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simts (version 0.1.1)

batch_modwt_wvar_cpp: Computes the MO/DWT wavelet variance for multiple processes

Description

Calculates the MO/DWT wavelet variance

Usage

batch_modwt_wvar_cpp(signal, nlevels, robust, eff, alpha, ci_type,
  strWavelet, decomp)

Arguments

signal

A matrix that contains the same number of observations per dataset

robust

A boolean that triggers the use of the robust estimate.

eff

A double that indicates the efficiency as it relates to an MLE.

alpha

A double that indicates the \(\left(1-p\right)\times \alpha\) confidence level

ci_type

A string indicating the confidence interval being calculated. Valid value: "eta3"

strWavelet

A string indicating the type of wave filter to be applied. Must be "haar"

decomp

A string indicating whether to use "modwt" or "dwt" decomp

Value

A field<mat> with the structure:

  • "variance"Wavelet Variance

  • "low"Lower CI

  • "high"Upper CI

Details

This function processes the decomposition of multiple signals quickly