Class: FMM Class Representation

In FMM: Rhythmic Patterns Modeling by FMM Models

Description

Class representation for an S4 object of class 'FMM'.

Value

The S4 object of class 'FMM' contains the following slots:

@timePoints	The time points as specified by the input argument. It is a numeric vector containing the time points at which each data of one single period is observed.
@data	The data as specified by the input argument. It is a numeric vector containing the data to be fitted a FMM model. Data could be collected over multiple periods.
@summarizedData	When the data has more than one period, a numeric vector containing data averaging the data at each time point across all considered periods.
@nPeriods	A numeric value containing the number of periods in data as specified by the input argument.
@fittedValues	A numeric vector of the fitted values by the FMM model.
@M	A numeric value of the estimated intercept parameter M.
@A	A numeric value or vector of the estimated FMM wave amplitude parameter(s) A.
@alpha	A numeric value or vector of the estimated FMM wave phase translation parameter(s) α.
@beta	A numeric value or vector of the estimated FMM wave skewness parameter(s) β.
@omega	A numeric value or vector of the estimated FMM wave kurtosis parameter(s) ω.
@SSE	A numeric value of the sum of the residual squares values.
@R2	A numeric vector specifying the explained variance by each of the fitted FMM components.
@nIter	A numeric value specifying the number of iterations of the fitting algorithm.

Examples

## FMM class
getClass("FMM")
getSlots("FMM")

FMM documentation built on Dec. 17, 2021, 5:06 p.m.