2012-03-12 556 views
-1

可能重复:
ggplot2: Adding Regression Line Equation and R2 on graph与GGPLOT2计算相关系数R中

我用下面的程序来绘制与回归线的散点图。但我也想计算相关系数。我怎样才能得到它与ggplot2?我怎样才能在散点图上添加回归直线方程和相关系数(R)?

library(ggplot2) 
d <- data.frame(x=c (1.0325477, 0.6746901, 1.0845737, 1.1123872, 1.1060822, 0.8595918, 0.8512941, 1.0148842, 1.0722369, 0.9019220 , 0.8809147, 1.0358256, 0.9903858, 1.0715174 , 1.1034405, 1.0143966,0.9802365, 0.7177169 , 0.9190783, 0.8408701) , 
    y= c (0.8550177, 0.8352162 ,1.0236998, 1.1071665, 0.6768144, 0.8449983 ,0.7616483, 0.8259199, 1.1539598, 1.4125006, 1.0511816, 0.9366184, 1.4101268, 1.2937913, 1.4147219 ,1.2943105 ,0.7859749, 0.6689330, 0.6940164, 0.8093392), names = c("A","C","E","D","G","F","I","H","K","M","L","N","Q","P","S","R","T","W","V","Y")) 
ggplot(d, aes(x,y)) + geom_point(shape=1)+geom_smooth(method=lm, se=FALSE, fullrange=T)+geom_text(aes(label=names ,hjust=0)) 

请帮帮我。

+4

计算相关性的R函数是cor()。当你不知道函数的名字时寻求帮助,总会有'library(sos); findFn( “相关”)' – Andrie 2012-03-12 09:26:21

回答

1

计算相关系数和线性回归的正常方法是在ggplot外部。在ggplot2的引擎盖下调用lm,至少在method = lm时。解决您的问题的方法是混合使用lm,corgeom_text。 @joran在评论中提到的帖子提供了一些很好的提示。