Nothing
## ----setup, include = FALSE---------------------------------------------------
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.width = 6,
fig.height = 4,
dpi = 300,
dev = "ragg_png"
)
library(gridmicrotex)
library(ggplot2)
## ----geom-basic, out.width="70%"----------------------------------------------
df <- data.frame(
x = 1:3,
y = 1:3,
eq = c("$x^2$", "\\frac{a}{b}", "$\\sum_{i=1}^n x_i$"),
col = c("red", "blue", "green")
)
ggplot(df, aes(x, y,
label = eq,
colour = col,
size = c(14, 18, 14))) +
geom_latex() +
scale_colour_identity() +
scale_size_identity() +
labs(
x = "$\\beta_1 \\cdot x + \\beta_0$",
y = "$\\mathrm{mpg}$"
) +
theme(
axis.title.x = element_latex(fontsize = 14),
axis.title.y = element_latex(fontsize = 14)
)
## ----regression-annotation, out.width="70%"-----------------------------------
fit <- lm(mpg ~ wt, data = mtcars)
b0 <- round(coef(fit)[1], 1)
b1 <- round(coef(fit)[2], 1)
r2 <- round(summary(fit)$r.squared, 3)
eq_label <- sprintf("$\\hat{y} = %s %s x, \\quad R^2 = %s$",
b0, b1, r2)
ggplot(mtcars, aes(wt, mpg)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE) +
annotate("latex", x = 4, y = 30, label = eq_label, size = 12) +
theme_minimal()
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