{"id":4175,"date":"2023-07-13T02:10:38","date_gmt":"2023-07-13T02:10:38","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a9%e1%84%89%e1%85%b3%e1%84%90%e1%85%a5%e1%86%ab-r-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%89%e1%85%a6%e1%84%90%e1%85%b3\/"},"modified":"2023-07-13T02:10:38","modified_gmt":"2023-07-13T02:10:38","slug":"%e1%84%87%e1%85%a9%e1%84%89%e1%85%b3%e1%84%90%e1%85%a5%e1%86%ab-r-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%89%e1%85%a6%e1%84%90%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a9%e1%84%89%e1%85%b3%e1%84%90%e1%85%a5%e1%86%ab-r-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%89%e1%85%a6%e1%84%90%e1%85%b3\/","title":{"rendered":"R\uc758 \ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \uac00\uc774\ub4dc"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc758 <strong>MASS<\/strong> \ud328\ud0a4\uc9c0\uc5d0 \uc788\ub294 <b>\ubcf4\uc2a4\ud134<\/b> \ub370\uc774\ud130\uc138\ud2b8\uc5d0\ub294 \ub9e4\uc0ac\ucd94\uc138\uce20 \uc8fc \ubcf4\uc2a4\ud134 \uad50\uc678\uc758 \ub2e4\uc591\ud55c \uc18d\uc131\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c <b>\ubcf4\uc2a4\ud134<\/b> \ub370\uc774\ud130\uc138\ud2b8\ub97c \ud0d0\uc0c9, \uc694\uc57d, \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8 \ub85c\ub4dc<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>Boston<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubcf4\ub824\uba74 \uba3c\uc800 <strong>MASS<\/strong> \ud328\ud0a4\uc9c0\ub97c \ub85c\ub4dc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (MASS)<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c <strong>head()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8\uc758 \ucc98\uc74c 6\uac1c \ud589\uc744 \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#view first six rows of Boston dataset<\/span>\nhead(Boston)\n\n     crim zn indus chas nox rm age dis rad tax ptratio black lstat\n1 0.00632 18 2.31 0 0.538 6.575 65.2 4.0900 1 296 15.3 396.90 4.98\n2 0.02731 0 7.07 0 0.469 6.421 78.9 4.9671 2 242 17.8 396.90 9.14\n3 0.02729 0 7.07 0 0.469 7.185 61.1 4.9671 2 242 17.8 392.83 4.03\n4 0.03237 0 2.18 0 0.458 6.998 45.8 6.0622 3 222 18.7 394.63 2.94\n5 0.06905 0 2.18 0 0.458 7.147 54.2 6.0622 3 222 18.7 396.90 5.33\n6 0.02985 0 2.18 0 0.458 6.430 58.7 6.0622 3 222 18.7 394.12 5.21\n  medv\n1 24.0\n2 21.6\n3 34.7\n4 33.4\n5 36.2\n6 28.7\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130\uc138\ud2b8\uc758 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \ud45c\uc2dc\ud558\ub824\uba74 \ub2e4\uc74c\uc744 \uc785\ub825\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#view description of each variable in dataset<\/span>\n?Boston\n\n     This data frame contains the following columns:\n\n     'crime' per capita crime rate by town.\n\n     'zn' proportion of residential land zoned for lots over 25,000\n          sq.ft.\n\n     'industrial' proportion of non-retail business acres per town.\n\n     'chas' Charles River dummy variable (= 1 if tract bounds river; 0\n          otherwise).\n\n     'nox' nitrogen oxides concentration (parts per 10 million).\n\n     'rm' average number of rooms per dwelling.\n\n     'age' proportion of owner-occupied units built prior to 1940.\n\n     'dis' weighted mean of distances to five Boston employment\n          centers.\n\n     'rad' index of accessibility to radial highways.\n\n     'tax' full-value property-tax rate per $10,000.\n\n     'ptratio' pupil-teacher ratio by town.\n\n     'black' 1000(Bk - 0.63)^2 where Bk is the proportion of blacks by\n          town.\n\n     'lstat' lower status of the population (percent).\n\n     'medv' median value of owner-occupied homes in $1000s.\n<\/strong><\/span><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8 \uc694\uc57d<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8\uc758 \uac01 \ubcc0\uc218\ub97c \ube60\ub974\uac8c \uc694\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#summarize Boston dataset<\/span>\nsummary(Boston)\n\n      crim zn indus chas        \n Min. : 0.00632 Min. : 0.00 Min. : 0.46 Min. :0.00000  \n 1st Q: 0.08205 1st Q: 0.00 1st Q: 5.19 1st Q: 0.00000  \n Median: 0.25651 Median: 0.00 Median: 9.69 Median: 0.00000  \n Mean: 3.61352 Mean: 11.36 Mean: 11.14 Mean: 0.06917  \n 3rd Qu.: 3.67708 3rd Qu.: 12.50 3rd Qu.: 18.10 3rd Qu.: 0.00000  \n Max. :88.97620 Max. :100.00 Max. :27.74 Max. :1.00000  \n      nox rm age dis        \n Min. :0.3850 Min. :3.561 Min. : 2.90 Min. : 1,130  \n 1st Qu.: 0.4490 1st Qu.: 5.886 1st Qu.: 45.02 1st Qu.: 2.100  \n Median: 0.5380 Median: 6.208 Median: 77.50 Median: 3.207  \n Mean: 0.5547 Mean: 6.285 Mean: 68.57 Mean: 3.795  \n 3rd Qu.: 0.6240 3rd Qu.: 6.623 3rd Qu.: 94.08 3rd Qu.: 5.188  \n Max. :0.8710 Max. :8,780 Max. :100.00 Max. :12,127  \n      rad tax ptratio black       \n Min. : 1,000 Min. :187.0 Min. :12.60 Min. : 0.32  \n 1st Qu.: 4,000 1st Qu.:279.0 1st Qu.:17.40 1st Qu.:375.38  \n Median: 5,000 Median: 330.0 Median: 19.05 Median: 391.44  \n Mean: 9.549 Mean: 408.2 Mean: 18.46 Mean: 356.67  \n 3rd Qu.:24,000 3rd Qu.:666.0 3rd Qu.:20.20 3rd Qu.:396.23  \n Max. :24,000 Max. :711.0 Max. :22.00 Max. :396.90  \n     lstat medv      \n Min. : 1.73 Min. : 5.00  \n 1st Q: 6.95 1st Q: 17.02  \n Median: 11.36 Median: 21.20  \n Mean:12.65 Mean:22.53  \n 3rd Qu.:16.95 3rd Qu.:25.00  \n Max. :37.97 Max. :50.00<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\uac01 \uc218\uce58 \ubcc0\uc218\uc5d0 \ub300\ud574 \ub2e4\uc74c \uc815\ubcf4\ub97c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Min<\/strong> : \ucd5c\uc18c\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1st Qu<\/strong> : 1\uc0ac\ubd84\uc704\uc218(25\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218)\uc758 \uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc911\uc559\uac12<\/strong> : \uc911\uc559\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ud3c9\uade0<\/strong> : \ud3c9\uade0\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>3rd Qu<\/strong> : 3\ubd84\uc704\uc218(75\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218)\uc758 \uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ucd5c\ub300<\/strong> : \ucd5c\ub300\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\ud76c\ubbf8\ud55c()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud589\uacfc \uc5f4 \uc218\ub85c \ub370\uc774\ud130\uc138\ud2b8\uc758 \ucc28\uc6d0\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#display rows and columns<\/span>\nsun(Boston)\n\n[1] 506 14\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130 \uc138\ud2b8\uc5d0 <b>506\uac1c\uc758<\/b> \ud589\uacfc <strong>14\uac1c\uc758<\/strong> \uc5f4\uc774 \uc788\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8 \uc2dc\uac01\ud654<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac12\uc744 \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \ud50c\ub86f\uc744 \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, <strong>hist()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \ubcc0\uc218 \uac12\uc758 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create histogram of values for 'rm' column<\/span>\nhist(Boston$rm,\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Histogram of Rooms per Dwelling<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">Rooms<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">Frequency<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33091 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boston1.png\" alt=\"\" width=\"492\" height=\"486\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>\ud50c\ub86f()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubcc0\uc218\uc758 \uc30d\ubcc4 \uc870\ud569\uc5d0 \ub300\ud55c \uc0b0\uc810\ub3c4\ub97c \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create scatterplot of median home value vs crime rate\n<\/span><span style=\"color: #000000;\">plot(Boston$medv, Boston$crime,<\/span>\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Median Home Value vs. Crime Rate<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">Median Home Value<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">Crime Rate<\/span> ',\n     pch= <span style=\"color: #008000;\">19<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33092 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boston2.png\" alt=\"\" width=\"500\" height=\"474\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130\uc138\ud2b8\uc5d0 \uc788\ub294 \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \uc720\uc0ac\ud55c \uc0b0\uc810\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc740 R\uc758 \ub2e4\ub978 \uc778\uae30 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1161\u110b\u1175\u1105\u1175\u1109\u1173-r-\u1103\u1166\u110b\u1175\u1110\u1165-\u1109\u1166\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">R\uc758 Iris \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \uac00\uc774\ub4dc<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/mtcars-r-\u1103\u1166\u110b\u1175\u1110\u1165-\u1109\u1166\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">R\uc758 mtcars \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc804\uccb4 \uac00\uc774\ub4dc<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r-\u1103\u1161\u110b\u1175\u110b\u1161\u1106\u1169\u11ab\u1103\u1173-\u1103\u1166\u110b\u1175\u1110\u1165\u1109\u1166\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">R\uc758 \ub2e4\uc774\uc544\ubaac\ub4dc \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \uac00\uc774\ub4dc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc758 MASS \ud328\ud0a4\uc9c0\uc5d0 \uc788\ub294 \ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\ub294 \ub9e4\uc0ac\ucd94\uc138\uce20 \uc8fc \ubcf4\uc2a4\ud134 \uad50\uc678\uc758 \ub2e4\uc591\ud55c \uc18d\uc131\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8\ub97c \ud0d0\uc0c9, \uc694\uc57d, \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8 \ub85c\ub4dc Boston \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubcf4\ub824\uba74 \uba3c\uc800 MASS \ud328\ud0a4\uc9c0\ub97c \ub85c\ub4dc\ud574\uc57c \ud569\ub2c8\ub2e4. library (MASS) \uadf8\ub7f0 \ub2e4\uc74c head() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8\uc758 \ucc98\uc74c 6\uac1c \ud589\uc744 \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. #view first six [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-4175","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc758 \ubcf4\uc2a4\ud134 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \uac00\uc774\ub4dc - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc608\ub97c \ud3ec\ud568\ud558\uc5ec R\uc758 Boston \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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