simplehmm: Hmm toy data set from Visser et al (2000)

In hmmr: "Mixture and Hidden Markov Models with R" Datasets and Example Code

Description

Data are 2000 observations generated from a 2-state hidden Markov model with three observation categories. These data were used in the simuation study in Visser et al. (2000) for testing the quality of several methods of computing parameter standard errors.

Usage

data(simplehmm)

Format

A dataframe with 2000 observations on a single variable:

obs

a factor with levels 1, 2, and 3.

Source

Ingmar Visser, Maartje E. J. Raijmakers, and Peter C. M. Molenaar (2000). Confidence intervals for hidden Markov model parameters. British journal of mathematical and statistical psychology, 53, p. 317-327.

Examples

data(simplehmm)
set.seed(1)
md2 <- hmm(simplehmm, 2)
summary(md2)

hmmr documentation built on May 27, 2021, 9:10 a.m.