{"id":1639,"date":"2023-07-25T13:39:35","date_gmt":"2023-07-25T13:39:35","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%9e%e1%80%85%e1%80%ba%e1%80%90%e1%80%b1%e1%80%ac%e1%80%99%e1%80%bc%e1%80%b1%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-r\/"},"modified":"2023-07-25T13:39:35","modified_gmt":"2023-07-25T13:39:35","slug":"%e1%80%9e%e1%80%85%e1%80%ba%e1%80%90%e1%80%b1%e1%80%ac%e1%80%99%e1%80%bc%e1%80%b1%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%9e%e1%80%85%e1%80%ba%e1%80%90%e1%80%b1%e1%80%ac%e1%80%99%e1%80%bc%e1%80%b1%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-r\/","title":{"rendered":"R \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038"},"content":{"rendered":"

<\/p>\n

\n

\u1010\u1031\u102c\u1000\u103d\u1000\u103a<\/strong> \u1010\u1005\u103a\u1001\u102f (\u1010\u1005\u103a\u1001\u102b\u1010\u1005\u103a\u101b\u1036 \u201cblobbogram\u201d \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u100a\u103a) \u1000\u102d\u102f \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u104f\u101b\u101c\u1012\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a meta-analysis \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span> <\/p>\n

\"\"<\/p>\n

\u101c\u1000\u103a\u1016\u1000\u103a\u101b\u100a\u103a<\/span><\/p>\n

\u1024\u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u104f\u101b\u101c\u1012\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1010\u1005\u103a\u1001\u103b\u102d\u1014\u103a\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u101b\u1014\u103a \u1021\u1006\u1004\u103a\u1015\u103c\u1031\u101e\u1031\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1000\u102d\u102f\u1015\u1031\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1025\u1015\u1019\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1025\u1015\u1019\u102c- R \u1010\u103d\u1004\u103a \u101e\u1005\u103a\u1010\u1031\u102c\u1019\u103c\u1031\u1000\u103d\u1000\u103a<\/strong><\/span><\/h3>\n

R \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1000\u103b\u102d\u102f\u1038\u101e\u1000\u103a\u101b\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038 (\u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1021\u1001\u103c\u102c\u1038\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1016\u103d\u101a\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038) \u1014\u103e\u1004\u1037\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1015\u1031\u102b\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1031\u102c\u1000\u103a\u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u1019\u103b\u102c\u1038\u1015\u102b\u101b\u103e\u102d\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1026\u1038\u1005\u103d\u102c\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u101c\u102d\u102f\u1021\u1015\u103a\u101e\u100a\u103a-<\/span><\/p>\n

