bpp-phyl  2.2.0
bpp::CodonDistancePhaseFrequenciesSubstitutionModel Class Referenceabstract

Class for asynonymous substitution models on codons with parameterized equilibrium frequencies and nucleotidic basic models. More...

#include <Bpp/Phyl/Model/Codon/CodonDistancePhaseFrequenciesSubstitutionModel.h>

+ Inheritance diagram for bpp::CodonDistancePhaseFrequenciesSubstitutionModel:
+ Collaboration diagram for bpp::CodonDistancePhaseFrequenciesSubstitutionModel:

Public Member Functions

 CodonDistancePhaseFrequenciesSubstitutionModel (const GeneticCode *gCode, NucleotideSubstitutionModel *pmod, FrequenciesSet *pfreq, const AlphabetIndex2 *pdist=0)
 Build a new CodonDistancePhaseFrequenciesSubstitutionModel object from three pointers to AbstractSubstitutionModels. NEW AbstractSubstitutionModels are copied from the given ones. More...
 
 CodonDistancePhaseFrequenciesSubstitutionModel (const GeneticCode *gCode, NucleotideSubstitutionModel *pmod1, NucleotideSubstitutionModel *pmod2, NucleotideSubstitutionModel *pmod3, FrequenciesSet *pfreq, const AlphabetIndex2 *pdist=0)
 Build a new CodonDistancePhaseFrequenciesSubstitutionModel object from three pointers to AbstractSubstitutionModels. NEW AbstractSubstitutionModels are copied from the given ones. More...
 
virtual ~CodonDistancePhaseFrequenciesSubstitutionModel ()
 
CodonDistancePhaseFrequenciesSubstitutionModelclone () const
 
void fireParameterChanged (const ParameterList &parameterlist)
 Tells the model that a parameter value has changed. More...
 
std::string getName () const
 Get the name of the model. More...
 
double getCodonsMulRate (size_t i, size_t j) const
 Returns the multiplicative rate specific to two codons specified by their number. The respective generator rate is this rate multiplied by the rate defined by the model defined on nucleotides. More...
 
void setNamespace (const std::string &)
 
void setFreq (std::map< int, double > &frequencies)
 Set equilibrium frequencies. More...
 
const GeneticCode * getGeneticCode () const
 
void updateMatrices ()
 Diagonalize the $Q$ matrix, and fill the eigenValues_, iEigenValues_, leftEigenVectors_ and rightEigenVectors_ matrices. More...
 
virtual const std::vector< int > & getAlphabetStates () const =0
 
const std::vector< int > & getAlphabetStates () const
 
virtual const StateMapgetStateMap () const =0
 
const StateMapgetStateMap () const
 
virtual std::vector< size_t > getModelStates (int code) const =0
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
virtual std::vector< size_t > getModelStates (const std::string &code) const =0
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
std::vector< size_t > getModelStates (int code) const
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
std::vector< size_t > getModelStates (const std::string &code) const
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
virtual int getAlphabetStateAsInt (size_t index) const =0
 
