{"id":29565,"date":"2023-08-18T02:01:46","date_gmt":"2023-08-17T17:01:46","guid":{"rendered":"https:\/\/ur.edu-connect.net\/?p=29565"},"modified":"2023-10-27T01:53:27","modified_gmt":"2023-10-26T16:53:27","slug":"python%e3%80%81r%e3%81%ae%e6%bd%9c%e5%9c%a8%e3%82%af%e3%83%a9%e3%82%b9%e5%88%86%e6%9e%90%e3%83%91%e3%83%83%e3%82%b1%e3%83%bc%e3%82%b8%e4%b8%80%e8%a6%a7","status":"publish","type":"post","link":"https:\/\/ur.edu-connect.net\/archives\/29565","title":{"rendered":"Python\u3001R\u306e\u6f5c\u5728\u30af\u30e9\u30b9\u5206\u6790\u30d1\u30c3\u30b1\u30fc\u30b8\u4e00\u89a7"},"content":{"rendered":"\n

R\u3084Python\u3067\u6f5c\u5728\u30af\u30e9\u30b9\u5206\u6790\uff08Latent Class Analysis\uff1aLCA\uff09\u3092\u5b9f\u884c\u3067\u304d\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5897\u3048\u3066\u304d\u305f\u306e\u3067\u7c21\u5358\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u5b9f\u969b\u306bLCA\u304c\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u305f\u3082\u306e\u306e\u307f\u3092\u8868\u306b\u542b\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\uff082023\u5e748\u6708\u6642\u70b9\uff09<\/p>\n\n\n\n

R\u306e\u30d1\u30c3\u30b1\u30fc\u30b8<\/h2>\n\n\n\n
\u30d1\u30c3\u30b1\u30fc\u30b8\u540d<\/th>\u89b3\u6e2c\u5909\u6570\u3068\u3057\u3066\u6271\u3048\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e<\/th>\u5171\u5909\u91cf\uff08covariates\uff09
\u306e\u6295\u5165<\/th>		Distal Outcomes
\u306e\u6295\u5165<\/th>		\u5099\u8003<\/th><\/tr><\/thead>
poLCA<\/a><\/td>\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09<\/td>\u53ef<\/td>\u4e0d\u53ef<\/td>\u30fb\u591a\u304f\u306e\u8ad6\u6587\u3067\u4f7f\u7528\u3055\u308c\u305f\u5b9f\u7e3e\u304c\u3042\u308b<\/td><\/tr>
randomLCA<\/a><\/td>2\u5024\u30c7\u30fc\u30bf\uff080\/1\uff09\u306e\u307f<\/td>\u4e0d\u53ef<\/td>\u4e0d\u53ef<\/td>
\u30fbBLRT\uff08Bootstrapped Likelihood Ratio Test\uff09\u304c\u4f7f\u3048\u308b
<\/td><\/tr>
multilevLCA<\/a><\/td>\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09<\/td>\u53ef<\/td>\u4e0d\u53ef<\/td>\u30fb\u30de\u30eb\u30c1\u30ec\u30d9\u30ebLC\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u53ef\u80fd
\u30fbBIC\u3092\u57fa\u6e96\u306b\u3057\u305f\u30af\u30e9\u30b9\u6570\u306e\u63d0\u6848\u3092\u3057\u3066\u304f\u308c\u308b<\/td><\/tr>
depmixS4<\/a><\/td>\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09\u3001\u9023\u7d9a\u5909\u6570\u3082\u53ef<\/td>\u53ef<\/td>\uff1f<\/td>\u30fb\u305d\u3082\u305d\u3082HMM\u7528\u306b\u4f5c\u3089\u308c\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3001LTA\uff08latent Transition Analysis\uff09\u306e\u4e00\u90e8\u3068\u3057\u3066LCA\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u3001\u5909\u6570\u540d\u7b49\u304cLCA\u3068\u306f\u7570\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3002
\u30fb\u8a73\u3057\u3044\u4f7f\u3044\u65b9\u306f Ways<\/a> to do Latent Class Analysis in R<\/a> \u304c\u53c2\u8003\u306b\u306a\u308b<\/td><\/tr>
tidySEM<\/a><\/td>\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09<\/td>\uff1f\uff08Open MX\u306e\u4f7f\u3044\u65b9\u6b21\u7b2c\u3067\u53ef\u80fd\u306a\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u4e0d\u660e\uff09<\/td>\u53ef\uff08BCH Correction\uff09<\/td>\u30fbOpenMX\u30d1\u30c3\u30b1\u30fc\u30b8\u306ewrapper\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b
\u30fb\u8a73\u7d30\u306f tidySEM<\/a> \u3092\u53c2\u7167<\/td><\/tr><\/tbody><\/table>
<\/figcaption><\/figure>\n\n\n\n

Python\u306e\u30d1\u30c3\u30b1\u30fc\u30b8<\/h2>\n\n\n\n
\u30d1\u30c3\u30b1\u30fc\u30b8\u540d<\/th>\u89b3\u6e2c\u5909\u6570\u3068\u3057\u3066\u6271\u3048\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e<\/th>\u5171\u5909\u91cf\uff08covariates\uff09
\u306e\u6295\u5165<\/th>		Distal Outcomes
\u306e\u6295\u5165<\/th>		\u5099\u8003<\/th><\/tr><\/thead>
Stepmix<\/a><\/td>\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09<\/td>\u53ef<\/td>\u53ef\uff08BCH Correction\u3001ML Correction\uff09<\/td>\u30fb\u516c\u958b\u3055\u308c\u305f\u3070\u304b\u308a\u3067\u5b9f\u7e3e\u304c\u5c11\u306a\u3044\u304c\u3001\u69d8\u3005\u306a\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u305f\u5206\u6790\u304c\u53ef\u80fd
\u30fb\u89e3\u8aac\u3084\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b<\/td><\/tr><\/tbody><\/table>
<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"

R\u3084Python\u3067\u6f5c\u5728\u30af\u30e9\u30b9\u5206\u6790\uff08Latent Class Analysis\uff1aLCA\uff09\u3092\u5b9f\u884c\u3067\u304d\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5897\u3048\u3066\u304d\u305f\u306e\u3067\u7c21\u5358\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u5b9f\u969b\u306bLCA\u304c\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u305f\u3082\u306e\u306e\u307f\u3092\u8868\u306b\u542b\u3081\u3066\u3044\u307e\u3059\u3002 \uff082023\u5e748\u6708\u6642\u70b9\uff09 R\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 \u30d1\u30c3\u30b1\u30fc\u30b8\u540d \u89b3\u6e2c\u5909\u6570\u3068\u3057\u3066\u6271\u3048\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e \u5171\u5909\u91cf\uff08covariates\uff09\u306e\u6295\u5165 Distal Outcomes\u306e\u6295\u5165 \u5099\u8003 poLCA \u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\uff083\u5024\u4ee5\u4e0a\u3082\u53ef\uff09 \u53ef \u4e0d\u53ef \u30fb\u591a […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[90],"tags":[182,183,151,176],"class_list":["post-29565","post","type-post","status-publish","format-standard","hentry","category-res","tag-latent-class-analysis","tag-lca","tag-python","tag-r"],"_links":{"self":[{"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/posts\/29565"}],"collection":[{"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/comments?post=29565"}],"version-history":[{"count":7,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/posts\/29565\/revisions"}],"predecessor-version":[{"id":29580,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/posts\/29565\/revisions\/29580"}],"wp:attachment":[{"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/media?parent=29565"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/categories?post=29565"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ur.edu-connect.net\/wp-json\/wp\/v2\/tags?post=29565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}