{"id":2012,"date":"2023-07-24T02:18:19","date_gmt":"2023-07-24T02:18:19","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%8e%e3%83%8f%e3%82%99%e4%bb%ae%e8%aa%ac\/"},"modified":"2023-07-24T02:18:19","modified_gmt":"2023-07-24T02:18:19","slug":"%e3%83%9e%e3%83%8e%e3%83%8f%e3%82%99%e4%bb%ae%e8%aa%ac","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%8e%e3%83%8f%e3%82%99%e4%bb%ae%e8%aa%ac\/","title":{"rendered":"\u5b8c\u5168\u30ac\u30a4\u30c9: manova \u306e\u4eee\u5b9a\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>MANOVA<\/strong> (\u591a\u5909\u91cf\u5206\u6563\u5206\u6790) \u306f\u30011 \u3064\u4ee5\u4e0a\u306e\u56e0\u5b50\u5909\u6570\u304c\u8907\u6570\u306e\u5fdc\u7b54\u5909\u6570\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001MANOVA \u3092\u4f7f\u7528\u3057\u3066\u3001\u6559\u80b2\u30ec\u30d9\u30eb (\u9ad8\u6821\u5352\u696d\u8cc7\u683c\u3001\u6e96\u5b66\u58eb\u53f7\u3001\u5b66\u58eb\u53f7\u3001\u4fee\u58eb\u53f7) \u304c\u5e74\u53ce\u3068\u5b66\u751f\u30ed\u30fc\u30f3\u7dcf\u8ca0\u50b5\u306e\u4e21\u65b9\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18895 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/manova.png\" alt=\"\" width=\"452\" height=\"144\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/ja\/anova-ancova-manova-mancova-\u306e\u9055\u3044\/\" target=\"_blank\" rel=\"noopener\">ANOVA\u3001ANCOVA\u3001MANOVA\u3001MANCOVA \u306e\u9055\u3044<\/a><\/p>\n<p><span style=\"color: #000000;\">MANOVA \u3092\u5b9f\u884c\u3059\u308b\u305f\u3073\u306b\u3001\u6b21\u306e\u524d\u63d0\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u591a\u5909\u91cf\u6b63\u898f\u6027<\/strong>\u2013 \u5fdc\u7b54\u5909\u6570\u306f\u3001\u56e0\u5b50\u5909\u6570\u306e\u5404\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u72ec\u7acb\u6027<\/strong>\u2013 \u5404\u89b3\u6e2c\u5024\u306f\u6bcd\u96c6\u56e3\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u304b\u3064\u72ec\u7acb\u3057\u3066\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \u7b49\u5206\u6563<\/strong>\u2013 \u5404\u30b0\u30eb\u30fc\u30d7\u306e\u6bcd\u96c6\u56e3\u5171\u5206\u6563\u884c\u5217\u306f\u7b49\u3057\u3044\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>4. \u591a\u5909\u91cf\u5916\u308c\u5024\u304c\u306a\u3044<\/strong>\u2013 \u6975\u7aef\u306a\u591a\u5909\u91cf\u5916\u308c\u5024\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5404\u4eee\u5b9a\u306e\u8aac\u660e\u3068\u3001\u305d\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4eee\u5b9a 1: \u591a\u5909\u91cf\u6b63\u898f\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">MANOVA \u306f\u3001\u5fdc\u7b54\u5909\u6570\u304c\u56e0\u5b50\u5909\u6570\u306e\u5404\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u591a\u5909\u91cf\u6b63\u898f\u5206\u5e03\u3059\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5404\u56e0\u5b50 * \u5fdc\u7b54\u5909\u6570\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u5c11\u306a\u304f\u3068\u3082 20 \u500b\u306e\u89b3\u6e2c\u5024\u304c\u3042\u308b\u5834\u5408\u3001\u591a\u5909\u91cf\u6b63\u898f\u6027\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5404\u56e0\u5b50 * \u5fdc\u7b54\u5909\u6570\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u89b3\u6e2c\u5024\u304c 20 \u672a\u6e80\u306e\u5834\u5408\u306f\u3001\u6563\u5e03\u56f3\u884c\u5217\u3092\u4f5c\u6210\u3057\u3066\u6b8b\u5dee\u3092\u8996\u899a\u5316\u3057\u3001\u3053\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u3044\u306a\u3053\u3068\u306b\u3001MANOVA \u306f\u591a\u5909\u91cf\u6b63\u898f\u6027\u304b\u3089\u306e\u9038\u8131\u306b\u5bfe\u3057\u3066\u9811\u5f37\u3067\u3042\u308b\u3053\u3068\u304c\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5c0f\u3055\u3044\u304b\u3089\u4e2d\u7a0b\u5ea6\u306e\u9038\u8131\u306f\u901a\u5e38\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4eee\u8aac 2: \u72ec\u7acb\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">MANOVA \u306f\u3001\u5404\u89b3\u6e2c\u5024\u304c\u6bcd\u96c6\u56e3\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u304b\u3064\u72ec\u7acb\u3057\u3066\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3055\u308c\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u306b <a href=\"https:\/\/statorials.org\/ja\/\u30b5\u30f3\u30d5\u309a\u30ea\u30f3\u30af\u3099\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">\u78ba\u7387\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u6cd5<\/a>(\u6bcd\u96c6\u56e3\u306e\u5404\u30e1\u30f3\u30d0\u30fc\u304c\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u307e\u308c\u308b\u3088\u3046\u306b\u9078\u629e\u3055\u308c\u308b\u78ba\u7387\u304c\u7b49\u3057\u3044) \u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u9650\u308a\u3001\u5404\u89b3\u6e2c\u5024\u306f\u30e9\u30f3\u30c0\u30e0\u304b\u3064\u72ec\u7acb\u3057\u305f\u65b9\u6cd5\u3067\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3055\u308c\u305f\u3068\u60f3\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u78ba\u7387\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u624b\u6cd5\u306e\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5358\u7d14\u306a\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5c64\u5225\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30e9\u30f3\u30c0\u30e0\u30af\u30e9\u30b9\u30bf\u30fc\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4f53\u7cfb\u7684\u306a\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u4eee\u5b9a 