{"id":3951,"date":"2023-07-14T13:05:15","date_gmt":"2023-07-14T13:05:15","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%ae%88%e3%82%89%e3%81%aa%e3%81%84\/"},"modified":"2023-07-14T13:05:15","modified_gmt":"2023-07-14T13:05:15","slug":"%e5%ae%88%e3%82%89%e3%81%aa%e3%81%84","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%ae%88%e3%82%89%e3%81%aa%e3%81%84\/","title":{"rendered":"Sas \u3067 retain \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">SAS \u3067<strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001 <strong>DATA<\/strong>\u30b9\u30c6\u30c3\u30d7\u306e\u5404\u53cd\u5fa9\u306e\u958b\u59cb\u6642\u306b\u5024\u304c\u6b20\u843d\u3068\u3057\u3066\u8a2d\u5b9a\u3055\u308c\u306a\u3044\u5909\u6570\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f SAS \u306e\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u6700\u3082\u4e00\u822c\u7684\u306a 3 \u3064\u306e\u4f7f\u7528\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b1\u30fc\u30b9 1: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u7d2f\u7a4d\u5408\u8a08\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">data<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">retain<\/span> cum_sum;\n    cum_sum + values_variable;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b1\u30fc\u30b9 2: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7d2f\u7a4d\u5408\u8a08\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">data<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">by<\/span> grouping_variable\n    <span style=\"color: #3366ff;\">retain<\/span> cum_sum_by_group;\n    <span style=\"color: #3366ff;\">if<\/span> first.grouping_variable <span style=\"color: #3366ff;\">then<\/span> cum_sum_by_group = values_variable;\n    <span style=\"color: #3366ff;\">else<\/span> cum_sum_by_group = cum_sum_by_group + values_variable;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b1\u30fc\u30b9 3: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7d2f\u7a4d\u6570\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">data<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">by<\/span> grouping_variable\n    <span style=\"color: #3366ff;\">retain<\/span> count_by_group;\n    <span style=\"color: #3366ff;\">if<\/span> first.grouping_variable <span style=\"color: #3366ff;\">then<\/span> count_by_group = <span style=\"color: #008000;\">1<\/span> ;\n    <span style=\"color: #3366ff;\">else<\/span> count_by_group = count_by_group + <span style=\"color: #008000;\">1<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5e97\u8217\u306b\u3088\u308b\u9023\u7d9a\u3057\u305f\u65e5\u306e\u58f2\u4e0a\u3092\u793a\u3059 SAS \u306e\u6b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5404\u30b1\u30fc\u30b9\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> store $sales;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 4\nAT 5\nAt 2\nB 6\nB 3\nB5\nC 3\nC 8\nC 6\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> = original_data;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31753 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/retenir1.jpg\" alt=\"\" width=\"160\" height=\"275\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 1: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u7d2f\u8a08\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u58f2\u4e0a\u306e\u7d2f\u8a08\u3092\u8868\u793a\u3059\u308b\u65b0\u3057\u3044\u5217\u3092\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate cumulative sum of sales*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">retain<\/span> cum_sales;\n    cum_sales+sales;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view results*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> = new_data;\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31754 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/retenir2.jpg\" alt=\"\" width=\"263\" height=\"295\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Cum_sales<\/strong>\u3068\u3044\u3046\u65b0\u3057\u3044\u5217\u306b\u306f\u3001 <strong>sales<\/strong>\u5217\u306e\u5024\u306e\u7d2f\u7a4d\u5408\u8a08\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u3048\u3070\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">1\u884c\u76ee\u306e\u7d2f\u8a08\uff1a <strong>4<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">2\u884c\u76ee\u306e\u7d2f\u8a08\uff1a4 + 5 = <strong>9<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">3\u884c\u76ee\u306e\u7d2f\u8a08\uff1a4 + 5 + 2 = <strong>11<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u3005\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4f8b\u3067\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3001 <strong>cum_sales<\/strong>\u3068\u3044\u3046\u5909\u6570\u3092\u30bc\u30ed\u306b\u8a2d\u5b9a\u3057\u3001 <strong>DATA<\/strong>\u30b9\u30c6\u30c3\u30d7\u306e\u5404\u53cd\u5fa9\u3067\u3001\u5358\u7d14\u306b\u65b0\u3057\u3044<strong>sales<\/strong>\u5024\u3092<strong>cum_sales<\/strong>\u306e\u7d2f\u8a08\u306b\u52a0\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 