{"id":12074,"date":"2024-08-20T08:47:47","date_gmt":"2024-08-19T23:47:47","guid":{"rendered":"http:\/\/macroscope.world.coocan.jp\/yukukawa\/?p=12074"},"modified":"2024-08-20T09:24:18","modified_gmt":"2024-08-20T00:24:18","slug":"%e6%b1%9f%e5%b4%8e-%e8%b2%b4%e8%a3%95-2023-%e3%83%87%e3%83%bc%e3%82%bf%e5%8f%af%e8%a6%96%e5%8c%96%e5%ad%a6%e5%85%a5%e9%96%80","status":"publish","type":"post","link":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/?p=12074","title":{"rendered":"\u6c5f\u5d0e \u8cb4\u88d5 (2023) \u30c7\u30fc\u30bf\u53ef\u8996\u5316\u5b66\u5165\u9580"},"content":{"rendered":"<ul>\n<li>\u6c5f\u5d0e \u8cb4\u88d5, 2023: <em>(\u6307\u6a19\u30fb\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u304b\u3089\u59cb\u3081\u308b) \u30c7\u30fc\u30bf\u53ef\u8996\u5316\u5b66\u5165\u9580 &#8212; \u30c7\u30fc\u30bf\u3092\u6d1e\u5bdf\u306b\u3064\u306a\u3052\u308b\u6280\u8853<\/em>\u3002\u30bd\u30b7\u30e0, 269 pp. ISBN 978-4-8026-1444-3.<\/li>\n<\/ul>\n<p>2023\u5e7412\u6708\u306e\u65b0\u520a\u3001A5\u5224 \u6a2a\u66f8\u304d\u306e\u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3002\u308f\u305f\u3057\u306f2024\u5e743\u6708\u3001\u300c\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u5b66\u300d\u3068\u3044\u3046\u672c\u304c\u3042\u308b\u3068\u3044\u3046\u60c5\u5831\u3092\u77e5\u3063\u3066\u5927\u304d\u3044\u672c\u5c4b\u306e\u7406\u5de5\u7cfb\u306e\u58f2\u308a\u5834\u306b\u884c\u3063\u305f\u3089\u3001\u65b0\u520a\u306e\u68da\u3067\u8868\u7d19\u3092\u898b\u305b\u3066\u9673\u5217\u3055\u308c\u3066\u3044\u305f\u306e\u3060\u304c\u3001\u8868\u7d19 (\u5916\u30ab\u30d0\u30fc) \u306e\u9752\u306e\u5730\u306b\u767d\u306e\u6587\u5b57\u3067\u5927\u304d\u304f\u66f8\u3044\u3066\u3042\u308b\u5b57\u306e\u3046\u3061\u307e\u305a\u300c\u5316\u5b66\u300d\u304c\u76ee\u306b\u306f\u3044\u3063\u305f\u306e\u3067\u3001\u4e00\u77ac\u3001\u3082\u3068\u3081\u3066\u3044\u308b\u672c\u3067\u306f\u306a\u3044\u3068\u304a\u3082\u3063\u3066\u3057\u307e\u3063\u305f\u3002\u300c\u53ef\u8996\u5316\u5b66\u300d\u306e4\u6587\u5b57\u304c\u8868\u7d19\u306e\u6a2a\u5e45\u3044\u3063\u3071\u3044\u306b\u3001\u305d\u306e\u4e0a\u306b\u540c\u3058\u5927\u304d\u3055\u306e\u5b57\u3067\u300c\u30c7\u30fc\u30bf\u300d\u304c\u66f8\u3044\u3066\u3042\u3063\u305f\u306e\u3060\u3063\u305f\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30922\u6b21\u5143\u5e73\u9762\u4e0a\u306e\u56f3\u5f62\u3067\u8868\u73fe\u3059\u308b\u6280\u6cd5\u306e\u6559\u79d1\u66f8\u7684\u306a\u672c\u3060\u3002\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b\u306f\u300c\u63a2\u7d22\u5fd7\u5411\u300d\u3068\u300c\u8aac\u660e\u5fd7\u5411\u300d\u304c\u3042\u3063\u3066\u3001\u306e\u305e\u307e\u3057\u3044\u7279\u5fb4\u304c\u3061\u304c\u3046\u306e\u3060\u3001\u3068\u3044\u3046\u3053\u3068\u3092\u3053\u3068\u308f\u3063\u305f\u3046\u3048\u3067\u3001\u4e21\u65b9\u3092\u60f3\u5b9a\u3057\u3066\u6280\u6cd5\u3092\u7d39\u4ecb\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u306f\u3058\u3081\u306e\u7b2c1, 