 #create data<\/span>\ndf <- data. frame<\/span> (study=c('S1', 'S2', 'S3', 'S4', 'S5', 'S6', 'S7'),\n                 index=1:7,\n                 effect=c(-.4, -.25, -.1, .1, .15, .2, .3),\n                 lower=c(-.43, -.29, -.17, -.02, .04, .17, .27),\n                 upper=c(-.37, -.21, -.03, .22, .24, .23, .33))\n\n#view data<\/span>\nhead(df)\n\n  study index effect lower upper\n1 S1 1 -0.40 -0.43 -0.37\n2 S2 2 -0.25 -0.29 -0.21\n3 S3 3 -0.10 -0.17 -0.03\n4 S4 4 0.10 -0.02 0.22\n5 S5 5 0.15 0.04 0.24\n6 S6 6 0.20 0.17 0.23\n7 S7 7 0.30 0.27 0.33<\/strong><\/pre>\n
 \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a ggplot2 \u1012\u1031\u1010\u102c\u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u1019\u103e\u102f\u1021\u1011\u102f\u1015\u103a\u104f\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n
 #load ggplot2\n<\/span>library<\/span> (ggplot2)\n\n#create forest plot<\/span>\nggplot(data=df, aes<\/span> (y=index, x=effect, xmin=lower, xmax=upper)) +\n  geom_point() + \n  geom_errorbarh(height= .1<\/span> ) +\n  scale_y_continuous(name = \"\", breaks=1: nrow<\/span> (df), labels=df$study)<\/strong> <\/pre>\n
\"\"<\/p>\n
 x-axis \u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1000\u103b\u102d\u102f\u1038\u101e\u1000\u103a\u101b\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u1015\u103c\u102e\u1038 y-axis \u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f\u1021\u1019\u100a\u103a\u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1002\u101b\u1015\u103a\u101b\u103e\u102d \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1000\u103b\u102d\u102f\u1038\u101e\u1000\u103a\u101b\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u103c\u102e\u1038 \u1021\u1019\u103e\u102c\u1038\u1021\u101a\u103d\u1004\u103a\u1038\u1018\u102c\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u104f \u1000\u1014\u1037\u103a\u101e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u101b\u1014\u103a\u104a \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u1015\u103c\u102e\u1038 \u1007\u101a\u102c\u1038\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u1015\u102d\u102f\u1000\u1031\u102c\u1004\u103a\u1038\u1005\u1031\u101b\u1014\u103a \u101e\u102f\u100a\u104f\u1021\u1000\u103b\u102d\u102f\u1038\u101e\u1000\u103a\u101b\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1012\u1031\u102b\u1004\u103a\u101c\u102d\u102f\u1000\u103a\u1019\u103b\u1009\u103a\u1038\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n
 #load ggplot2\n<\/span>library<\/span> (ggplot2)\n\n#create forest plot<\/span>\nggplot(data=df, aes<\/span> (y=index, x=effect, xmin=lower, xmax=upper)) +\n  geom_point() + \n  geom_errorbarh(height= .1<\/span> ) +\n  scale_y_continuous(breaks=1: nrow<\/span> (df), labels=df$study) +\n  labs(title=' Effect Size by Study<\/span> ', x=' Effect Size<\/span> ', y = ' Study<\/span> ') +\n  geom_vline(xintercept=0, color=' black<\/span> ', linetype=' dashed<\/span> ', alpha= .5<\/span> ) +\n  theme_minimal()<\/strong> <\/pre>\n
\"R<\/p>\n
 \u101e\u1004\u103a\u101c\u102d\u102f\u1001\u103b\u1004\u103a\u101e\u100a\u1037\u103a\u1015\u102f\u1036\u1005\u1036\u1016\u103c\u1005\u103a\u1021\u1031\u102c\u1004\u103a \u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u104f\u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u103d\u1010\u103a\u101c\u1015\u103a\u1005\u103d\u102c\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1015\u102d\u102f\u104d\u1015\u1004\u103a\u1002\u1014\u1039\u1011\u101d\u1004\u103a\u1021\u101e\u103d\u1004\u103a\u1021\u1015\u103c\u1004\u103a\u1021\u1010\u103d\u1000\u103a theme_classic() \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <\/p>\n
 #load ggplot2\n<\/span>library<\/span> (ggplot2)\n\n#create forest plot<\/span>\nggplot(data=df, aes<\/span> (y=index, x=effect, xmin=lower, xmax=upper)) +\n  geom_point() + \n  geom_errorbarh(height= .1<\/span> ) +\n  scale_y_continuous(breaks=1: nrow<\/span> (df), labels=df$study) +\n  labs(title=' Effect Size by Study<\/span> ', x=' Effect Size<\/span> ', y = ' Study<\/span> ') +\n  geom_vline(xintercept=0, color=' black<\/span> ', linetype=' dashed<\/span> ', alpha= .5<\/span> ) +\n  theme_classic()<\/strong> <\/pre>\n
\"\"<\/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><\/h3>\n
 Excel \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a>
 \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038 ggplot2 \u1021\u1015\u103c\u1004\u103a\u1021\u1006\u1004\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1015\u103c\u102e\u1038\u1015\u103c\u100a\u1037\u103a\u1005\u102f\u1036\u101e\u1031\u102c \u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1010\u1031\u102c\u1000\u103d\u1000\u103a \u1010\u1005\u103a\u1001\u102f (\u1010\u1005\u103a\u1001\u102b\u1010\u1005\u103a\u101b\u1036 \u201cblobbogram\u201d \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u100a\u103a) \u1000\u102d\u102f \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u104f\u101b\u101c\u1012\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a meta-analysis \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b \u101c\u1000\u103a\u1016\u1000\u103a\u101b\u100a\u103a \u1024\u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101e\u100a\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u104f\u101b\u101c\u1012\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1010\u1005\u103a\u1001\u103b\u102d\u1014\u103a\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u101b\u1014\u103a \u1021\u1006\u1004\u103a\u1015\u103c\u1031\u101e\u1031\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1000\u102d\u102f\u1015\u1031\u1038\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1025\u1015\u1019\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c- R \u1010\u103d\u1004\u103a \u101e\u1005\u103a\u1010\u1031\u102c\u1019\u103c\u1031\u1000\u103d\u1000\u103a R \u1010\u103d\u1004\u103a\u101e\u1005\u103a\u1010\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1000\u103b\u102d\u102f\u1038\u101e\u1000\u103a\u101b\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038 (\u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1021\u1001\u103c\u102c\u1038\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1016\u103d\u101a\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038) \u1014\u103e\u1004\u1037\u103a \u101c\u1031\u1037\u101c\u102c\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a 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