FMM-methods: Methods for objects of class "FMM"

Description Usage Arguments Value Examples

Description

The methods for objects of class 'FMM' are:

coef coef method for S4 class 'FMM',
summary summary method for S4 class 'FMM',
fitted fitted method for S4 class 'FMM',
resid resid method for S4 class 'FMM'.

Usage

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## S4 coef method for signature 'FMM'
coef(object,...)

## S4 summary method for signature 'FMM'
summary(object,...)

## S4 fitted method for signature 'FMM'
fitted(object,...)

## S4 resid method for signature 'FMM'
resid(object,...)

Arguments

object

object of class 'FMM'.

...

additional arguments passed to the method.

Value

Examples

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## Generate example data:
fmm2.data <- generateFMM(0, 2, c(1.5, 3.4), c(0.2, 2.3), c(0.1, 0.2),
                    plot = FALSE, outvalues = TRUE,
                    sigmaNoise = 0.5) # add a gaussian noise with sigma = 0.5

## Fit the FMM model with nback = 2 component
## fit is an object of S4 class 'FMM'
fit <- fitFMM(vData = fmm2.data$y,timePoints = fmm2.data$t,nback = 2,
              lengthAlphaGrid = 24,lengthOmegaGrid = 10, numReps = 1)

## Extract coefficients of the model:
coef(fit)

## Summarize results:
summary(fit)

## Results on a list:
res <- summary(fit)
res$peak.time # fiducial points

## fitted values:
fit.values <- fitted(fit)

## residuals
res <- resid(fit)

FMM documentation built on March 2, 2021, 1:06 a.m.