{"id":1454,"date":"2023-07-26T08:02:50","date_gmt":"2023-07-26T08:02:50","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-regression-%e1%80%8a%e1%80%ae%e1%80%99%e1%80%bb%e1%80%be%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad\/"},"modified":"2023-07-26T08:02:50","modified_gmt":"2023-07-26T08:02:50","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-regression-%e1%80%8a%e1%80%ae%e1%80%99%e1%80%bb%e1%80%be%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-regression-%e1%80%8a%e1%80%ae%e1%80%99%e1%80%bb%e1%80%be%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad\/","title":{"rendered":"R \u1010\u103d\u1004\u103a\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 regression equation \u1000\u102d\u102f\u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b"},"content":{"rendered":"

<\/p>\n

\n

\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 R \u1010\u103d\u1004\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b<\/span> <\/p>\n

\"R<\/p>\n

\u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a ggplot2<\/strong> \u1014\u103e\u1004\u1037\u103a ggpubr<\/strong> \u1015\u1000\u103a\u1000\u1031\u1037\u1002\u103b\u103a\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101c\u103d\u1014\u103a\u101c\u103d\u101a\u103a\u1000\u1030\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u101b\u103e\u102d\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u101b\u1014\u103a \u1024\u1015\u1000\u103a\u1002\u103b\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1021\u1006\u1004\u1037\u103a\u1006\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1000\u102d\u102f \u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1021\u1006\u1004\u1037\u103a 1: \u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span><\/strong><\/h3>\n

\u1026\u1038\u1005\u103d\u102c\u104a \u1012\u1031\u1010\u102c\u1021\u1010\u102f\u1021\u1001\u103b\u102d\u102f\u1037\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1000\u103c\u1015\u102b\u1005\u102d\u102f\u1037-<\/span><\/p>\n

 #make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create data frame\n<\/span>df <- data. frame<\/span> (x = c(1:100))\ndf$y <- 4*df$x + rnorm(100, sd=20)\n\n#view head of data frame\n<\/span>head(df)\n\n  xy\n1 1 -8.529076\n2 2 11.672866\n3 3 -4.712572\n4 4 47.905616\n5 5 26.590155\n6 6 7.590632<\/strong><\/pre>\n
 \u1021\u1006\u1004\u1037\u103a 2- regression equation \u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span><\/strong><\/h3>\n
 \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a\u104a \u1010\u1015\u103a\u1006\u1004\u103a\u1011\u102c\u1038\u101e\u1031\u102c regression line \u1014\u103e\u1004\u1037\u103a equation \u1016\u103c\u1004\u1037\u103a scatterplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u1019\u100a\u103a\u104b<\/span> <\/p>\n
 #load necessary libraries\n<\/span>library<\/span> (ggplot2)\nlibrary<\/span> (ggpubr)\n\n#create plot with regression line and regression equation\n<\/span>ggplot(data=df, aes<\/span> (x=x, y=y)) +\n        geom_smooth(method=\" lm<\/span> \") +\n        geom_point() +\n        stat_regline_equation(label. x<\/span> =30, label. y<\/span> =310)<\/strong> <\/pre>\n
\"R<\/p>\n
 \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1010\u1015\u103a\u1006\u1004\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n
 y = 2.6 + 4*(x)<\/span><\/strong><\/p>\n
 label.x<\/strong> \u1014\u103e\u1004\u1037\u103a label.y \u101e\u100a\u103a<\/strong> \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u104f (x,y) \u101e\u103c\u1012\u102e\u1014\u102d\u1010\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u1031\u1038\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1021\u1006\u1004\u1037\u103a 3- R-square \u1000\u102d\u102f \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101e\u102d\u102f\u1037 \u1011\u100a\u1037\u103a\u1015\u102b (\u1001\u103b\u1014\u103a\u101c\u103e\u1015\u103a\u1011\u102c\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a)<\/span><\/strong><\/h3>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1021\u1011\u102c\u1038\u1021\u101e\u102d\u102f\u1000\u102d\u102f\u101e\u102f\u1036\u1038\u101c\u102d\u102f\u1015\u102b\u1000 regression model \u104f R \u1014\u103e\u1005\u103a\u1011\u1015\u103a\u1000\u102d\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1011\u100a\u1037\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <\/p>\n
 #load necessary libraries\n<\/span>library<\/span> (ggplot2)\nlibrary<\/span> (ggpubr)\n\n#create plot with regression line, regression equation, and R-squared\n<\/span>ggplot(data=df, aes<\/span> (x=x, y=y)) +\n        geom_smooth(method=\" lm<\/span> \") +\n        geom_point() +\n        stat_regline_equation(label. x<\/span> =30, label. y<\/span> =310) +\nstat_cor( aes<\/span> (label=..rr.label..), label. x<\/span> =30, label. y<\/span> =290)<\/strong> <\/pre>\n
\"ggplot2<\/p>\n
 \u1024\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1021\u1010\u103d\u1000\u103a R-squared \u101e\u100a\u103a<\/a> 0.98<\/strong> \u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
\n
 \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a R \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1024\u1005\u102c\u1019\u103b\u1000\u103a\u1014\u103e\u102c\u1010\u103d\u1004\u103a<\/a> \u101e\u1004\u103a\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f \u101e\u1004\u103a\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 R \u1010\u103d\u1004\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b \u1000\u1036\u1000\u1031\u102c\u1004\u103a\u1038\u1011\u1031\u102c\u1000\u103a\u1019\u1005\u103d\u102c\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a ggplot2 \u1014\u103e\u1004\u1037\u103a ggpubr \u1015\u1000\u103a\u1000\u1031\u1037\u1002\u103b\u103a\u1019\u103b\u102c\u1038\u101b\u103e\u102d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101c\u103d\u1014\u103a\u101c\u103d\u101a\u103a\u1000\u1030\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u101b\u103e\u102d\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u101b\u1014\u103a \u1024\u1015\u1000\u103a\u1002\u103b\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1021\u1006\u1004\u1037\u103a\u1006\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1000\u102d\u102f \u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b \u1021\u1006\u1004\u1037\u103a 1: \u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b \u1026\u1038\u1005\u103d\u102c\u104a \u1012\u1031\u1010\u102c\u1021\u1010\u102f\u1021\u1001\u103b\u102d\u102f\u1037\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1000\u103c\u1015\u102b\u1005\u102d\u102f\u1037- #make this example reproducible set. seeds (1) #create data frame df <- data. frame (x = c(1:100)) df$y <- 4*df$x + rnorm(100, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"\nR \u1010\u103d\u1004\u103a\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 regression equation \u1000\u102d\u102f\u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1021\u1006\u1004\u1037\u103a\u1006\u1004\u1037\u103a\u1025\u1015\u1019\u102c\u1016\u103c\u1004\u1037\u103a R \u1010\u103d\u1004\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-plot-\u1010\u103d\u1004\u103a-regression-\u100a\u102e\u1019\u103b\u103e\u1001\u103c\u1004\u103a\u1038\u1000\u102d\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T08:02:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regequationr1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" 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