nkde_get_loo_values {spNetwork}

The exposed function to calculate NKDE likelihood cv

Description

The exposed function to calculate NKDE likelihood cv (INTERNAL)

Usage

nkde_get_loo_values(
  method,
  neighbour_list,
  sel_events,
  sel_events_wid,
  events,
  events_wid,
  weights,
  bws_net,
  kernel_name,
  line_list,
  max_depth,
  cvl
)

Arguments

method

a string, one of "simple", "continuous", "discontinuous"

neighbour_list

a List, giving for each node an IntegerVector with its neighbours

sel_events

a Numeric vector indicating the selected events (id of nodes)

sel_events_wid

a Numeric Vector indicating the unique if of the selected events

events

a NumericVector indicating the nodes in the graph being events

events_wid

a NumericVector indicating the unique id of all the events

weights

a matrix with the weights associated with each event (row) for each bws_net (cols).

bws_net

an arma::mat with the network bandwidths to consider for each event

kernel_name

a string with the name of the kernel to use

line_list

a DataFrame describing the lines

max_depth

the maximum recursion depth

cvl

a boolean indicating if the Cronie (TRUE) or CV likelihood (FALSE) must be used

Value

a vector with the CV score for each bandwidth and the densities if required

Examples

# no example provided, this is an internal function