hId--1987769606%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection1%3C%2FFONT%3E%3A%20%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%81%A8%E3%81%AF%E3%80%8D%EF%BC%888%E5%88%8616%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339315545112w960h540r66%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339315545112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--245017921%22%20id%3D%22toc-hId--244959271%22%20id%3D%22toc-hId--244959271%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection2%3C%2FFONT%3E%3A%20%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AB%E3%82%88%E3%82%8B%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E3%81%AE%E4%BD%9C%E6%88%90%EF%BC%889%E5%88%8625%E7%A7%92%EF%BC%89%26nbsp%3B%3C%2FH4%3E%0A%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339316530112w960h540r979%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339316530112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId-1497792414%22%20id%3D%22toc-hId-1497851064%22%20id%3D%22toc-hId-1497851064%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection3%3C%2FFONT%3E%3A%20%E5%88%86%E6%9E%90%E3%83%AC%E3%83%9D%E3%83%BC%E3%83%88%E3%81%AE%E8%A1%A8%E7%A4%BA%E3%81%A8%E8%A7%A3%E9%87%88%EF%BC%8817%E5%88%8632%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339315944112w960h540r948%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339315944112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1054364547%22%20id%3D%22toc-hId--1054305897%22%20id%3D%22toc-hId--1054305897%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection4%3C%2FFONT%3E%3A%20%E6%9C%80%E9%81%A9%E5%8C%96%E8%A8%88%E7%94%BB%E3%81%AE%E4%BE%8B%EF%BC%887%E5%88%8633%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339314467112w960h540r563%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339314467112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3E%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3C%2FP%3E%0A%3CH3%20id%3D%22toc-hId-884959293%22%20id%3D%22toc-hId-885017943%22%20id%3D%22toc-hId-885017943%22%3E%3CSTRONG%3EChapter%202%3A%3C%2FSTRONG%3E%3CSTRONG%3E%26nbsp%3B%20%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FSTRONG%3E%3C%2FH3%3E%0A%3CP%3E%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%82%92%E4%BD%BF%E3%81%86%E3%81%A8%E3%80%81%E6%97%A2%E5%AD%98%E3%81%AE%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E3%81%AB%E5%AE%9F%E9%A8%93%E3%82%92%E8%BF%BD%E5%8A%A0%E3%81%99%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%80%81%E6%AC%A1%E3%81%AE%E3%82%88%E3%81%86%E3%81%AA%E7%94%A8%E9%80%94%E3%81%A7%E5%88%A9%E7%94%A8%E3%81%99%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%81%BE%E3%81%99%E3%80%82%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CUL%3E%0A%3CLI%3E%E3%81%99%E3%81%A7%E3%81%AB%E5%AE%9F%E6%96%BD%E3%81%97%E3%81%9F%E5%AE%9F%E9%A8%93%E3%81%A7%E3%81%AF%E5%AE%9F%E9%A8%93%E6%95%B0%E3%81%8C%E5%B0%91%E3%81%AA%E3%81%8F%E3%80%81%E5%9B%A0%E5%AD%90%E3%81%AE%E5%8A%B9%E6%9E%9C%E3%81%8C%E6%A4%9C%E5%87%BA%E3%81%A7%E3%81%8D%E3%81%AA%E3%81%84%E3%81%9F%E3%82%81%E3%80%81%E8%BF%BD%E5%8A%A0%E5%AE%9F%E9%A8%93%E3%82%92%E8%A1%8C%E3%81%86%3C%2FLI%3E%0A%3CLI%3E%E3%81%99%E3%81%A7%E3%81%AB%E5%AE%9F%E6%96%BD%E3%81%97%E3%81%9F%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E5%AE%9F%E9%A8%93%E3%82%92%E6%8B%A1%E5%BC%B5%E3%81%97%E3%80%81%E5%BF%9C%E7%AD%94%E6%9B%B2%E9%9D%A2%E3%83%A2%E3%83%87%E3%83%AB%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B%3C%2FLI%3E%0A%3CLI%3E%