Simulation Framework for Mills Ratio Analysis — simulate_mills

Functions to generate and compare Mills ratio curves across distributions, supporting the interactive dashboard and analysis vignettes.

Usage

simulate_mills_curves(
  x_range = c(0.5, 5),
  n_points = 100,
  distributions = c("normal", "t30", "exponential"),
  log_scale = FALSE,
  include_asymptotic = FALSE
)

Arguments

x_range: Numeric vector of two elements: c(min, max)
n_points: Number of points to evaluate (default = 100)
distributions: Character vector of distributions to include
log_scale: Logical; if TRUE, uses log-spaced x values
include_asymptotic: Logical; if TRUE, includes asymptotic approximations

Value

Data frame in long format suitable for plotting

Author

John Gavin john.b.gavin@gmail.com Generate Mills Ratio Curves

Examples

# Generate curves for comparison
curves <- simulate_mills_curves(
  x_range = c(0.5, 5),
  distributions = c("normal", "t3", "t30", "exponential")
)