HErlangClass: Hyper-Erlang distribution
In mapfit: PH/MAP Parameter Estimation
HErlangClass R Documentation
Hyper-Erlang distribution
Description
Hyper-Erlang distribution
Hyper-Erlang distribution
Details
A mixture of Erlang distributions. A subclass of PH distributions.
Methods
Public methods
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Method mixrate()
Get mixrate
Usage
HErlangClass$mixrate()
Returns
A vector of mixrate
Method shape()
Get shape
Usage
HErlangClass$shape()
Returns
A vector of shapes
Method rate()
Get rate
Usage
HErlangClass$rate()
Returns
A vector of rates
Method new()
Create a hyper-Erlang distribution
Usage
HErlangClass$new(mixrate, shape, rate)
Arguments
mixrateA vector of initial probability
shapeA vector of shape parameters
rateA vector of rate parameters
Returns
An instance of HErlang
Method copy()
copy
Usage
HErlangClass$copy()
Returns
A new instance
Method size()
The number of components
Usage
HErlangClass$size()
Returns
The number of components
Method df()
Degrees of freedom
Usage
HErlangClass$df()
Returns
The degrees of freedom
Method moment()
Moments of HErlang
Usage
HErlangClass$moment(k, ...)
Arguments
kA value to indicate the degrees of moments. k-th moment
...Others
Returns
A vector of moments from 1st to k-th moments
Method print()
Print
Usage
HErlangClass$print(...)
Arguments
...Others
Method pdf()
PDF
Usage
HErlangClass$pdf(x, ...)
Arguments
xA vector of points
...Others
Returns
A vector of densities.
Method cdf()
CDF
Usage
HErlangClass$cdf(q, ...)
Arguments
qA vector of points
...Others
Returns
A vector of probabilities
Method ccdf()
Complementary CDF
Usage
HErlangClass$ccdf(q, ...)
Arguments
qA vector of points
...Others
Returns
A vector of probabilities
Method sample()
Make a sample
Usage
HErlangClass$sample(...)
Arguments
...Others
Returns
A sample of HErlang
Method emfit()
Run EM
Usage
HErlangClass$emfit(data, options, ...)
Arguments
dataA dataframe
optionsA list of options
...Others
Method init()
Initialize with data
Usage
HErlangClass$init(data, ...)
Arguments
dataA dataframe
...Others
optionsA list of options
Method clone()
The objects of this class are cloneable with this method.
Usage
HErlangClass$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.
mapfit documentation built on Nov. 22, 2022, 5:05 p.m.
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| HErlangClass | R Documentation |
Hyper-Erlang distribution
Description
Hyper-Erlang distribution
Hyper-Erlang distribution
Details
A mixture of Erlang distributions. A subclass of PH distributions.
Methods
Public methods
Method mixrate()
Get mixrate
Usage
HErlangClass$mixrate()
Returns
A vector of mixrate
Method shape()
Get shape
Usage
HErlangClass$shape()
Returns
A vector of shapes
Method rate()
Get rate
Usage
HErlangClass$rate()
Returns
A vector of rates
Method new()
Create a hyper-Erlang distribution
Usage
HErlangClass$new(mixrate, shape, rate)
Arguments
mixrateA vector of initial probability
shapeA vector of shape parameters
rateA vector of rate parameters
Returns
An instance of HErlang
Method copy()
copy
Usage
HErlangClass$copy()
Returns
A new instance
Method size()
The number of components
Usage
HErlangClass$size()
Returns
The number of components
Method df()
Degrees of freedom
Usage
HErlangClass$df()
Returns
The degrees of freedom
Method moment()
Moments of HErlang
Usage
HErlangClass$moment(k, ...)
Arguments
kA value to indicate the degrees of moments. k-th moment
...Others
Returns
A vector of moments from 1st to k-th moments
Method print()
Usage
HErlangClass$print(...)
Arguments
...Others
Method pdf()
Usage
HErlangClass$pdf(x, ...)
Arguments
xA vector of points
...Others
Returns
A vector of densities.
Method cdf()
CDF
Usage
HErlangClass$cdf(q, ...)
Arguments
qA vector of points
...Others
Returns
A vector of probabilities
Method ccdf()
Complementary CDF
Usage
HErlangClass$ccdf(q, ...)
Arguments
qA vector of points
...Others
Returns
A vector of probabilities
Method sample()
Make a sample
Usage
HErlangClass$sample(...)
Arguments
...Others
Returns
A sample of HErlang
Method emfit()
Run EM
Usage
HErlangClass$emfit(data, options, ...)
Arguments
dataA dataframe
optionsA list of options
...Others
Method init()
Initialize with data
Usage
HErlangClass$init(data, ...)
Arguments
dataA dataframe
...Others
optionsA list of options
Method clone()
The objects of this class are cloneable with this method.
Usage
HErlangClass$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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