{"id":3217,"date":"2023-07-18T15:10:25","date_gmt":"2023-07-18T15:10:25","guid":{"rendered":"https:\/\/statorials.org\/ko\/r-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae%e1%84%8b%e1%85%a6-%e1%84%83%e1%85%a2%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%8c%e1%85%a1%e1%86%af%e1%84%86%e1%85%a9%e1%86%ba%e1%84%83%e1%85%ac%e1%86%ab\/"},"modified":"2023-07-18T15:10:25","modified_gmt":"2023-07-18T15:10:25","slug":"r-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae%e1%84%8b%e1%85%a6-%e1%84%83%e1%85%a2%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%8c%e1%85%a1%e1%86%af%e1%84%86%e1%85%a9%e1%86%ba%e1%84%83%e1%85%ac%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae%e1%84%8b%e1%85%a6-%e1%84%83%e1%85%a2%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%8c%e1%85%a1%e1%86%af%e1%84%86%e1%85%a9%e1%86%ba%e1%84%83%e1%85%ac%e1%86%ab\/","title":{"rendered":"R\uc5d0\uc11c \uc218\uc815\ud558\ub294 \ubc29\ubc95: \ubcc0\uc218\uc5d0 \ub300\ud55c \uc798\ubabb\ub41c \uc720\ud615(\ubaa9\ub85d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc624\ub958\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>Error in model.frame.default(formula = y ~ x, drop.unused.levels = TRUE): \n  invalid type (list) for variable 'x' \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \uc624\ub958\ub294 \uc77c\ubc18\uc801\uc73c\ub85c R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc774\ub098 ANOVA \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0a4\uace0 <strong>\ubca1\ud130<\/strong> \ub300\uc2e0 \ubcc0\uc218 \uc911 \ud558\ub098\uc5d0 \ub300\ud55c <strong>\ubaa9\ub85d\uc744<\/strong> \uc0ac\uc6a9\ud558\ub824\uace0 \ud560 \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uc624\ub958\ub97c \uc218\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <strong>\uc624\ub958\ub97c \uc7ac\ud604\ud558\ub294 \ubc29\ubc95<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">R\uc5d0 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1103\u1161\u11ab\u1109\u116e\u11ab-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\uac04\ub2e8\ud55c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \ub9de\ucd94\ub824\uace0 \ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define variables\n<span style=\"color: #000000;\">x &lt;- list(1, 4, 4, 5, 7, 8, 9, 10, 13, 14)\ny &lt;- c(10, 13, 13, 14, 18, 20, 22, 24, 29, 31)<\/span>\n\n#attempt to fit regression model\n<span style=\"color: #000000;\">model &lt;- lm(y ~ x)\n\nError in model.frame.default(formula = y ~ x, drop.unused.levels = TRUE): \n  invalid type (list) for variable 'x'\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>lm()<\/strong> \ud568\uc218\ub294 \ubca1\ud130\ub9cc \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uace0 \ubcc0\uc218 x\ub294 \ud604\uc7ac \ubaa9\ub85d\uc774\uae30 \ub54c\ubb38\uc5d0 \uc624\ub958\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc624\ub958\ub97c \ubc29\uc9c0\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\uc774 \uc624\ub958\ub97c \ud53c\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 <a href=\"https:\/\/statorials.org\/ko\/r-\u1100\u116e\u1103\u1169\u11a8-\u110e\u1171\u1109\u1169\/\" target=\"_blank\" rel=\"noopener\">unlist()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa9\ub85d \ubcc0\uc218\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define variables\n<span style=\"color: #000000;\">x &lt;- list(1, 4, 4, 5, 7, 8, 9, 10, 13, 14)\ny &lt;- c(10, 13, 13, 14, 18, 20, 22, 24, 29, 31)\n\n<span style=\"color: #008080;\">#attempt to fit regression model\n<\/span>model &lt;- lm(y ~ unlist(x))\n\n<span style=\"color: #008080;\">#view the model output<\/span>\nsummary(model)\n\nCall:\nlm(formula = y ~ unlist(x))\n\nResiduals:\n    Min 1Q Median 3Q Max \n-1.1282 -0.4194 -0.1087 0.2966 1.7068 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 6.58447 0.55413 11.88 2.31e-06 ***\nunlist(x) 1.70874 0.06544 26.11 4.97e-09 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 0.8134 on 8 degrees of freedom\nMultiple R-squared: 0.9884, Adjusted R-squared: 0.987 \nF-statistic: 681.8 on 1 and 8 DF, p-value: 4.97e-09\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\ubc88\uc5d0\ub294 <strong>unlist()\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \ubcc0\uc218 x\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\ud588\uae30 \ub54c\ubb38\uc5d0 \uc624\ub958 \uc5c6\uc774 \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc5d0 \uc720\uc758\ud558\uc138\uc694.