R散点图中的R平面曲面

时间:2018-01-16 09:04:54

标签: r plot plotly surface r-plotly

我正在尝试向this plot添加一个平面(请原谅大小,如果我把它做得更大,那么文件太大了)。表面应平行于地面,第三维等于零。它应该经历红点。

重现的代码:

n.cases <- 240              
n.vars <- 4                
set.seed(26)               
eps <- rnorm(n.vars, 0, 1/4)
x <- matrix(rnorm(n.cases * (n.vars+2)), nrow=n.cases)
beta <- rbind(c(1,rep(0, n.vars)), c(0,rep(1, n.vars)), cbind(rep(0,n.vars), diag(eps)))
y <- x%*%beta             

data <- data.frame(y)
data.1.2 <- data[,1:2]
data.1.2$X3 <- integer(nrow(data.1.2))

data.1.2$group = 'First Iteration'

data.1.3 <- data[,1:3]
data.1.3$group = 'Second Iteration'

newdf <- rbind(data.1.2, data.1.3)

library(plotly)

plot_ly(x=newdf$X1, y=newdf$X2, z=newdf$X3, color = newdf$group, colors = c('#BF382A', '#0C4B8E')) %>%
  add_markers() %>%
  layout(scene = list(xaxis = list(title = 'First Dimension'),
                      yaxis = list(title = 'Second Dimension'),
                      zaxis = list(title = 'Third Dimension'),
                      bgcolor = "rgb(244, 244, 248)"))  

我尝试使用add_surface,但到目前为止没有成功。我不明白这个函数需要什么样的矩阵。我用

试了一下
matrix <- cbind(c(-5,-4,-3,-2,-1,0,1,2,3,4,5), c(-5,-4,-3,-2,-1,0,1,2,3,4,5), c(0,0,0,0,0,0,0,0,0,0,0))

然后通过

添加表面
%>%  add_surface(z=~matrix2)

但最终会以

结束
Error in traces[[i]][[obj]] : 
 attempt to select less than one element in get1index

我想我还不明白矩阵的样子。

谢谢!

1 个答案:

答案 0 :(得分:0)

我认为你正在寻找这样的东西:

matrix2 <- c(
  c(0,0,0,0),
  c(0,0,0,0),
  c(0,0,0,0),
  c(0,0,0,0)
)
dim(matrix2) <- c(4,4)

y <- c(-2,-1,0,1)
x <- c(-2,-1,0,1)
rownames(matrix2) <- x
colnames(matrix2) <- y


plot_ly() %>%
  add_markers(data = newdf, x=~X1, y=~X2, z=~X3, color = ~group, colors = c('#BF382A', '#0C4B8E')) %>%
  layout(scene = list(xaxis = list(title = 'First Dimension'),
                      yaxis = list(title = 'Second Dimension'),
                      zaxis = list(title = 'Third Dimension'),
                      bgcolor = "rgb(244, 244, 248)")) %>%  add_surface(z=~matrix2, x = ~x, y= ~y)