MoTBFs (version 1.2)

coef.motbf: Extract MoTBF Coefficients

Description

Extracts the parameters of the learned mixtures of truncated basis functions.

Usage

# S3 method for motbf
coef(object, ...)

Arguments

object

An MoTBF function.

…

other arguments

Value

A numeric vector with the parameters of the function.

See Also

univMoTBF, coeffMOP and coeffMTE

Examples

# NOT RUN {
## Data
X <- rchisq(2000, df = 5)

## Learning
f1 <- univMoTBF(X, POTENTIAL_TYPE = "MOP"); f1
## Coefficients
coef(f1)

## Learning
f2 <- univMoTBF(X, POTENTIAL_TYPE = "MTE", maxParam = 10); f2
## Coefficients
coef(f2)

## Learning
f3 <- univMoTBF(X, POTENTIAL_TYPE = "MOP", nparam=10); f3
## Coefficients
coef(f3)

## Plots
plot(NULL, xlim = range(X), ylim = c(0,0.2), xlab="X", ylab="density")
plot(f1, xlim = range(X), col = 1, add = TRUE)
plot(f2, xlim = range(X), col = 2, add = TRUE)
plot(f3, xlim = range(X), col = 3, add = TRUE)
hist(X, prob = TRUE, add= TRUE)

# }