int getAlphabetStateAsInt (size_t index) const
 
virtual std::string getAlphabetStateAsChar (size_t index) const =0
 
std::string getAlphabetStateAsChar (size_t index) const
 
virtual double freq (size_t i) const =0
 
virtual double freq (size_t i) const
 
virtual double Qij (size_t i, size_t j) const =0
 
virtual double Qij (size_t i, size_t j) const
 
virtual double Pij_t (size_t i, size_t j, double t) const =0
 
virtual double Pij_t (size_t i, size_t j, double t) const
 
virtual double dPij_dt (size_t i, size_t j, double t) const =0
 
virtual double dPij_dt (size_t i, size_t j, double t) const
 
virtual double d2Pij_dt2 (size_t i, size_t j, double t) const =0
 
virtual double d2Pij_dt2 (size_t i, size_t j, double t) const
 
virtual const Vdouble & getFrequencies () const =0
 
virtual const Vdouble & getFrequencies () const
 
virtual const Matrix< double > & getGenerator () const =0
 
const Matrix< double > & getGenerator () const
 
virtual const Matrix< double > & getExchangeabilityMatrix () const =0
 
const Matrix< double > & getExchangeabilityMatrix () const
 
virtual double Sij (size_t i, size_t j) const =0
 
double Sij (size_t i, size_t j) const
 
virtual const Matrix< double > & getPij_t (double t) const =0
 
virtual const Matrix< double > & getPij_t (double t) const
 
virtual const Matrix< double > & getdPij_dt (double t) const =0
 
virtual const Matrix< double > & getdPij_dt (double t) const
 
virtual const Matrix< double > & getd2Pij_dt2 (double t) const =0
 
virtual const Matrix< double > & getd2Pij_dt2 (double t) const
 
virtual void enableEigenDecomposition (bool yn)=0
 Set if eigenValues and Vectors must be computed. More...
 
virtual bool enableEigenDecomposition ()=0
 Tell if eigenValues and Vectors must be computed. More...
 
void enableEigenDecomposition (bool yn)
 Set if eigenValues and Vectors must be computed. More...
 
bool enableEigenDecomposition ()
 Tell if eigenValues and Vectors must be computed. More...
 
virtual const Vdouble & getEigenValues () const =0
 
const Vdouble & getEigenValues () const
 
virtual const Vdouble & getIEigenValues () const =0
 
const Vdouble & getIEigenValues () const
 
virtual bool isDiagonalizable () const =0
 
bool isDiagonalizable () const
 
virtual bool isNonSingular () const =0
 
bool isNonSingular () const
 
virtual const Matrix< double > & getRowLeftEigenVectors () const =0
 
const Matrix< double > & getRowLeftEigenVectors () const
 
virtual const Matrix< double > & getColumnRightEigenVectors () const =0
 
const Matrix< double > & getColumnRightEigenVectors () const
 
virtual const Alphabet * getAlphabet () const =0
 
const Alphabet * getAlphabet () const
 
virtual size_t getNumberOfStates () const =0
 Get the number of states. More...
 
virtual size_t getNumberOfStates () const
 Get the number of states. More...
 
virtual double getInitValue (size_t i, int state) const =0 throw (IndexOutOfBoundsException, BadIntException)
 
double getInitValue (size_t i, int state) const throw (IndexOutOfBoundsException, BadIntException)
 
virtual double getScale () const =0
 Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale. More...
 
double getScale () const
 Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale. More...
 
virtual void setScale (double scale)=0
 Multiplies the current generator by the given scale. More...
 
void setScale (double scale)
 Multiplies the current generator by the given scale. More...
 
virtual double getRate () const =0
 Get the rate. More...
 
virtual double getRate () const
 Get the rate. More...
 
virtual void setRate (double rate)=0
 Set the rate of the model (must be positive). More...
 
virtual void setRate (double rate)
 Set the rate of the model (must be positive). More...
 
virtual void addRateParameter ()=0
 
void addRateParameter ()
 
virtual void setFreqFromData (const SequenceContainer &data, double pseudoCount=0)=0
 Set equilibrium frequencies equal to the frequencies estimated from the data. More...
 
void setFreqFromData (const SequenceContainer &data, double pseudoCount=0)
 Set equilibrium frequencies equal to the frequencies estimated from the data. More...
 
virtual const FrequenciesSetgetFrequenciesSet () const
 If the model owns a FrequenciesSet, returns a pointer to it, otherwise return 0. More...
 
const SubstitutionModelgetNModel (size_t i) const
 returns the ith model, or Null if i is not a valid number. More...
 
size_t getNumberOfModels () const
 
const FrequenciesSetgetFrequenciesSet () const
 If the model owns a FrequenciesSet, returns a pointer to it, otherwise return 0. More...
 

Protected Member Functions

void completeMatrices ()
 Method inherited from AbstractWordSubstitutionModel. More...
 

