Default MIMS Pre-processing

Usage

mims_default_processing(
  data,
  use_extrapolation = TRUE,
  use_filtering = TRUE,
  verbose = TRUE,
  dynamic_range = NULL,
  round_after_processing = FALSE
)

Arguments

data: Data set of raw accelerometry values, usually time and X/Y/Z. Usually from actiread::acti_read_gt3x()
use_extrapolation: If TRUE the function will apply extrapolation algorithm to the input signal, otherwise it will skip extrapolation but only linearly interpolate the signal to 100Hz.
use_filtering: If TRUE the function will apply bandpass filtering to the input signal, otherwise it will skip the filtering.
verbose: print diagnostic messages
dynamic_range: the dynamic ranges of the input signal. Passed to actimetrics::mims_default_extrapolation(). Only needed if use_extrapolation = TRUE
round_after_processing: Should the result be rounded to 3 decimal values after processing, to make similar to standard accelerometry?

Value

A processed data set