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\u5916\u308c\u5024\uff08outlier\uff09\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u3067\u4ed6\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3068\u5927\u304d\u304f\u7570\u306a\u308b\u5024\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5024\u306f\u901a\u5e38\u3001\u5168\u4f53\u306e\u50be\u5411\u3084\u5206\u5e03\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u3066\u304a\u308a\u3001\u7279\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7d71\u8a08\u306e\u5206\u91ce\u3067\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u6301\u3061\u307e\u3059\u3002\u5916\u308c\u5024\u306f\u3001\u4f55\u3089\u304b\u306e\u7570\u5e38\u304c\u30c7\u30fc\u30bf\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u5834\u5408\u306b\u51fa\u73fe\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u7121\u8996\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u9006\u306b\u91cd\u8981\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u5916\u308c\u5024\u306f\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3068\u6bd4\u8f03\u3057\u3066\u3001\u9855\u8457\u306b\u7570\u5e38\u306a\u5024\u3092\u6301\u3064\u30c7\u30fc\u30bf\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u901a\u5e38\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u304c99%\u3092\u5360\u3081\u308b\u5834\u5408\u3001\u305d\u306e\u7bc4\u56f2\u5916\u306b\u4f4d\u7f6e\u3059\u308b\u30c7\u30fc\u30bf\u304c\u5916\u308c\u5024\u3068\u3055\u308c\u307e\u3059\u3002\u5916\u308c\u5024\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u5e73\u5747\u5024\u3084\u5206\u6563\u3068\u3044\u3063\u305f\u7d71\u8a08\u6307\u6a19\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u5916\u308c\u5024\u304c\u767a\u751f\u3059\u308b\u539f\u56e0\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6e2c\u5b9a\u30a8\u30e9\u30fc\u3084\u8a18\u9332\u30df\u30b9\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u65b9\u6cd5\u306e\u8aa4\u308a\u306a\u3069\u304c\u539f\u56e0\u3068\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5916\u308c\u5024\u304c\u793a\u3059\u60c5\u5831\u306f\u3001\u6642\u306b\u306f\u65b0\u3057\u3044\u767a\u898b\u3084\u7570\u5e38\u4e8b\u8c61\u3092\u793a\u5506\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u751f\u7523\u30e9\u30a4\u30f3\u3067\u306e\u6a5f\u5668\u306e\u6545\u969c\u306b\u3088\u308b\u4e00\u6642\u7684\u306a\u30c7\u30fc\u30bf\u306e\u7570\u5e38\u3002<\/p>\n
\u533b\u7642\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u7570\u5e38\u306a\u691c\u67fb\u7d50\u679c\u3002<\/p>\n
\u5916\u308c\u5024\u3092\u691c\u51fa\u3059\u308b\u65b9\u6cd5\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u304c\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u624b\u6cd5\u306f\u3001\u8996\u899a\u7684\u306a\u624b\u6cd5\u3084\u7d71\u8a08\u7684\u306a\u624b\u6cd5\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u691c\u51fa\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
\u7bb1\u3072\u3052\u56f3\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3092\u8996\u899a\u7684\u306b\u793a\u3059\u305f\u3081\u306e\u30b0\u30e9\u30d5\u3067\u3001\u5916\u308c\u5024\u3092\u76f4\u611f\u7684\u306b\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u975e\u5e38\u306b\u6709\u52b9\u3067\u3059\u3002\u7bb1\u3072\u3052\u56f3\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u592e\u5024\u3001\u56db\u5206\u4f4d\u7bc4\u56f2\u3001\u6700\u5c0f\u5024\u3001\u6700\u5927\u5024\u3092\u793a\u3057\u3001\u5916\u308c\u5024\u306f\u7bb1\u306e\u7bc4\u56f2\u5916\u306b\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u5916\u308c\u5024\u306f\u3001\u901a\u5e38\u30011.5\u500d\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\uff08IQR\uff09\u3092\u8d85\u3048\u305f\u70b9\u3068\u3057\u3066\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u4e2d\u592e\u5024\uff0850%\u70b9\uff09\u3001\u7b2c1\u56db\u5206\u4f4d\uff0825%\u70b9\uff09\u3001\u7b2c3\u56db\u5206\u4f4d\uff0875%\u70b9\uff09\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3002<\/p>\n
\u5916\u308c\u5024\u306f\u3001\u7bb1\u306e\u7bc4\u56f2\u5916\u306b\u4f4d\u7f6e\u3059\u308b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3068\u3057\u3066\u8868\u793a\u3002<\/p>\n
