{"id":3791,"date":"2023-07-15T12:57:23","date_gmt":"2023-07-15T12:57:23","guid":{"rendered":"https:\/\/statorials.org\/my\/ggplot-qq-%e1%80%81%e1%80%bb%e1%80%99%e1%80%9a%e1%80%ba%e1%81%8b\/"},"modified":"2023-07-15T12:57:23","modified_gmt":"2023-07-15T12:57:23","slug":"ggplot-qq-%e1%80%81%e1%80%bb%e1%80%99%e1%80%9a%e1%80%ba%e1%81%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/ggplot-qq-%e1%80%81%e1%80%bb%e1%80%99%e1%80%9a%e1%80%ba%e1%81%8b\/","title":{"rendered":"Ggplot2 \u1010\u103d\u1004\u103a qq plot \u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)"},"content":{"rendered":"

<\/p>\n

\n

\u201cquantile-quantile\u201d \u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a\u1016\u103c\u1005\u103a\u101e\u1031\u102c QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a<\/strong> \u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u101e\u102e\u1021\u102d\u102f\u101b\u102e\u1021\u101b \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1019\u103e \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1000\u102d\u1005\u1039\u1005\u1021\u1019\u103b\u102c\u1038\u1005\u102f\u1010\u103d\u1004\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1014\u1031\u102c\u1000\u103a\u101e\u102d\u102f\u1037\u101c\u102d\u102f\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1024\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1015\u102b\u1000\u104a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1016\u103c\u1031\u102c\u1004\u1037\u103a\u101e\u1031\u102c\u1011\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1010\u103a\u1019\u103b\u1009\u103a\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1021\u1015\u103c\u1014\u103a\u1021\u101c\u103e\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1011\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1010\u103a\u1019\u103b\u1009\u103a\u1038\u1019\u103e \u101e\u102d\u101e\u102d\u101e\u102c\u101e\u102c \u1000\u103d\u1032\u101c\u103d\u1032\u1014\u1031\u1015\u102b\u1000 \u1012\u1031\u1010\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1014\u102d\u102f\u1004\u103a\u1001\u103c\u1031 \u1014\u100a\u103a\u1038\u1015\u102b\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

ggplot2 \u1010\u103d\u1004\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 stat_qq()<\/strong> \u1014\u103e\u1004\u1037\u103a stat_qq_line()<\/strong> \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\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

 library<\/span> (ggplot2)<\/span>\n\n<\/span>ggplot(df, aes(sample=y)) +\n  stat_qq() + \n  stat_qq_line()\n<\/strong><\/pre>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1001\u103c\u1031\u1021\u1014\u1031\u1014\u103e\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1024 syntax \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\u1000\u102d\u102f\u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c 1- \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1001\u103b\u1000\u103a<\/a> 200 \u1016\u103c\u1004\u1037\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u103c\u102e\u1038 R \u101b\u103e\u102d \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n
 library<\/span> (ggplot2)<\/span>\n\n#make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create some fake data that follows a normal distribution\n<\/span>df <- data. frame<\/span> (y=rnorm(200))\n\n#create QQ plot\n<\/span>ggplot(df, aes(sample=y)) +\n  stat_qq() + \n  stat_qq_line()\n<\/strong><\/pre>\n
\"ggplot2<\/p>\n
 \u1021\u1019\u103c\u102e\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u1010\u103d\u1004\u103a \u1021\u1014\u100a\u103a\u1038\u1004\u101a\u103a\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1013\u102d\u1000\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1011\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1010\u103a\u1019\u103b\u1009\u103a\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u101e\u100a\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1031\u1037\u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1024\u1002\u101b\u1015\u103a\u1000\u102d\u102f \u1021\u1001\u103c\u1031\u1001\u1036\u104d \u1024\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u101e\u100a\u103a\u101f\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u101a\u1030\u1006\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u1006\u1014\u1039\u1012\u101b\u103e\u102d\u1015\u102b\u1000 \u1000\u103d\u1000\u103a\u101c\u1015\u103a\u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f \u1021\u101b\u1031\u102c\u1004\u103a\u1014\u103e\u1004\u1037\u103a \u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1014\u103e\u1004\u1037\u103a \u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038 \u1004\u103c\u1004\u103a\u1038\u1001\u102f\u1036\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b-<\/span> <\/p>\n
 library<\/span> (ggplot2)<\/span>\n\n#make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create some fake data that follows a normal distribution\n<\/span>df <- data. frame<\/span> (y=rnorm(200))\n\n#create QQ plot\n<\/span>ggplot(df, aes(sample=y)) +\n  stat_qq(size= 2.5<\/span> , color=' red<\/span> ') + \n  stat_qq_line()<\/strong> <\/pre>\n
\"\"<\/p>\n
 \u1025\u1015\u1019\u102c 2- \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u103b\u1000\u103a 200 \u1015\u102b\u101e\u1031\u102c \u1011\u1015\u103a\u1000\u102d\u1014\u103a\u1038\u1001\u103d\u1032\u101d\u1031\u1019\u103e\u102f\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u101e\u100a\u1037\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n
 #make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create some fake data that follows an exponential distribution\n<\/span>df <- data. frame<\/span> (y=rexp( 200<\/span> , rate= 3<\/span> ))\n\n#create QQ plot\n<\/span>ggplot(df, aes(sample=y)) +\n  stat_qq() + \n  stat_qq_line()\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1011\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1010\u103a\u1019\u103b\u1009\u103a\u1038\u1019\u103e \u101e\u102d\u101e\u102d\u101e\u102c\u101e\u102c \u1000\u103d\u1032\u101c\u103d\u1032\u1014\u1031\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1019\u103c\u1004\u103a\u101e\u100a\u103a\u104b \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1021\u102c\u1038 \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1001\u103c\u1004\u103a\u1038\u1019\u101f\u102f\u1010\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1016\u1031\u102c\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1011\u1015\u103a\u1000\u102d\u1014\u103a\u1038\u1001\u103d\u1032\u101d\u1031\u1019\u103e\u102f\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u101e\u1004\u1037\u103a\u101e\u100a\u103a\u101f\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u101b\u103e\u102d\u101e\u1004\u1037\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a ggplot2 \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u1021\u101c\u102f\u1015\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n
 ggplot2 \u1010\u103d\u1004\u103a \u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1006\u103d\u1032\u1019\u101c\u1032\u104b<\/a>
 ggplot2 \u1010\u103d\u1004\u103a mean \u1014\u103e\u1004\u1037\u103a standard deviation \u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1006\u103d\u1032\u1019\u101c\u1032\u104b<\/a>
 ggplot2 \u1010\u103d\u1004\u103a \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101b\u1031\u102c\u1004\u103a\u1019\u103b\u102c\u1038 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
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