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E6%B3%95%E3%81%AB%E5%9F%BA%E3%81%A5%E3%81%8B%E3%81%9A%E5%AE%9F%E6%96%BD%E3%81%97%E3%81%9F%E5%AE%9F%E9%A8%93%E3%82%92%E6%8B%A1%E5%BC%B5%E3%81%97%E3%81%A6%E3%80%81%E5%9B%A0%E5%AD%90%E3%81%AE%E5%8A%B9%E6%9E%9C%E3%82%92%E6%A4%9C%E5%87%BA%E3%81%99%E3%82%8B%3C%2FLI%3E%0A%3C%2FUL%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--1863711173%22%20id%3D%22toc-hId--1863652523%22%20id%3D%22toc-hId--1863652523%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection1%3C%2FFONT%3E%3A%20%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%EF%BC%886%E5%88%8615%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339701940112w960h540r935%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339701940112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--120900838%22%20id%3D%22toc-hId--120842188%22%20id%3D%22toc-hId--120842188%22%3E%26nbsp%3B%3C%2FH4%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--693689646%22%20id%3D%22toc-hId--693630996%22%20id%3D%22toc-hId--693630996%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection2%3C%2FFONT%3E%3A%26nbsp%3B%20%E3%80%8C%E6%8B%A1%E5%BC%B5%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E5%88%A9%E7%94%A8%E4%BE%8B%EF%BC%8814%E5%88%864%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339700591112w960h540r956%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339700591112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3E%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3D%3C%2FP%3E%0A%3CH3%20id%3D%22toc-hId--1448895248%22%20id%3D%22toc-hId--1448836598%22%20id%3D%22toc-hId--1448836598%22%3E%3CSTRONG%20style%3D%22color%3A%20%235a3e92%3B%20font-family%3A%20inherit%3B%20font-size%3A%202rem%3B%22%3EChapter%203%3A%3C%2FSTRONG%3E%3CSTRONG%20style%3D%22color%3A%20%235a3e92%3B%20font-family%3A%20inherit%3B%20font-size%3A%202rem%3B%22%3E%26nbsp%3B%20%E3%80%8C%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81%E3%81%A8%E5%88%A9%E7%94%A8%E4%BE%8B%3C%2FSTRONG%3E%3C%2FH3%3E%0A%3C%2FDIV%3E%0A%3CDIV%20class%3D%22lia-message-template-content-zone%22%3E%0A%3CP%3E%E3%80%8C%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AF%E9%85%8D%E5%90%88%E7%89%A9%E3%81%AE%E6%88%90%E5%88%86%E3%82%92%E5%9B%A0%E5%AD%90%E3%81%A8%E3%81%99%E3%82%8B%E8%A8%88%E7%94%BB%E3%81%A7%E3%81%99%E3%80%82%E5%9B%A0%E5%AD%90%E3%81%AF%E9%85%8D%E5%90%88%E7%89%A9%E3%81%AE%E6%AF%94%E7%8E%87%E3%82%92%E6%89%B1%E3%81%86%E3%81%9F%E3%82%81%E3%80%81%E6%AC%A1%E3%81%AE%E3%82%88%E3%81%86%E3%81%AA%E5%88%B6%E7%B4%84%E3%81%8C%E3%81%82%E3%82%8A%E3%81%BE%E3%81%99%E3%80%82%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CUL%3E%0A%3CLI%3E%E5%9B%A0%E5%AD%90%E3%81%AE%E5%8F%96%E3%82%8A%E3%81%86%E3%82%8B%E7%AF%84%E5%9B%B2%E3%81%AF0%EF%BD%9E1%E3%81%A8%E3%81%AA%E3%82%8B%EF%BC%880%25%EF%BD%9E100%25%EF%BC%89%3C%2FLI%3E%0A%3CLI%3E%E3%81%99%E3%81%B9%E3%81%A6%E3%81%AE%E5%9B%A0%E5%AD%90%E3%81%AE%E6%AF%94%E7%8E%87%E3%81%AE%E5%90%88%E8%A8%88%E3%81%AF1(100%25)%E3%81%A8%E3%81%AA%E3%82%8B%3C%2FLI%3E%0A%3C%2FUL%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CP%3EJMP%E3%81%A7%E3%81%AF%E3%80%8C%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%A0%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%A7%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%82%92%E5%AE%9F%E6%96%BD%E3%81%99%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%80%81%E3%81%95%E3%82%89%E3%81%AB%E9%80%A3%E7%B6%9A%E5%9B%A0%E5%AD%90%E3%82%84%E3%82%AB%E3%83%86%E3%82%B4%E3%83%AA%E3%82%AB%E3%83%AB%E5%9B%A0%E5%AD