2\u7ae0\u3068\u3001\u304a\u308f\u308a\u306e\u7b2c8\u7ae0\u306f\u3001\u4eba\u304c\u898b\u3066\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u304c\u308f\u304b\u308b\u3088\u3046\u306a\u56f3\u5f62\u8868\u73fe\u3092\u3059\u308b\u3068\u3044\u3046\u300c\u53ef\u8996\u5316\u300d\u306e\u89b3\u70b9\u304c\u3064\u3088\u3044\u3068\u304a\u3082\u3046\u3002\u3042\u3044\u3060\u306e\u7b2c3-7\u7ae0\u306f\u3001\u7d71\u8a08\u5b66\u306e\u5206\u91ce\u3067\u958b\u767a\u3055\u308c\u3066\u304d\u305f\u6982\u5ff5\u3092\u5fdc\u7528\u3059\u308b\u3068\u3044\u3046\u89b3\u70b9\u304c\u3064\u3088\u3044\u3068\u304a\u3082\u3046\u3002<\/p>\n<p>\u305f\u304f\u3055\u3093\u306e\u56f3 (\u305d\u306e\u591a\u304f\u304c\u591a\u8272) \u304c\u3075\u304f\u307e\u308c\u3066\u3044\u3066\u3001\u305d\u306e\u307b\u3068\u3093\u3069\u306f\u3001Python \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u305f\u3082\u306e\u3060\u3002\u305f\u3060\u3057\u3001\u305d\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u5370\u5237\u3055\u308c\u3066\u3044\u306a\u3044\u3002(\u3082\u3057\u5370\u5237\u3057\u305f\u3089\u81a8\u5927\u306a\u30da\u30fc\u30b8\u6570\u3092\u304f\u3046\u3060\u308d\u3046\u3002) \u8457\u8005\u306e GitHub \u30b5\u30a4\u30c8\u306b\u7f6e\u304b\u308c\u3066\u3044\u308b\u3002\u672c\u66f8\u306b\u306f\u3001\u5dfb\u672b\u306e\u4ed8\u9332\u3068\u3057\u3066\u3001Python \u8a00\u8a9e\u3068\u3001\u30b0\u30e9\u30d5\u4f5c\u56f3\u306e\u305f\u3081\u306e matplotlib \u3068seaborn\u3001\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3068\u3044\u3046\u69cb\u9020\u3067\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306e pandas\u3001\u7d71\u8a08\u5b66\u7684\u306a\u8a08\u7b97\u3092\u3059\u308b\u305f\u3081\u306e scipy \u306e\u3046\u3061\u306e stats \u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u7c21\u5358\u306b\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002Python \u8a00\u8a9e\u3067\u4f5c\u56f3\u3092\u3057\u305f\u7d4c\u9a13\u306e\u3042\u308b\u4eba\u306a\u3089\u3070\u3001\u672c\u66f8\u306e\u56f3\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u305d\u3046\u3060\u3002(\u8457\u8005\u304c\u8457\u4f5c\u6a29\u3092\u3082\u3063\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u306f\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u306b\u304a\u304d\u304b\u3048\u3089\u308c\u3066\u3044\u308b\u305d\u3046\u3060\u304c\u3002) \u3057\u304b\u3057\u3001\u305d\u308c\u3067\u672c\u66f8\u306e\u6280\u6cd5\u3092\u8eab\u306b\u3064\u3051\u3089\u308c\u308b\u3068\u306f\u304b\u306a\u3089\u305a\u3057\u3082\u3044\u3048\u306a\u3044\u3060\u308d\u3046\u3002\u3068\u304f\u306b\u3001\u300c\u7d71\u8a08\u91cf\u300d\u3084\u300c\u6307\u6a19\u