Z\u30b9\u30b3\u30a2\u306f\u3001\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u304c\u5e73\u5747\u304b\u3089\u3069\u308c\u3060\u3051\u96e2\u308c\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u7d71\u8a08\u6307\u6a19\u3067\u3059\u3002Z\u30b9\u30b3\u30a2\u304c3\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306f\u5916\u308c\u5024\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002Z\u30b9\u30b3\u30a2\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306f\u5e73\u5747\u304b\u3089\u96e2\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u6a19\u6e96\u504f\u5dee\u3092\u57fa\u306b\u8a08\u7b97\u3055\u308c\u308bZ\u30b9\u30b3\u30a2\u3067\u3001\u00b13\u3092\u8d85\u3048\u308b\u3082\u306e\u304c\u5916\u308c\u5024\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u3044\u5834\u5408\u306b\u6709\u52b9\u3002<\/p>\n
IQR\uff08Interquartile Range\uff09\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7b2c\u4e00\u56db\u5206\u4f4d\u6570\uff08Q1\uff09\u3068\u7b2c\u4e09\u56db\u5206\u4f4d\u6570\uff08Q3\uff09\u306e\u5dee\u3092\u793a\u3057\u3001\u3053\u308c\u3092\u57fa\u306b\u5916\u308c\u5024\u3092\u691c\u51fa\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u5916\u308c\u5024\u306f\u901a\u5e38\u3001Q1\u304b\u30891.5\u500dIQR\u3092\u5f15\u3044\u305f\u5024\u3001\u307e\u305f\u306fQ3\u306b1.5\u500dIQR\u3092\u52a0\u3048\u305f\u5024\u3088\u308a\u3082\u5c0f\u3055\u3044\u304b\u5927\u304d\u3044\u5024\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5927\u304d\u3044\u5834\u5408\u3001IQR\u3092\u5229\u7528\u3057\u3066\u5916\u308c\u5024\u3092\u6b63\u78ba\u306b\u691c\u51fa\u3002<\/p>\n
\u5916\u308c\u5024\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3046\u6271\u3046\u304b\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5916\u308c\u5024\u306e\u53d6\u308a\u6271\u3044\u3092\u8aa4\u308b\u3068\u3001\u5206\u6790\u7d50\u679c\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u5916\u308c\u5024\u3092\u3069\u306e\u3088\u3046\u306b\u6271\u3046\u3079\u304d\u304b\u3001\u305d\u306e\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\u3053\u3068\u306f\u3001\u6700\u3082\u7c21\u5358\u306a\u65b9\u6cd5\u306e\u4e00\u3064\u3067\u3059\u304c\u3001\u614e\u91cd\u306b\u884c\u3046\u3079\u304d\u3067\u3059\u3002\u7279\u306b\u3001\u5916\u308c\u5024\u304c\u6e2c\u5b9a\u30a8\u30e9\u30fc\u3084\u8a18\u9332\u30df\u30b9\u306b\u3088\u308b\u3082\u306e\u3060\u3068\u78ba\u4fe1\u3067\u304d\u308b\u5834\u5408\u306b\u306f\u524a\u9664\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u5916\u308c\u5024\u304c\u6709\u76ca\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u524a\u9664\u306f\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u8a08\u6e2c\u6a5f\u5668\u306e\u30a8\u30e9\u30fc\u3067\u751f\u3058\u305f\u5916\u308c\u5024\u3002<\/p>\n
\u7279\u7570\u306a\u4e8b\u8c61\u3092\u53cd\u6620\u3057\u305f\u6709\u76ca\u306a\u5916\u308c\u5024\u3002<\/p>\n
\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u9069\u5207\u306a\u5909\u63db\u3092\u884c\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5bfe\u6570\u5909\u63db\u3084\u5e73\u65b9\u6839\u5909\u63db\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u5916\u308c\u5024\u306e\u5f71\u97ff\u3092\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u306f\u3001\u5916\u308c\u5024\u304c\u30c7\u30fc\u30bf\u306e\u5909\u52d5\u306e\u4e00\u90e8\u3068\u3057\u3066\u610f\u5473\u3092\u6301\u3064\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u5bfe\u6570\u5909\u63db\u3067\u5927\u304d\u306a\u5024\u3092\u6291\u5236\u3057\u3001\u30c7\u30fc\u30bf\u3092\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u3065\u3051\u308b\u3002<\/p>\n
\u5916\u308c\u5024\u3092\u305d\u306e\u307e\u307e\u6b8b\u3059\u3053\u3068\u3082\u4e00\u3064\u306e\u9078\u629e\u80a2\u3067\u3059\u3002\u7279\u306b\u3001\u5916\u308c\u5024\u304c\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\u3092\u793a\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u5916\u308c\u5024\u3092\u7121\u8996\u3059\u308b\u3068\u91cd\u8981\u306a\u6d1e\u5bdf\u3092\u9003\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u91d1\u878d\u30c7\u30fc\u30bf\u3067\u306e\u7570\u5e38\u306a\u53d6\u5f15\u3084\u3001\u533b\u7642\u30c7\u30fc\u30bf\u3067\u306e\u91cd\u5927\u306a\u75c5\u6b74\u306e\u5146\u5019\u306a\u3069\u3067\u3059\u3002<\/p>\n
\u4f8b\uff1a<\/p>\n
\u4e0d\u6b63\u306a\u53d6\u5f15\u3084\u8a50\u6b3a\u306e\u5146\u5019\u3092\u793a\u3059\u5916\u308c\u5024\u3002<\/p>\n
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