%90%E3%80%81%E9%85%8D%E5%90%88%E5%9B%A0%E5%AD%90%E3%82%92%E6%B7%B7%E5%9C%A8%E3%81%95%E3%81%9B%E3%81%A6%E5%AE%9F%E9%A8%93%E8%A8%88%E7%94%BB%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%81%BE%E3%81%99%E3%80%82%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--1503036272%22%20id%3D%22toc-hId--1502977622%22%20id%3D%22toc-hId--1502977622%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection1%3C%2FFONT%3E%3A%20%E3%80%8C%E9%85%8D%E5%90%88%E8%A8%88%E7%94%BB%E3%80%8D%E3%81%AE%E6%A6%82%E8%A6%81(3%E5%88%8651%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339703394112w960h540r37%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339703394112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId-239774063%22%20id%3D%22toc-hId-239832713%22%20id%3D%22toc-hId-239832713%22%3E%26nbsp%3B%3C%2FH4%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId-1982584398%22%20id%3D%22toc-hId-1982643048%22%20id%3D%22toc-hId-1982643048%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection2%3C%2FFONT%3E%3A%26nbsp%3B%20%E4%BE%8B1%3A%203%E3%81%A4%E3%81%AE%E9%85%8D%E5%90%88%E5%9B%A0%E5%AD%90%E3%82%92%E7%94%A8%E3%81%84%E3%81%9F%E6%9C%80%E9%81%A9%E5%8C%96%EF%BC%8812%E5%88%863%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339705109112w960h540r498%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339705109112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CP%3E%26nbsp%3B%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId--1211820583%22%20id%3D%22toc-hId--569572563%22%20id%3D%22toc-hId--569513913%22%20id%3D%22toc-hId--569513913%22%3E%3CFONT%20color%3D%22%23FF6600%22%3ESection3%3C%2FFONT%3E%3A%26nbsp%3B%20%E4%BE%8B2%3A%20%E9%85%8D%E5%90%88%E5%9B%A0%E5%AD%90%E3%80%81%E9%80%A3%E7%B6%9A%E5%9B%A0%E5%AD%90%E3%80%81%E3%82%AB%E3%83%86%E3%82%B4%E3%83%AA%E3%82%AB%E3%83%AB%E5%9B%A0%E5%AD%90%E3%81%8C%E6%B7%B7%E5%9C%A8%E3%81%97%E3%81%9F%E3%81%A8%E3%81%8D%E3%81%AE%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%EF%BC%888%E5%88%868%E7%A7%92%EF%BC%89%3C%2FH4%3E%0A%3CP%3E%3C%2FP%3E%3CDIV%20class%3D%22lia-vid-container%20video-embed-center%22%3E%3CDIV%20id%3D%22lia-vid-6339706113112w960h540r401%22%20class%3D%22lia-video-brightcove-player-container%22%3E%3CVIDEO-JS%20data-video-id%3D%226339706113112%22%20data-account%3D%226058004218001%22%20data-player%3D%22default%22%20data-embed%3D%22default%22%20class%3D%22vjs-fluid%22%20controls%3D%22%22%20data-application-id%3D%22%22%20style%3D%22width%3A%20100%25%3B%20height%3A%20100%25%3B%22%3E%3C%2FVIDEO-JS%3E%3C%2FDIV%3E%26lt%3Bscript%20src%3D%22%3CA%20href%3D%22https%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%22%20target%3D%22_blank%22%20rel%3D%22nofollow%20noopener%20noreferrer%22%3Ehttps%3A%2F%2Fplayers.brightcove.net%2F6058004218001%2Fdefault_default%2Findex.min.js%3C%2FA%3E%22%26gt%3B%EF%BC%88%E3%83%9E%E3%82%A4%E3%83%93%E3%83%87%E3%82%AA%E3%82%92%E8%A1%A8%E7%A4%BA%EF%BC%89%3C%2FDIV%3E%3CP%3E%3C%2FP%3E%0A%3CH4%20id%3D%22toc-hId-1173237772%22%20id%3D%22toc-hId-1173296422%22%20id%3D%22toc-hId-1173296422%22%3E%26nbsp%3B%3C%2FH4%3E%0A%3C%2FDIV%3E%3C%2FLINGO-BODY%3E%3CLINGO-LABS%20id%3D%22lingo-labs-687868%22%20slang%3D%22ja-JP%22%20mode%3D%22NONE%22%3E%3CLINGO-LABEL%3EBasic%20Data%20Analysis%20and%20Modeling%3C%2FLINGO-LABEL%3E%3CLINGO-LABEL%3EData%20Exploration%20and%20Visualization%3C%2FLINGO-LABEL%3E%3CLINGO-LABEL%3EDesign%20of%20Experiments%3C%2FLINGO-LABEL%3E%3C%2FLINGO-LABS%3E
Choose Language Hide Translation Bar
「カスタム計画」の概要と利用例  ~拡張計画、配合計画も含めて~ (日本語)

