psi_cost_path_sum: Sum of Distances in Least Cost Path

In distantia: Advanced Toolset for Efficient Time Series Dissimilarity Analysis

Sum of Distances in Least Cost Path

Description

Demonstration function to sum the distances of a least cost path.

Usage

psi_cost_path_sum(path = NULL)

Arguments

path	(required, data frame) least cost path produced by psi_cost_path(). Default: NULL

Value

numeric value

See Also

Other psi_demo: psi_auto_distance(), psi_auto_sum(), psi_cost_matrix(), psi_cost_path(), psi_distance_lock_step(), psi_distance_matrix(), psi_equation()

Examples

#distance metric
d <- "euclidean"

#simulate two irregular time series
x <- zoo_simulate(
  name = "x",
  rows = 100,
  seasons = 2,
  seed = 1
)

y <- zoo_simulate(
  name = "y",
  rows = 80,
  seasons = 2,
  seed = 2
)

if(interactive()){
  zoo_plot(x = x)
  zoo_plot(x = y)
}

#distance matrix
dist_matrix <- psi_distance_matrix(
  x = x,
  y = y,
  distance = d
)

#orthogonal least cost matrix
cost_matrix <- psi_cost_matrix(
  dist_matrix = dist_matrix
)

#orthogonal least cost path
cost_path <- psi_cost_path(
  dist_matrix = dist_matrix,
  cost_matrix = cost_matrix
)

#sum of distances in cost path
psi_cost_path_sum(
  path = cost_path
)

distantia documentation built on April 4, 2025, 5:42 a.m.