3: \u5206\u6563\u304c\u7b49\u3057\u3044<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">MANOVA \u306f\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u6bcd\u96c6\u56e3\u5171\u5206\u6563\u884c\u5217\u304c\u7b49\u3057\u3044\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001Box \u306e M \u691c\u5b9a\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u691c\u5b9a\u306f\u975e\u5e38\u306b\u53b3\u5bc6\u3067\u3042\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6bcd\u96c6\u56e3\u306e\u5171\u5206\u6563\u884c\u5217\u304c\u7b49\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u901a\u5e38\u306f\u6709\u610f\u6c34\u6e96 0.001 \u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">Box \u306e M \u691c\u5b9a\u306e p \u5024\u304c 0.001 \u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u3053\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u305f\u3068\u3048\u691c\u5b9a\u306e p \u5024\u304c 0.001 \u672a\u6e80\u3067\u3042\u3063\u3066\u3082\u3001MANOVA \u306f\u3053\u306e\u4eee\u8aac\u304b\u3089\u306e\u9038\u8131\u306b\u5bfe\u3057\u3066\u9811\u5065\u3067\u3042\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b49\u3057\u304f\u306a\u3044\u5171\u5206\u6563\u884c\u5217\u304c\u554f\u984c\u306b\u306a\u308b\u306b\u306f\u3001\u5171\u5206\u6563\u884c\u5217\u9593\u306e\u5dee\u7570\u304c\u975e\u5e38\u306b\u6975\u7aef\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4eee\u8aac 4: \u591a\u5909\u91cf\u306e\u5916\u308c\u5024\u306f\u5b58\u5728\u3057\u306a\u3044<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">MANOVA \u306f\u3001\u7d50\u679c\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u6975\u7aef\u306a\u591a\u5909\u91cf\u5916\u308c\u5024\u304c\u30c7\u30fc\u30bf\u5185\u306b\u5b58\u5728\u3057\u306a\u3044\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4eee\u5b9a\u3092\u691c\u8a3c\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u5404\u89b3\u6e2c\u5024\u306e\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u591a\u5909\u91cf\u7a7a\u9593\u5185\u306e 2 \u70b9\u9593\u306e\u8ddd\u96e2\u3092\u8868\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u89b3\u6e2c\u5024\u306e\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u306b\u5bfe\u5fdc\u3059\u308b p \u5024\u304c 0.001 \u672a\u6e80\u306e\u5834\u5408\u3001\u901a\u5e38\u3001\u305d\u306e\u89b3\u6e2c\u5024\u306f\u6975\u7aef\u306a\u5916\u308c\u5024\u3067\u3042\u308b\u3068\u5ba3\u8a00\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<ul>\n<li> <a href=\"https:\/\/statorials.org\/ja\/\u30de\u30cf\u30e9\u30ce\u30d2\u3099\u30b9\u8ddd\u96e2r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"https:\/\/statorials.org\/ja\/\u30de\u30cf\u30e9\u30ce\u30d2\u3099\u30b9\u8ddd\u96e2-spss\/\" target=\"_blank\" rel=\"noopener\">SPSS \u3067\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"https:\/\/statorials.org\/ja\/\u30de\u30cf\u30e9\u30ce\u30d2\u3099\u30b9\u30ea\u30e2\u30fc\u30c8python\/\" target=\"_blank\" rel=\"noopener\">Python \u3067\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067 MANOVA \u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30de\u30ce\u30cf\u3099\u304b\u3089r\/\" target=\"_blank\" rel=\"noopener\">R \u3067 MANOVA \u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30de\u30ce\u30cf\u3099spss\/\" target=\"_blank\" rel=\"noopener\">SPSS \u3067 MANOVA \u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30de\u30ce\u30cf\u3099\u30b9\u30c6\u30fc\u30bf\u30b9\/\" target=\"_blank\" rel=\"noopener\">Stata \u3067 MANOVA \u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MANOVA (\u591a\u5909\u91cf\u5206\u6563\u5206\u6790) \u306f\u30011 \u3064\u4ee5\u4e0a\u306e\u56e0\u5b50\u5909\u6570\u304c\u8907\u6570\u306e\u5fdc\u7b54\u5909\u6570\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001MANOVA \u3092\u4f7f\u7528\u3057\u3066\u3001\u6559\u80b2\u30ec\u30d9\u30eb (\u9ad8\u6821\u5352\u696d\u8cc7\u683c\u3001\u6e96\u5b66\u58eb\u53f7\u3001\u5b66\u58eb\u53f7\u3001\u4fee\u58eb\u53f7 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2012","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5b8c\u5168\u30ac\u30a4\u30c9: MANOVA \u306e\u4eee\u5b9a\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5 - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u591a\u5909\u91cf\u5206\u6563\u5206\u6790\u306e\u7565\u3067\u3042\u308b MANOVA \u3067\u7acb\u3066\u3089\u308c\u305f\u4eee\u8aac\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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