Assessing the Goodness-of-Fit of Hidden Markov Models
From MaRDI portal
Publication:3442975
DOI10.1111/J.0006-341X.2004.00189.XzbMath1274.62708WikidataQ80166449 ScholiaQ80166449MaRDI QIDQ3442975
Publication date: 25 May 2007
Published in: Biometrics (Search for Journal in Brave)
model selectionhidden Markov modelgoodness-of-fitstationary time seriesmultiple sclerosisprobability plot
Applications of statistics to biology and medical sciences; meta analysis (62P10) Graphical methods in statistics (62A09)
Related Items (5)
Model Checking for Hidden Markov Models ⋮ Bayesian methods for time series of count data ⋮ Seven things to remember about hidden Markov models: A tutorial on Markovian models for time series ⋮ Hidden Markov Models With Applications in Cell Adhesion Experiments ⋮ Detection of fluid signals in the 1985 Yellowstone earthquake swarm
Cites Work
- Unnamed Item
- Some autoregressive moving average processes with generalized Poisson marginal distributions
- Maximum-likelihood estimation for hidden Markov models
- Strong convergence of sums of \(\alpha \)-mixing random variables with applications to density estimation
- Limit theorems for regression models of time series of counts
- The envelope probability plot as a goodness-of-fit test
- Hidden Markov chains in generalized linear models
- Bayesian Predictive Inference for Time Series Count Data
- Likelihood‐Ratio Tests for Hidden Markov Models
- Estimating the order of a hidden markov model
- An Introduction to the Application of the Theory of Probabilistic Functions of a Markov Process to Automatic Speech Recognition
- Estimating the Order of Hidden Markov Models
This page was built for publication: Assessing the Goodness-of-Fit of Hidden Markov Models