JMP特有の計画である「カスタム計画」について学ぶことができるオンデマンドセミナーです。実験計画法の初心者を対象としています。

 

  • 動画は3つのチャプター(Chapter1、Chapter2、Chapter 3)で構成され、各チャプターはいくつかのセクション(Section)に分かれております。
  • Chapter 1は、2023年10月に実施した「ビギナー向け 実験計画法の概要とJMPを使った実施例(全3回)*」の第2回"JMPに搭載されている「カスタム計画」の概要と利用例(10/12実施)" の録画を再編集したオンデマンドバージョンです。(実際に実施したセミナーに対し、一部内容を割愛しています。)
  • Chapter 2はカスタム計画と関係する「拡張計画」について、Chapter 3ではカスタム計画を使った「配合計画」を扱います。これら2つのチャプターはオンデマンド用に作成したものです。

 

 

*本ページでセミナーの配布資料(PDF)をダウンロードできます。

 

※本オンデマンドセミナーは、動画作成時点(2023年10月)の最新バージョンである「JMP 17.2」を用いています。

 

Chapter 1:  「カスタム計画」の概要と利用例

JMPでは「カスタム計画」という実験計画法初心者の方にもお勧めの計画作成方法があります。本セミナーではこの計画の概要と、実験計画法を実施する一連の手順をご紹介します。スクリーニング計画、最適計画の例を通し、分析レポートから結果を解釈していきます。

nao_masukawa_0-1697530553467.png

 

Section1: 「カスタム計画とは」(8分16秒)

 

Section2: 「カスタム計画」による実験計画の作成(9分25秒) 

 

Section3: 分析レポートの表示と解釈(17分32秒)

 

Section4: 最適化計画の例(7分33秒)

 

==================================================================================================

Chapter 2:  「拡張計画」の概要と利用例

「拡張計画」を使うと、既存の実験計画に実験を追加することができ、次のような用途で利用することができます。

 

  • すでに実施した実験では実験数が少なく、因子の効果が検出できないため、追加実験を行う
  • すでに実施したスクリーニング実験を拡張し、応答曲面モデルを作成する
  • 実験計画法に基づかず実施した実験を拡張して、因子の効果を検出する

 

Section1: 「拡張計画」の概要(6分15秒)

 

Section2:  「拡張計画」の利用例(14分4秒)

 

==================================================================================================

Chapter 3:  「配合計画」の概要と利用例

「配合計画」は配合物の成分を因子とする計画です。因子は配合物の比率を扱うため、次のような制約があります。

 

  • 因子の取りうる範囲は0~1となる(0%~100%)
  • すべての因子の比率の合計は1(100%)となる

 

JMPでは「カスタム計画」で配合計画を実施することができ、さらに連続因子やカテゴリカル因子、配合因子を混在させて実験計画を作成することができます。

 

Section1: 「配合計画」の概要(3分51秒)

 

Section2:  例1: 3つの配合因子を用いた最適化(12分3秒)

 

Section3:  例2: 配合因子、連続因子、カテゴリカル因子が混在したときのスクリーニング(8分8秒)

 

Recommended Articles