detectOutlier: Detect outliers

In hhuang90/TVD: Total Variation Depth and Its Decomposition for Functional data Outlier Detection

Description

Detect outliers

Usage

detectOutlier(data, nCurve, nPoint, empFactor)

Arguments

data	A matrix with dimension nCurve by nPoint, the functional data
nCurve	A scalar, the number of curves
nPoint	A scalar, the number of discrete time points
empFactor	A scalar, the empirical factor in the boxplot of MSS for detecting shape outliers

Value

Retrun a list containing outlier, sOut, mOut, TVD, MSS

outlier, a vector showing all the outliers

sOut, a vector showing shape outliers

mOut, a vector showing magnitude outliers

TVD, a vector of nCurve elements, corresponding to TVD of each curve

MSS, a vector of nCurve elements, corresponding to MSS of each curve

hhuang90/TVD documentation built on May 28, 2019, 8:39 a.m.