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如何用ggplot/tidyverse绘制留一法回归直线

用ggplot绘制含逐一删除观测值的回归直线

我希望用ggplot绘制一条回归直线,同时展示依次省略每个观测值后得到的回归直线。以下是使用anscombe数据集绘制的基础图表代码:

data(anscombe)

ggplot(anscombe, aes(x = x2, y = y2)) +
  geom_point(color = col, size = 4) +
  geom_smooth(method = "lm", formula = y ~ x, se = FALSE,
              color = "red", linewidth = 1.5) +
  labs(title = "Dataset 1" ) +
  theme_bw(base_size = 14)

手动逐个添加删去单观测值的回归直线操作太繁琐,我推测存在基于tidyverse(大概率用purrr)的简化方案,但还没想出来。手动实现的代码示例如下:

ggplot(anscombe, aes(x = x2, y = y2)) +
  geom_point(color = col, size = 4) +
  geom_smooth(data = anscombe |> slice(-1), method = "lm", formula = y ~ x, se = FALSE, color = "grey") +
  geom_smooth(data = anscombe |> slice(-2), method = "lm", formula = y ~ x, se = FALSE, color = "grey") +
# ...
  geom_smooth(data = anscombe |> slice(-10), method = "lm", formula = y ~ x, se = FALSE, color = "grey") +
  geom_smooth(data = anscombe |> slice(-11), method = "lm", formula = y ~ x, se = FALSE, color = "grey") +
  geom_smooth(method = "lm", formula = y ~ x, se = FALSE,
              color = "red", linewidth = 1.5) +
  labs(title = "Dataset 2" ) +
  theme_bw(base_size = 14)

内容的提问来源于stack exchange,提问作者user101089

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最近更新时间:2026.07.21 08:48:20