Package | Description |
---|---|
dev.nm.stat.hmm.mixture | |
dev.nm.stat.hmm.mixture.distribution |
Modifier and Type | Method and Description |
---|---|
MixtureDistribution |
MixtureHMM.getDistribution()
Gets the distribution in the hidden Markov model.
|
Constructor and Description |
---|
MixtureHMM(Vector PI,
Matrix A,
MixtureDistribution dist)
Constructs a mixture hidden Markov model.
|
Modifier and Type | Class and Description |
---|---|
class |
BetaMixtureDistribution
The HMM states use the Beta distribution to model the observations.
|
class |
BinomialMixtureDistribution
The HMM states use the Binomial distribution to model the observations.
|
class |
ExponentialMixtureDistribution
The HMM states use the Exponential distribution to model the observations.
|
class |
GammaMixtureDistribution
The HMM states use the Gamma distribution to model the observations.
|
class |
LogNormalMixtureDistribution
The HMM states use the Log-Normal distribution to model the observations.
|
class |
NormalMixtureDistribution
The HMM states use the Normal distribution to model the observations.
|
class |
PoissonMixtureDistribution
The HMM states use the Poisson distribution to model the observations.
|
Modifier and Type | Method and Description |
---|---|
MixtureDistribution |
ExponentialMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
BetaMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
LogNormalMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
BinomialMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
GammaMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
NormalMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
PoissonMixtureDistribution.newMixtureDistribution(Object[] param) |
MixtureDistribution |
MixtureDistribution.newMixtureDistribution(Object[] lambda)
Construct a new distribution from a set of parameters, one set per state.
|
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