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener\">\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \ud53c\ud305\ud558\uace0 \ud604\uc7ac \ubaa9\ub85d \uac1c\uccb4\uc778 \uc608\uce21 \ubcc0\uc218\uac00 \uc5ec\ub7ec \uac1c \uc788\ub294 \uacbd\uc6b0 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\uae30 \uc804\uc5d0 <strong>unlist()\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \uac01 \ubcc0\uc218\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\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;\">#define variables\n<span style=\"color: #000000;\">x1 &lt;- list(1, 4, 4, 5, 7, 8, 9, 10, 13, 14)\nx2 &lt;- list(20, 16, 16, 15, 16, 12, 10, 8, 8, 4)\ny &lt;- c(10, 13, 13, 14, 18, 20, 22, 24, 29, 31)\n\n<span style=\"color: #008080;\">#fit multiple linear regression model\n<\/span>model &lt;- lm(y ~ unlist(x1) + unlist(x2))\n\n<span style=\"color: #008080;\">#view the model output\n<\/span>summary(model)\n\nCall:\nlm(formula = y ~ unlist(x1) + unlist(x2))\n\nResiduals:\n    Min 1Q Median 3Q Max \n-1.1579 -0.4211 -0.1386 0.3108 1.7130 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 8.34282 4.44971 1.875 0.102932    \nunlist(x1) 1.61339 0.24899 6.480 0.000341 ***\nunlist(x2) -0.08346 0.20937 -0.399 0.702044    \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 0.8599 on 7 degrees of freedom\nMultiple R-squared: 0.9887, Adjusted R-squared: 0.9854 \nF-statistic: 305.1 on 2 and 7 DF, p-value: 1.553e-07<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ub2e4\uc2dc \ub9d0\ud558\uc9c0\ub9cc, \ubaa9\ub85d\uc758 \uac01 \uac1d\uccb4\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\ud588\uae30 \ub54c\ubb38\uc5d0 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/glm-\u110e\u116e\u11af\u1105\u1167\u11a8\u110b\u1173\u11af-r\u1105\u1169-\u1112\u1162\u1109\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c glm \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/lanova-\u1100\u1167\u11af\u1100\u116a\u1105\u1173\u11af-r\u1105\u1169-\u1112\u1162\u1109\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c ANOVA \uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/glm-fit-\u110b\u1161\u11af\u1100\u1169\u1105\u1175\u110c\u1173\u11b7\u110b\u1175-\u1109\u116e\u1105\u1167\u11b7\u1112\u1161\u110c\u1175-\u110b\u1161\u11ad\u110b\u1161\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">R \uacbd\uace0 \ucc98\ub9ac \ubc29\ubc95: glm.fit: \uc54c\uace0\ub9ac\uc998\uc774 \uc218\ub834\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc624\ub958\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. Error in model.frame.default(formula = y ~ x, drop.unused.levels = TRUE): invalid type (list) for variable &#8216;x&#8217; \uc774 \uc624\ub958\ub294 \uc77c\ubc18\uc801\uc73c\ub85c R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc774\ub098 ANOVA \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0a4\uace0 \ubca1\ud130 \ub300\uc2e0 \ubcc0\uc218 \uc911 \ud558\ub098\uc5d0 \ub300\ud55c \ubaa9\ub85d\uc744 \uc0ac\uc6a9\ud558\ub824\uace0 \ud560 \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uc624\ub958\ub97c \uc218\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc624\ub958\ub97c \uc7ac\ud604\ud558\ub294 \ubc29\ubc95 R\uc5d0 [&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-3217","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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