ampbox_data: Amplitude Boxplot Data

In fdasrvf: Elastic Functional Data Analysis

Amplitude Boxplot Data

Description

This function constructs the amplitude boxplot.

Usage

ampbox_data(warp_median, alpha = 0.05, ka = 1)

Arguments

warp_median	fdawarp object from time_warping() of aligned data using the median
alpha	quantile value (default=.05, i.e., 95%)
ka	scalar for outlier cutoff (default=1)

Value

Returns an ampbox object containing:

• median_y: median function

• Q1: First quartile

• Q3: Second quartile

• Q1a: First quantile based on alpha

• Q3a: Second quantile based on alpha

• minn: minimum extreme function

• maxx: maximum extreme function

• outlier_index: indexes of outlier functions

• fmedian: median function

References

Xie, W., S. Kurtek, K. Bharath, and Y. Sun (2016). "A geometric approach to visualization of variability in functional data." Journal of the American Statistical Association in press: 1-34.

fdasrvf documentation built on Nov. 19, 2023, 1:09 a.m.