summary: Summary of Hidden Markov Model

In HiddenMarkov: Hidden Markov Models

Summary of Hidden Markov Model

Description

Provides methods for the generic function summary.

Usage

## S3 method for class 'dthmm'
summary(object, ...)
## S3 method for class 'mmglm0'
summary(object, ...)
## S3 method for class 'mmglm1'
summary(object, ...)
## S3 method for class 'mmglmlong1'
summary(object, ...)
## S3 method for class 'mmpp'
summary(object, ...)

Arguments

object	an object with class "dthmm", "mmglm0", "mmglm1", "mmglmlong1" or "mmpp".
...	other arguments.

Details

The code for the methods "dthmm", "mmglm0", "mmglm1","mmglmlong1" and "mmpp" can be viewed by appending summary.dthmm, summary.mmglm0, summary.mmglm1, summary.mmglmlong1 or summary.mmpp, respectively, to HiddenMarkov:::, on the R command line; e.g. HiddenMarkov:::dthmm. The three colons are needed because these method functions are not in the exported NAMESPACE.

Value

A list object with a reduced number of components, mainly the parameter values.

Examples

Pi <- matrix(c(0.8, 0.2,
               0.3, 0.7),
             byrow=TRUE, nrow=2)

x <- dthmm(NULL, Pi, c(0, 1), "beta",
           list(shape1=c(2, 6), shape2=c(6, 2)))

x <- simulate(x, nsim=2000)

print(summary(x))

HiddenMarkov documentation built on April 3, 2025, 6:22 p.m.