{"id":4507,"date":"2023-07-10T13:48:00","date_gmt":"2023-07-10T13:48:00","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%9c%a8r%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97\/"},"modified":"2023-07-10T13:48:00","modified_gmt":"2023-07-10T13:48:00","slug":"%e5%9c%a8r%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%9c%a8r%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\uff08\u5e26\u6709\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4f7f\u7528<strong>ts()<\/strong>\u51fd\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ts\uff08\u6570\u636e\u3001\u5f00\u59cb\u3001\u7ed3\u675f\u3001\u9891\u7387\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>data<\/strong> \uff1a\u65f6\u95f4\u5e8f\u5217\u503c\u7684\u5411\u91cf\u6216\u77e9\u9635<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>start<\/strong> : \u7b2c\u4e00\u6b21\u89c2\u5bdf\u7684\u65f6\u95f4<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>end<\/strong> \uff1a\u6700\u540e\u4e00\u6b21\u89c2\u5bdf\u7684\u65f6\u95f4<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u9891\u7387<\/strong>\uff1a\u6bcf\u5355\u4f4d\u65f6\u95f4\u7684\u89c2\u5bdf\u6b21\u6570\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u8be5\u51fd\u6570\u521b\u5efa\u4e0d\u540c\u7684\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u521b\u5efa\u5305\u542b\u6bcf\u6708\u6570\u636e\u7684\u65f6\u95f4\u5e8f\u5217<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b\u79f0\u4e3a<strong>data<\/strong>\u7684\u5411\u91cf\uff0c\u5176\u4e2d\u5305\u542b\u96f6\u552e\u5546\u5e97\u4ece 2023 \u5e74 10 \u6708 1 \u65e5\u5f00\u59cb\u8fde\u7eed 20 \u4e2a\u6708\u7684\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of 20 values\n<\/span>data &lt;- c(6, 7, 7, 7, 8, 5, 8, 9, 4, 9, 12, 14, 14, 15, 18, 24, 20, 15, 24, 26)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>ts()<\/strong>\u51fd\u6570\u5e76\u6307\u5b9a<strong>Frequency=12<\/strong>\u4ece\u6b64\u5411\u91cf\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create time series object from vector\n<\/span>ts_data &lt;- ts(data, start=c(2023, 10), frequency=12)\n\n<span style=\"color: #008080;\">#view time series object\n<\/span>ts_data\n\n     Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec\n2023 6 7 7\n2024 7 8 5 8 9 4 9 12 14 14 15 18\n2025 24 20 15 24 26                            \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u503c\u5411\u91cf\u5df2\u8f6c\u6362\u4e3a\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff0c\u5176\u4e2d\u503c\u73b0\u5728\u4e0e 2023 \u5e74 10 \u6708\u5230 2025 \u5e74 5 \u6708\u7684\u4e00\u4e2a\u6708\u76f8\u5173\u8054\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>class()<\/strong>\u51fd\u6570\u6765\u786e\u8ba4<strong>ts_data<\/strong>\u786e\u5b9e\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#display class of ts_data object\n<\/span>class(ts_data)\n\n [1] \u201cts\u201d\n<\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u521b\u5efa\u5305\u542b\u5e74\u5ea6\u6570\u636e\u7684\u65f6\u95f4\u5e8f\u5217<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b\u540d\u4e3a<strong>data<\/strong>\u7684\u5411\u91cf\uff0c\u5176\u4e2d\u5305\u542b\u96f6\u552e\u5546\u5e97\u4ece 2000 \u5e74\u5f00\u59cb\u8fde\u7eed 20 \u5e74\u7684\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of 20 values\n<\/span>data &lt;- c(6, 7, 7, 7, 8, 5, 8, 9, 4, 9, 12, 14, 14, 15, 18, 24, 20, 15, 24, 26)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>ts()<\/strong>\u51fd\u6570\u5e76\u6307\u5b9a<strong>Frequency=1<\/strong>\u4ece\u6b64\u5411\u91cf\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create time series object from vector\n<\/span>ts_data &lt;- ts(data, start=2023, frequency=1)\n\n<span style=\"color: #008080;\">#view time series object\n<\/span>Time Series:\nStart = 2000 \nEnd = 2019 \nFrequency = 1 \n [1] 6 7 7 7 8 5 8 9 4 9 12 14 14 15 18 24 20 15 24 26 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u503c\u5411\u91cf\u5df2\u8f6c\u6362\u4e3a\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff0c\u5176\u4e2d\u503c\u73b0\u5728\u4e0e 2000 \u5e74\u5230 2019 \u5e74\u7684\u5e74\u4efd\u76f8\u5173\u8054\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>class()<\/strong>\u51fd\u6570\u6765\u786e\u8ba4<strong>ts_data<\/strong>\u786e\u5b9e\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#display class of ts_data object\n<\/span>class(ts_data)\n\n [1] \u201cts\u201d<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6211\u4eec\u613f\u610f\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>plot()<\/strong>\u51fd\u6570\u6309\u5e74\u4efd\u53ef\u89c6\u5316\u9500\u552e\u989d\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create line plot of time series data\n<\/span>plot(ts_data)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35210 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/ts1.png\" alt=\"\" width=\"471\" height=\"433\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0cX \u8f74\u663e\u793a\u5e74\u4efd\uff0cY \u8f74\u663e\u793a\u9500\u552e\u989d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u81ea\u5b9a\u4e49\u7ed8\u56fe\u4ee5\u4f7f\u5176\u66f4\u6613\u4e8e\u9605\u8bfb\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create line plot with custom x-axis, y-axis, title, line color and line width\n<\/span>plot(ts_data, xlab=' <span style=\"color: #ff0000;\">Year<\/span> ', ylab=' <span style=\"color: #ff0000;\">Sales<\/span> ', main=' <span style=\"color: #ff0000;\">Sales by Year<\/span> ', col=' <span style=\"color: #ff0000;\">blue<\/span> ', lwd= <span style=\"color: #008000;\">3<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35211 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/ts2.png\" alt=\"\" width=\"489\" height=\"459\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u968f\u610f\u4fee\u6539<strong>plot()<\/strong>\u51fd\u6570\u7684\u53c2\u6570\u6765\u521b\u5efa\u60a8\u60f3\u8981\u7684\u7cbe\u786e\u65f6\u95f4\u5e8f\u5217\u56fe\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><span style=\"color: #000000;\"><br \/><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u5728r\u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u7ed8\u5236\u65f6\u95f4\u5e8f\u5217<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u5c06\u6570\u636e\u5e27\u8f6c\u6362\u4e3a\u65f6\u95f4\u5e8f\u5217\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u5c06\u6570\u636e\u5e27\u8f6c\u6362\u4e3a\u65f6\u95f4\u5e8f\u5217<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5c06\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3ar\u4e2d\u7684\u65e5\u671f\u65f6\u95f4\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u5c06\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3a\u65e5\u671f\u65f6\u95f4<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u5bf9\u8c61\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4f7f\u7528ts()\u51fd\u6570\u3002 \u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a ts\uff08\u6570\u636e\u3001\u5f00\u59cb\u3001\u7ed3\u675f\u3001 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-4507","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\uff08\u5e26\u6709\u793a\u4f8b\uff09- Statory<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/\u5728r\u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\uff08\u5e26\u6709\u793a\u4f8b\uff09- Statory\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/\u5728r\u4e2d\u521b\u5efa\u65f6\u95f4\u5e8f\u5217\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-10T13:48:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/ts1.png\" \/>\n<meta name=\"author\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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