nParam: Number of model parameters

In miscTools: Miscellaneous Tools and Utilities

Number of model parameters

Description

This function returns the number of model parameters. The default method returns the component x$param$nParam.

Usage

nParam(x, free=FALSE, ...)
## Default S3 method:
nParam(x, ...)
## S3 method for class 'lm'
nParam(x, ...)

Arguments

x	a statistical model
free	logical, whether to report only the free parameters or the total number of parameters (default)
...	other arguments for methods

Details

Free parameters are the parameters with no equality restrictions. Some parameters may be restricted (e.g. sum of two probabilities may be restricted to equal unity). In this case the total number of parameters may depend on the normalisation.

Value

Number of parameters in the model

Author(s)

Ott Toomet, [e-mail]

See Also

nObs for number of observations

Examples

# Construct a simple OLS regression:
x1 <- runif(100)
x2 <- runif(100)
y <- 3 + 4*x1 + 5*x2 + rnorm(100)
m <- lm(y~x1+x2)  # estimate it
summary(m)
nParam(m) # you get 3

miscTools documentation built on May 3, 2023, 5:11 p.m.