Elastic Functional Boxplots¶
Elastic Functional Boxplots
moduleauthor:: J. Derek Tucker <jdtuck@sandia.gov>
-
class
boxplots.
ampbox
(fdawarp)[source]¶ This class provides amplitude boxplot for functional data using the SRVF framework
Usage: obj = ampbox(warp_data)
Parameters: - warp_data (fdawarp) – fdawarp class with alignment data
- 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
- f_median – median function
- q_median – median srvf
- plt – surface plot mesh
Author : J. D. Tucker (JDT) <jdtuck AT sandia.gov> Date : 15-Mar-2018
-
class
boxplots.
phbox
(fdawarp)[source]¶ This class provides phase boxplot for functional data using the SRVF framework
Usage: obj = phbox(warp_data)
Parameters: - warp_data (fdawarp) – fdawarp class with alignment data
- 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
- median_x – median warping function
- psi_median – median srvf of warping function
- plt – surface plot mesh
Author : J. D. Tucker (JDT) <jdtuck AT sandia.gov> Date : 15-Mar-2018