Estimate the malaraisimulation input distribution from usage assumes an exponentially distributed net loss function and randomly correlated net distribution.

Usage

usage_to_model_distribution(
  usage,
  usage_timesteps,
  distribution_timesteps,
  distribution_lower = rep(0, length(distribution_timesteps)),
  distribution_upper = rep(1, length(distribution_timesteps)),
  mean_retention = 365 * 5
)

Arguments

usage: Target usage
usage_timesteps: Target usage time points
distribution_timesteps: A vector of distribution time steps
distribution_lower: Lower bound on distributions (default = 0)
distribution_upper: Upper bound on distribution (default = 1)
mean_retention: The average duration of net retention (days)