ex_corrad: Extended correlation anomaly detection (ECAD-I & ECAD-II)

Description Usage Arguments

Description

Extended correlation anomaly detection (ECAD-I & ECAD-II)

Usage

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ex_corrad(
  DA,
  DB,
  rho,
  dlt,
  eliminate_phase = FALSE,
  smooth = FALSE,
  bandwidth = 0.2
)

Arguments

DA

reference data matrix.

DB

test data matrix.

rho

penalty weight for graphical lasso.

dlt

time interval of recorded data.

eliminate_phase

boolean. defalut is FALSE. if TRUE, it executes foulier-amplitude-based ECAD (ECAD-II).

smooth

boolean. if TRUE, apply parzen-window smoothing to DA & DB.

bandwidth

if smooth == TRUE, it specifies bandwidth of parzen-window.


taroyaoyama/corrad documentation built on Feb. 13, 2020, 4:49 a.m.