funcharts (version 1.7.0)

plot.FRTM_PhaseI: Plot the results of the Phase I and the Phase II of the FRTM

Description

This function provides plots of the Hotelling's \(T^{2}\) and SPE control charts.

Usage

# S3 method for FRTM_PhaseI
plot(x, ...)
# S3 method for FRTM_PhaseII
plot(x, ...)

Value

No return value, called for side effects.

Arguments

x

The output of either FRTM_PhaseI or FRTM_PhaseII.

...

A variable ind_sel could be provided to select some observations from either the tuning or monitoring set.

Examples

library(funcharts)
data <- simulate_data_FRTM(n_obs = 20)

data_oc <-
  simulate_data_FRTM(
    n_obs = 2,
    scenario = "1",
    shift = "OC_h",
    severity = 0.5
  )

lambda <- 10 ^ -5
max_x <- max(unlist(data$grid_i))
seq_t_tot <- seq(0, 1, length.out = 30)[-1]
seq_x <- seq(0.1, max_x, length.out = 10)


if (FALSE) {
  mod_phaseI_FRTM <- FRTM_PhaseI(
    data_tra =  data,
    control.FDTW = list(
      M = 30,
      N = 30,
      lambda = lambda,
      seq_t = seq_t_tot,
      iter_tem = 1,
      iter = 1
    ),
    control.rtr = list(seq_x = seq_x)
  )
  mod_phaseII_FRTM <- FRTM_PhaseII(data_oc = data_oc , mod_phaseI = mod_phaseI_FRTM)

  plot(mod_phaseI_FRTM)
  plot(mod_phaseII_FRTM)
}