2: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7d2f\u7a4d\u5408\u8a08\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u5e97\u8217\u5225\u306e\u58f2\u4e0a\u306e\u7d2f\u8a08\u3092\u8868\u793a\u3059\u308b\u65b0\u3057\u3044\u5217\u3092\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate cumulative sum of sales by store*\/<span style=\"color: #000000;\"><span style=\"color: #800080;\">\ndata<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">by<\/span> store;\n    <span style=\"color: #3366ff;\">retain<\/span> cum_sales_by_store;\n    <span style=\"color: #3366ff;\">if<\/span> first.store <span style=\"color: #3366ff;\">then<\/span> cum_sales_by_store = sales;\n    <span style=\"color: #3366ff;\">else<\/span> cum_sales_by_store = cum_sales_by_store + sales;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view results*\/\n<span style=\"color: #800080;\">proc print<\/span><\/span> <span style=\"color: #3366ff;\">data<\/span> =new_data;\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31755 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/retenir3.jpg\" alt=\"\" width=\"328\" height=\"292\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Cum_sales_by_store<\/strong>\u3068\u3044\u3046\u65b0\u3057\u3044\u5217\u306b\u306f\u3001\u5e97\u8217\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f<strong>sales<\/strong>\u5217\u306e\u5024\u306e\u7d2f\u7a4d\u5408\u8a08\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4f8b\u3067\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3001 <strong>cum_sales_by_store<\/strong>\u3068\u3044\u3046\u5909\u6570\u3092\u30bc\u30ed\u306b\u8a2d\u5b9a\u3057\u3001 <strong>DATA<\/strong>\u30b9\u30c6\u30c3\u30d7\u3092\u7e70\u308a\u8fd4\u3059\u305f\u3073\u306b\u3001store \u5217\u306e\u5024\u304c\u305d\u306e\u7279\u5b9a\u306e\u5024\u306e\u6700\u521d\u306e\u51fa\u73fe\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u521d\u3081\u3066\u767a\u751f\u3057\u305f\u5834\u5408\u3001 <strong>cum_sales_by_store<\/strong>\u306e\u5024\u306f sales \u5217\u306e\u5024\u306b\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306e\u5834\u5408\u306f\u3001 sales \u5217\u306e\u5024\u304c<strong>cum_sales_by_store<\/strong>\u306e\u65e2\u5b58\u306e\u5024\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 3: RETAIN \u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7d2f\u7a4d\u6570\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u5e97\u8217\u3054\u3068\u306e\u7d2f\u7a4d\u58f2\u4e0a\u6570\u3092\u8868\u793a\u3059\u308b\u65b0\u3057\u3044\u5217\u3092\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*calculate cumulative count by store*\/<\/span>\ndata<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">by<\/span> store\n    <span style=\"color: #3366ff;\">retain<\/span> store_count;\n    <span style=\"color: #3366ff;\">if<\/span> first.store <span style=\"color: #3366ff;\">then<\/span> store_count = <span style=\"color: #008000;\">1<\/span> ;\n    <span style=\"color: #3366ff;\">else<\/span> store_count = store_count + <span style=\"color: #008000;\">1<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view results*\/\n<span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> <span style=\"color: #000000;\">= new_data;<\/span><\/span>\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31756 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/retenir4.jpg\" alt=\"\" width=\"260\" height=\"280\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>store_count<\/strong>\u3068\u3044\u3046\u65b0\u3057\u3044\u5217\u306b\u306f\u3001\u5404\u30b9\u30c8\u30a2\u306e\u7d2f\u7a4d\u6570\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4f8b\u3067\u306f\u3001 <strong>RETAIN<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3001 <strong>store_count<\/strong>\u3068\u3044\u3046\u5909\u6570\u3092\u30bc\u30ed\u306b\u8a2d\u5b9a\u3057\u3001 <strong>DATA<\/strong>\u30b9\u30c6\u30c3\u30d7\u306e\u5404\u53cd\u5fa9\u3067\u3001store \u5217\u306e\u5024\u304c\u305d\u306e\u7279\u5b9a\u306e\u5024\u306e\u6700\u521d\u306e\u51fa\u73fe\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u304c\u6700\u521d\u306b\u767a\u751f\u3057\u305f\u5834\u5408\u3001 <strong>store_count<\/strong>\u306e\u5024\u306f 1 \u306b\u8a2d\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u3001 <strong>store_count<\/strong>\u306e\u65e2\u5b58\u306e\u5024\u306b 1 \u306e\u5024\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001SAS \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30af\u3099\u30eb\u30fc\u30d5\u309a\u3053\u3099\u3068\u306esas\u5408\u8a08\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u5408\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30af\u3099\u30eb\u30fc\u30d5\u309a\u3053\u3099\u3068\u306e\u5e73\u5747\u30a8\u30a2\u30ed\u30c3\u30af\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u79fb\u52d5\u5e73\u5747\u7ddasa\/\" target=\"_blank\" rel=\"noopener\">SAS 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