300d\u306b\u3064\u3044\u3066\u306f\u3001\u7d71\u8a08\u5b66\u306e\u6559\u79d1\u66f8\u306a\u3069\u3067\u52c9\u5f37\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3060\u3002\u3084\u3084\u5c02\u9580\u7684\u306a\u6982\u5ff5\u306b\u3064\u3044\u3066\u306e\u53c2\u8003\u66f8\u306f\u811a\u6ce8\u306b\u3042\u3052\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u300c\u6bd4\u4f8b\u5c3a\u5ea6\u3001\u9593\u9694\u5c3a\u5ea6\u3001\u9806\u5e8f\u5c3a\u5ea6\u3001\u540d\u7fa9\u5c3a\u5ea6\u300d\u3068\u3044\u3046\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u306b\u3088\u308b\u5206\u985e\u304c\u3001\u672c\u306e\u307e\u3093\u306a\u304b\u306e5.2\u7bc0\u306e\u300c\u56f35.2.6\u300d\u306b (\u672c\u66f8\u306f\u8868\u3082\u300c\u56f3\u300d\u3068\u3057\u3066\u304b\u305e\u3048\u3066\u3044\u308b)\u3001\u300cStevens 1946\u300d\u306e\u6587\u732e\u3078\u306e\u53c2\u7167\u306a\u3057\u306b\u3067\u3066\u304f\u308b\u3002 (\u308f\u305f\u3057\u306f <a href=\"https:\/\/macroscope.hatenablog.com\/entry\/2021\/02\/04\/235220\">[\u5225\u30d6\u30ed\u30b0 2021-02-04 \u306e\u8a18\u4e8b]<\/a> \u306e 4\u7bc0\u3067\u3075\u308c\u305f\u3002) \u3053\u308c\u306f\u3001\u672c\u306e\u306f\u3084\u3044\u6bb5\u968e\u3067\u3060\u3057\u3066\u304a\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u624b\u6cd5\u3092\u7d39\u4ecb\u3059\u308b\u969b\u306b\u3001\u3069\u306e\u985e\u306e\u30c7\u30fc\u30bf\u306b\u3064\u304b\u3048\u308b\u3082\u306e\u304b\u3092\u306e\u3079\u305f\u307b\u3046\u304c\u3088\u304b\u3063\u305f\u3068\u304a\u3082\u3046\u3002<\/p>\n<p>\u6298\u308a\u304b\u3048\u3057\u306e\u3042\u3068\u306b \u76ee\u6b21\u3092\u3064\u3051\u308b\u3002<br \/>\n<!--more--><br \/>\n===== \u76ee\u6b21 =====<br \/>\n\u307e\u3048\u304c\u304d<br \/>\n\u76ee\u6b21<br \/>\n\u7b2c1\u7ae0 \u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u672c\u8cea<br \/>\n &#8211; 1.1 \u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u3068\u3044\u3046\u3053\u3068<br \/>\n &#8211; &#8211; \u30c7\u30fc\u30bf\u3092\u300c\u8996\u3048\u308b\u300d\u3088\u3046\u306b\u3059\u308b<br \/>\n &#8211; &#8211; \u63a2\u7d22\u5fd7\u5411\u578b\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3068\u8aac\u660e\u5fd7\u5411\u578b\u30c7\u30fc\u30bf\u53ef\u8996\u5316<br \/>\n &#8211; &#8211; \u53ef\u8996\u5316\u304c\u6a5f\u80fd\u3059\u308b\u3068\u304d<br \/>\n &#8211; &#8211; \u30c7\u30fc\u30bf\u89e3\u91c8\u306f\u300c\u30ed\u30b8\u30c3\u30af\u300d\u306e\u3042\u3066\u306f\u3081<br \/>\n &#8211; &#8211; \u6307\u6a19\u5316\u306b\u3088\u308b\u30ed\u30b8\u30c3\u30af\u306e\u3042\u3066\u306f\u3081<br \/>\n &#8211; &#8211; \u672c\u66f8\u3067\u6271\u308f\u306a\u3044\u3053\u3068<br \/>\n &#8211; 1.2 \u53ef\u8996\u5316\u306e\u52b9\u679c\u3092\u8003\u3048\u308b<br \/>\n &#8211; &#8211; \u6587\u5b57\u60c5\u5831\u3068\u8996\u899a\u60c5\u5831<br \/>\n &#8211; &#8211; \u6570\u5024\u628a\u63e1\u304c\u5bb9\u6613\u306b\u306a\u308b<br \/>\n &#8211; &#8211; \u30d1\u30bf\u30fc\u30f3\u306e\u767a\u898b\u304c\u5bb9\u6613\u306b\u306a\u308b<br \/>\n &#8211; &#8211; \u8ffd\u52a0\u306e\u60c5\u5831\u3068\u7d10\u3065\u3051\u308b<br \/>\n &#8211; 1.3 \u53ef\u8996\u5316\u3067\u8aad\u307f\u53d6\u308c\u308b\u30ed\u30b8\u30c3\u30af<br \/>\n &#8211; &#8211; \u5927\u5c0f\u30fb\u9060\u8fd1\u30fb\u591a\u5be1<br \/>\n &#8211; &#8211; \u5909\u6570\u9593\u306e\u95a2\u4fc2\u6027\u306e\u5b58\u5728<br \/>\n &#8211; &#8211; \u73fe\u8c61\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u306e\u7279\u5fb4<br \/>\n &#8211; &#8211; \u7406\u8ad6\u30ed\u30b8\u30c3\u30af\u3068\u306e\u7d10\u3065\u3051<br \/>\n &#8211; \u7b2c1\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c2\u7ae0 \u6570\u91cf\u3092\u628a\u63e1\u3059\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316<br \/>\n &#8211; 2.1 \u6570\u91cf\u3068\u56f3\u5f62\u306e\u5927\u304d\u3055\u3092\u7d10\u3065\u3051\u308b<br \/>\n &#8211; &#8211; \u4e8c\u6b21\u5143\u7684\u306a\u5927\u304d\u3055<br \/>\n &#8211; &#8211; \u8981\u7d20\u6570\u304c\u591a\u3044\u5834\u5408\u306b\u5168\u4f53\u50cf\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; 2.2 \u5927\u304d\u3055\u3092\u6bd4\u8f03\u3059\u308b<br \/>\n &#8211; &#8211; \u68d2\u30b0\u30e9\u30d5\u306b\u3064\u3044\u3066\u8003\u3048\u308b<br \/>\n &#8211; &#8211; \u68d2\u30b0\u30e9\u30d5\u306e\u6a5f\u80fd\u3068\u898b\u305b\u65b9<br \/>\n &#8211; &#8211; \u5fc5\u305a\u3057\u3082\u68d2\u30b0\u30e9\u30d5\u306b\u3053\u3060\u308f\u308b\u5fc5\u8981\u306f\u306a\u3044<br \/>\n &#8211; 2.3 \u6a19\u672c\u3092\u8996\u3048\u308b\u3088\u3046\u306b\u3059\u308b<br \/>\n &#8211; &#8211; \u30b0\u30eb\u30fc\u30d7\u540c\u58eb\u306e\u6bd4\u8f03\u3092\u884c\u306a\u3046<br \/>\n &#8211; &#8211; \u30c7\u30fc\u30bf\u306e\u307e\u3068\u307e\u308a\u3092\u63cf\u753b\u3059\u308b\u65b9\u6cd5<br \/>\n &#8211; \u7b2c2\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c3\u7ae0 \u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u3068\u3089\u3048\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316<br \/>\n &#8211; 3.1 \u5206\u5e03\u306e\u7279\u5fb4\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u5206\u5e03\u306e\u7279\u5fb4\u30fb\u7740\u76ee\u3059\u308b\u30dd\u30a4\u30f3\u30c8<br \/>\n &#8211; &#8211; \u7406\u8ad6\u5206\u5e03\u3068\u6bd4\u8f03\u3059\u308b<br \/>\n &#8211; &#8211; \u7d2f\u7a4d\u5206\u5e03\u3067\u5f53\u3066\u306f\u3081\u308b<br \/>\n &#8211; 3.2 \u7dda\u3067\u7279\u5fb4\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u6298\u308c\u7dda\u30fb\u30a8\u30ea\u30a2\u30c1\u30e3\u30fc\u30c8<br \/>\n &#8211; &#8211; \u6ca2\u5c71\u306e\u3082\u306e\u3092\u6bd4\u3079\u308b<br \/>\n &#8211; &#8211; \u30b9\u30ed\u30fc\u30d7\u30b0\u30e9\u30d5<br \/>\n &#8211; &#8211; \u5909\u5316\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8003\u3048\u308b<br \/>\n &#8211; 3.3 2\u5909\u6570\u306e\u95a2\u4fc2\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u6563\u5e03\u56f3\u30fb\u30da\u30a2\u30d7\u30ed\u30c3\u30c8<br \/>\n &#8211; &#8211; \u76f8\u95a2\u3092\u898b\u308b\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0<br \/>\n &#8211; &#8211; \u7279\u5b9a\u306e\u95a2\u4fc2\u6027\u304b\u3089\u306e\u6563\u3089\u3070\u308a\u5177\u5408\u3092\u898b\u308b<br \/>\n &#8211; &#8211; \u60c5\u5831\u306e\u591a\u3044\u30c7\u30fc\u30bf\u3092\u6563\u5e03\u56f3\u306b\u3059\u308b<br \/>\n &#8211; \u7b2c3\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c4\u7ae0 \u591a\u5909\u6570\u3092\u3068\u3089\u3048\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316<br \/>\n &#8211; 4.1 \u4e09\u3064\u4ee5\u4e0a\u306e\u5909\u6570\u306e\u53ef\u8996\u5316<br \/>\n &#8211; &#8211; \u30ec\u30fc\u30c0\u30fc\u30c1\u30e3\u30fc\u30c8\u306f\u9650\u5b9a\u7684\u306a\u5834\u9762\u3067\u4f7f\u3048\u308b<br \/>\n &#8211; &#8211; \u30d1\u30e9\u30ec\u30eb\u30d7\u30ed\u30c3\u30c8\u3067\u7279\u5fb4\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u30d2\u30fc\u30c8\u30de\u30c3\u30d7<br \/>\n &#8211; 4.2 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30b0\u30e9\u30d5<br \/>\n &#8211; &#8211; \u6709\u5411\u304d\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u968e\u5c64\u69cb\u9020<br \/>\n &#8211; &#8211; \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u53ef\u8996\u5316\u306e\u30dd\u30a4\u30f3\u30c8<br \/>\n &#8211; 4.3 \u300c\u307e\u3068\u3081\u308b\u300d\u53ef\u8996\u5316<br \/>\n &#8211; &#8211; \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<br \/>\n &#8211; &#8211; \u6b21\u5143\u5727\u7e2e<br \/>\n &#8211; &#8211; \u6642\u7cfb\u5217\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u4f7f\u3046<br \/>\n &#8211; \u7b2c4\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c5\u7ae0 \u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3092\u3068\u3089\u3048\u308b\u6307\u6a19\u5316<br \/>\n &#8211; 5.1 \u5206\u5e03\u3068\u7d71\u8a08\u91cf<br \/>\n &#8211; &#8211; \u7d71\u8a08\u91cf\u306b\u3064\u3044\u3066\u8003\u3048\u308b<br \/>\n &#8211; &#8211; \u7d71\u8a08\u91cf\u3068\u5206\u5e03\u306e\u76f8\u6027<br \/>\n &#8211; &#8211; \u7d71\u8a08\u91cf\u306b\u6b8b\u308b\u60c5\u5831\u30fb\u6b8b\u3089\u306a\u3044\u60c5\u5831<br \/>\n &#8211; 5.2 \u3070\u3089\u3064\u304d\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u5358\u4f4d\u5f53\u305f\u308a\u306e\u6307\u6a19\u3068\u898f\u683c\u5316<br \/>\n &#8211; &#8211; \u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u3068\u3089\u3048\u308b\u6307\u6a19<br \/>\n &#8211; &#8211; \u3070\u3089\u3064\u304d\u306e\u5ea6\u5408\u3044\u3092\u6bd4\u3079\u308b<br \/>\n &#8211; &#8211; \u5c3a\u5ea6\u3068\u5229\u7528\u53ef\u80fd\u306a\u6307\u6a19<br \/>\n &#8211; 5.3 \u5206\u5e03\u306e\u5f62\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u6b6a\u307f\u306e\u5ea6\u5408\u3044\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u60c5\u5831\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u6307\u6a19<br \/>\n &#8211; &#8211; \u4e0d\u5e73\u7b49\u306e\u6307\u6a19<br \/>\n &#8211; \u7b2c5\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c6\u7ae0 \u95a2\u4fc2\u6027\u3092\u3068\u3089\u3048\u308b\u6307\u6a19\u5316<br \/>\n &#8211; 6.1 \u300c\u8fd1\u3044\u304b\u9060\u3044\u304b\u300d\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u8ddd\u96e2\u3092\u6e2c\u308b\u6307\u6a19<br \/>\n &#8211; &#8211; \u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u8ddd\u96e2\u3067\u96c6\u56e3\u304b\u3089\u306e\u9038\u8131\u5ea6\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u914d\u5217\u306e\u9593\u306e\u8ddd\u96e2\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0a\u306b\u304a\u3051\u308b\u8ddd\u96e2<br \/>\n &#8211; 6.2 \u5206\u5e03\u540c\u58eb\u306e\u8ddd\u96e2\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u30fb\u30b9\u30df\u30eb\u30ce\u30d5\u7d71\u8a08\u91cf<br \/>\n &#8211; &#8211; \u5168\u5909\u52d5\u8ddd\u96e2\u3068\u30ef\u30c3\u30b5\u30fc\u30b9\u30bf\u30a4\u30f3\u8ddd\u96e2<br \/>\n &#8211; &#8211; \u60c5\u5831\u91cf\u3067\u5206\u5e03\u306e\u8ddd\u96e2\u3092\u6e2c\u308b (KL\/JS\u60c5\u5831\u91cf)<br \/>\n &#8211; &#8211; \u5206\u5e03\u9593\u8ddd\u96e2\u306e\u6307\u6a19\u3092\u6bd4\u8f03\u3059\u308b<br \/>\n &#8211; 6.3 \u30da\u30a2\u306b\u306a\u3063\u305f\u5206\u5e03\u9593\u306e\u8ddd\u96e2\u6307\u6a19<br \/>\n &#8211; &#8211; \u76f8\u95a2\u4fc2\u6570\u3067\u985e\u4f3c\u5ea6\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u5909\u63db\u306b\u3088\u308b\u76f8\u95a2\u4fc2\u6570\u306e\u6b63\u898f\u5316<br \/>\n &#8211; &#8211; \u504f\u76f8\u95a2\u4fc2\u6570\u3067\u5b9f\u52b9\u7684\u306a\u76f8\u95a2\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6<br \/>\n &#8211; &#8211; \u8aa4\u5dee\u3092\u6e2c\u308b\u6307\u6a19<br \/>\n &#8211; 6.4 \u300c\u3064\u306a\u304c\u308a\u300d\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u76f8\u4e92\u60c5\u5831\u91cf\u3067\u89b3\u308b\u5909\u6570\u9593\u306e\u3064\u306a\u304c\u308a<br \/>\n &#8211; &#8211; \u79fb\u52d5\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<br \/>\n &#8211; &#8211; \u3064\u306a\u304c\u308a\u304b\u3089\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078<br \/>\n &#8211; \u7b2c6\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c7\u7ae0 \u30d1\u30bf\u30fc\u30f3\u3092\u3068\u3089\u3048\u308b\u6307\u6a19\u5316<br \/>\n &#8211; 7.1 \u6642\u9593\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u96e2\u6563\u5909\u6570\u306e\u6642\u7cfb\u5217\u30d1\u30bf\u30fc\u30f3\u306e\u5b9a\u91cf\u5316<br \/>\n &#8211; &#8211; \u81ea\u5df1\u76f8\u95a2<br \/>\n &#8211; &#8211; \u5468\u6ce2\u6570\u7279\u6027\u3092\u6e2c\u308b<br \/>\n &#8211; &#8211; \u6307\u6a19\u3068\u3057\u3066\u306e\u5fdc\u7528: \u5fc3\u62cd\u30c7\u30fc\u30bf\u5206\u6790<br \/>\n &#8211; 7.2 \u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u30dc\u30ed\u30ce\u30a4\u5206\u5272\u306b\u3088\u308b\u7a7a\u9593\u306e\u5b9a\u91cf\u5316<br \/>\n &#8211; &#8211; \u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u63a8\u5b9a<br \/>\n &#8211; &#8211; \u753b\u50cf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u5b9a\u91cf\u5316\u3059\u308b: \u30b0\u30ec\u30a4\u30ec\u30d9\u30eb\u5171\u8d77\u884c\u5217<br \/>\n &#8211; 7.3 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; &#8211; \u30ea\u30f3\u30af\u3084\u30ce\u30fc\u30c9\u3092\u7279\u5fb4\u4ed8\u3051\u308b\u6307\u6a19<br \/>\n &#8211; &#8211; \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u3092\u7279\u5fb4\u4ed8\u3051\u308b\u6307\u6a19<br \/>\n &#8211; &#8211; \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6307\u6a19\u306e\u5229\u7528<br \/>\n &#8211; \u7b2c7\u7ae0\u307e\u3068\u3081<br \/>\n\u7b2c8\u7ae0 \u30c7\u30fc\u30bf\u6307\u6a19\u5316\u30fb\u53ef\u8996\u5316\u306e\u30d7\u30ed\u30bb\u30b9<br \/>\n &#8211; 8.1 \u52b9\u679c\u7684\u306a\u53ef\u8996\u5316\u306e\u30c6\u30af\u30cb\u30c3\u30af<br \/>\n &#8211; &#8211; \u56f3\u306e\u898b\u3084\u3059\u3055\u3092\u5411\u4e0a\u3055\u305b\u308b\u30c6\u30af\u30cb\u30c3\u30af<br \/>\n &#8211; &#8211; \u5dee\u3092\u8996\u308b\u305f\u3081\u306e\u56f3\u306e\u62e1\u5927\u30fb\u7e2e\u5c0f<br \/>\n &#8211; &#8211; \u60c5\u5831\u3092\u300c\u63a2\u3055\u305b\u306a\u3044\u300d\u53ef\u8996\u5316<br \/>\n &#8211; &#8211; \u4f55\u306e\u53ef\u8996\u5316\u306a\u306e\u304b\u304c\u4f1d\u308f\u308b\u3088\u3046\u306b\u3059\u308b<br \/>\n &#8211; 8.2 \u6307\u6a19\u5316\u304b\u3089\u53ef\u8996\u5316\u306e\u6226\u7565\u3092\u8003\u3048\u308b<br \/>\n &#8211; &#8211; \u53ef\u8996\u5316\u65b9\u91dd\u306e\u6c7a\u3081\u65b9<br \/>\n &#8211; &#8211; \u300c\u826f\u3044\u6307\u6a19\u300d\u3068\u306f<br \/>\n &#8211; &#8211; \u6307\u6a19\u306e\u904b\u7528\u306e\u843d\u3068\u3057\u7a74<br \/>\n &#8211; &#8211; \u6307\u6a19\u5316\u306e\u6063\u610f\u6027\u306b\u5bfe\u51e6\u3059\u308b<br \/>\n &#8211; 8.3 \u53ef\u8996\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u89e3\u91c8\u5b66<br \/>\n &#8211; &#8211; \u4eee\u8aac\u3092\u7acb\u3066\u308b\u3053\u3068\u306e\u91cd\u8981\u6027<br \/>\n &#8211; &#8211; \u7d71\u8a08\u5b66\u7684\u6709\u610f\u6027\u3068\u52b9\u679c<br \/>\n &#8211; &#8211; \u5206\u6790\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3068\u3057\u3066\u53ef\u8996\u5316\u3092\u3068\u3089\u3048\u308b<br \/>\n &#8211; \u7b2c8\u7ae0\u307e\u3068\u3081<br \/>\nAppendix. Python\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u5165\u9580<br \/>\n &#8211; A.1 Pytyon\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u57fa\u672c\u77e5\u8b58<br \/>\n &#8211; &#8211; \u304a\u3059\u3059\u3081\u306e\u74b0\u5883\u69cb\u7bc9<br \/>\n &#8211; &#8211; Matplotlib \u306e\u8aac\u660e<br \/>\n &#8211; &#8211; Matplotlib \u306b\u304a\u3051\u308b\u56f3\u306e\u5404\u69cb\u6210\u8981\u7d20<br \/>\n &#8211; &#8211; \u30b0\u30e9\u30d5\u306e\u63cf\u753b\u3068\u4ed6\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u9023\u643a<br \/>\n &#8211; A.2 \u53ef\u8996\u5316\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u30fb\u904b\u7528\u30c6\u30af\u30cb\u30c3\u30af<br \/>\n &#8211; &#8211; \u308f\u304b\u308a\u3084\u3059\u3044\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30dd\u30a4\u30f3\u30c8<br \/>\n &#8211; &#8211; \u5909\u6570\u306b\u4f55\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u660e\u793a\u3059\u308b<br \/>\n &#8211; &#8211; \u3069\u3053\u3067\u4f55\u3092\u3057\u3066\u3044\u308b\u306e\u304b\u308f\u304b\u308a\u3084\u3059\u304f\u3059\u308b<br \/>\n &#8211; A.3 \u4ed8\u9332\u30b3\u30fc\u30c9\u306e\u5229\u7528\u306e\u4ed5\u65b9<br \/>\n &#8211; &#8211; \u4ed8\u9332\u30b3\u30fc\u30c9\u306b\u3064\u3044\u3066<br \/>\n &#8211; &#8211; \u3088\u304f\u767b\u5834\u3059\u308b\u57fa\u672c\u30e9\u30a4\u30d6\u30e9\u30ea<br \/>\n\u3042\u3068\u304c\u304d<br \/>\n\u7d22\u5f15<br \/>\n\u8457\u8005\u7d39\u4ecb<br \/>\n==========<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6c5f\u5d0e \u8cb4\u88d5, 2023: (\u6307\u6a19\u30fb\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u304b\u3089\u59cb\u3081\u308b) \u30c7\u30fc\u30bf\u53ef\u8996\u5316\u5b66\u5165\u9580 &#8212; \u30c7\u30fc\u30bf\u3092\u6d1e\u5bdf\u306b\u3064\u306a\u3052\u308b\u6280\u8853\u3002\u30bd\u30b7\u30e0, 269 pp. ISBN 978-4-8026-1444-3. 2023\u5e7412\u6708\u306e\u65b0\u520a [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-12074","post","type-post","status-publish","format-standard","hentry","category-dokusyo-memo-"],"_links":{"self":[{"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/posts\/12074","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12074"}],"version-history":[{"count":4,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/posts\/12074\/revisions"}],"predecessor-version":[{"id":12081,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=\/wp\/v2\/posts\/12074\/revisions\/12081"}],"wp:attachment":[{"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12074"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12074"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/macroscope.world.coocan.jp\/yukukawa\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}