HarmonicDynamicModel

HarmonicDynamicModel = class HarmonicDynamicModel(HarmonicModel, Dynamic)

HarmonicDynamicModel(order, minOrder=1, maxOrder=None, period=1.0, fixed=None, growPrior=None, copy=None, **kwargs) Harmonic oscillator Model of adaptable order. f( x:p ) = ∑_j ( p_k cos( 2 π j x ) + p_k+1 sin( 2 π j x ) ) j = 1, N; k = 0, 2N The parameters are initialized at 1.0. It is a linear model. Author Do Kester Attributes ---------- minOrder : int minimum degree of polynomial (def=1) Can also be read as minComp maxOrder : None or int maximum degree of polynomial (def=None) Can also be read as maxComp Attributes from Dynamic ---------------------- ncomp (= order), deltaNpar, minComp (= minOrder), maxComp (= maxComp), growPrior Attributes from HarmonicModel ----------------------------- order, period Attributes from Model --------------------- npchain, parameters, stdevs, xUnit, yUnit Attributes from FixedModel -------------------------- npmax, fixed, parlist, mlist Attributes from BaseModel -------------------------- npbase, ndim, priors, posIndex, nonZero, tiny, deltaP, parNames Examples -------- >>> harm = HarmonicDynamicModel( 3 ) # period = 1 >>> print harm.getNumberOfParameters( ) # 6 >>> harm = HarmonicModel( 4, period=2.7 ) # period = 2.7 Category mathematics/Fitting

Method resolution order:: HarmonicDynamicModel; HarmonicModel; LinearModel; Model; FixedModel; BaseModel; Dynamic; builtins.object

Constructor:

HarmonicDynamicModel( order, minOrder=1, maxOrder=None, period=1.0, fixed=None,
growPrior=None, copy=None, **kwargs): Harmonic of a adaptable order. The model starts as a HarmonicModel of order = 1 Growth of the model is governed by a prior. Parameters ---------- order : int order to start with. It should be minOrder <= order <= maxOrder minOrder : int minimum degree of polynomial (def=1) maxOrder : None or int maximum degree of polynomial (def=None) period : float period of the oscilation fixed : None If fixed is not None an AttributeError is raised growPrior : None or Prior governing the birth and death. ExponentialPrior (scale=2) if maxOrder is None else UniformPrior copy : HarmonicDynamicModel model to copy Raises ------ AttributeError when fixed parameters are requested ValueError when order is outside [min..max] range

Methods defined here:

baseName(): Return a string representation of the model.

basePrior( k ): Return the prior for parameter k. Parameters ---------- k : int the parameter to be selected.

changeNComp( dn )

copy(): Copy method.

isDynamic(): Return whether the model can change the number of parameters dynamically.

Methods inherited from HarmonicModel:

Methods inherited from LinearModel:

baseResult( xdata, params )

Methods inherited from Model:

Overloaded operators and aliases

Other methods

Methods inherited from FixedModel:

Methods inherited from BaseModel:

Methods inherited from Dynamic: