Plot LHWR Diagnostics — plot_lhwr_diagnostics • LHWL

Plot common diagnostics from bandwidth and fitted LHWR objects.

Usage

plot_lhwr_diagnostics(
  object,
  type = c("bandwidth", "residual", "local_r2", "condition_number",
    "effective_sample_size"),
  ...
)

Arguments

object: An LHWR model object or a bandwidth object returned by bw.lhwr().
type: Diagnostic type. For bandwidth objects use "bandwidth". For model objects use "residual", "local_r2", "condition_number", or "effective_sample_size".
...: Additional plotting arguments.

Value

Invisibly returns object.

Examples

H <- simulate_H2(35, r_max = 2)
x <- rnorm(35)
y <- 1 + x + rnorm(35, sd = 0.2)
fit <- lhwr(y ~ x, data.frame(y, x), Z = H$Z, bw = 15, adaptive = TRUE)
plot_lhwr_diagnostics(fit, type = "residual")