Static Protected Member Functions

static Alphabet * extractAlph (const std::vector< SubstitutionModel *> &modelVector)
 

Protected Attributes

std::vector< SubstitutionModel * > VSubMod_
 
std::vector< std::string > VnestedPrefix_
 
std::vector< double > Vrate_
 
const Alphabet * alphabet_
 The alphabet relevant to this model. More...
 
std::auto_ptr< StateMapstateMap_
 The map of model states with alphabet states. More...
 
size_t size_
 The size of the generator, i.e. the number of states. More...
 
double rate_
 The rate of the model (default: 1). The generator (and all its vectorial components) is independent of the rate, since it should be normalized. More...
 
RowMatrix< double > generator_
 The generator matrix $Q$ of the model. More...
 
Vdouble freq_
 The vector $\pi_e$ of equilibrium frequencies. More...
 
RowMatrix< double > exchangeability_
 The exchangeability matrix $S$ of the model, defined as $ S_{ij}=\frac{Q_{ij}}{\pi_j}$. When the model is reversible, this matrix is symetric. More...
 
RowMatrix< double > pijt_
 These ones are for bookkeeping: More...
 
RowMatrix< double > dpijt_
 
RowMatrix< double > d2pijt_
 
bool eigenDecompose_
 Tell if the eigen decomposition should be performed. More...
 
Vdouble eigenValues_
 The vector of eigen values. More...
 
Vdouble iEigenValues_
 The vector of the imaginary part of the eigen values. More...
 
bool isDiagonalizable_
 boolean value for diagonalizability in R of the generator_ More...
 
RowMatrix< double > rightEigenVectors_
 The $U^-1$ matrix made of right eigen vectors (by column). More...
 
bool isNonSingular_
 boolean value for non-singularity of rightEigenVectors_ More...
 
RowMatrix< double > leftEigenVectors_
 The $U$ matrix made of left eigen vectors (by row) if rightEigenVectors_ is non-singular. More...
 
std::vector< RowMatrix< double > > vPowGen_
 vector of the powers of generator_ for Taylor development (if rightEigenVectors_ is singular). More...
 
RowMatrix< double > tmpMat_
 For computational issues. More...
 

Detailed Description

Class for asynonymous substitution models on codons with parameterized equilibrium frequencies and nucleotidic basic models.

Author
Laurent Guéguen

This class should be used with models which equilibrium distribution is fixed, ans does not depend on the parameters. Otherwise there may be problems of identifiability of the parameters.

See description in AbstractCodonDistanceSubstitutionModel and AbstractCodonPhaseFrequenciesSubstitutionModel class.

Only substitutions with one letter changed are accepted.

The additional parameter to CodonPhaseFrequenciesSubstitutionModel is the ratio of nonsynonymous over synonymous substitutions.

If a distance $d$ between amino-acids is defined, the ratio between non-synonymous and synonymous substitutions rates is, if the codied amino-acids are $x$ and $y$, $\beta*\exp(-\alpha.d(x,y))$ with non-negative parameter "alpha" and positive parameter "beta".

If such a distance is not defined, the ratio between non-synonymous and synonymous substitutions rates is $\beta$ with positive parameter "beta".

Definition at line 77 of file CodonDistancePhaseFrequenciesSubstitutionModel.h.

Constructor & Destructor Documentation

◆ CodonDistancePhaseFrequenciesSubstitutionModel() [1/2]

CodonDistancePhaseFrequenciesSubstitutionModel::CodonDistancePhaseFrequenciesSubstitutionModel ( const GeneticCode *  gCode,
NucleotideSubstitutionModel pmod,
FrequenciesSet pfreq,
const AlphabetIndex2 *  pdist = 0 
)

Build a new CodonDistancePhaseFrequenciesSubstitutionModel object from three pointers to AbstractSubstitutionModels. NEW AbstractSubstitutionModels are copied from the given ones.

Parameters
gCodepointer to a GeneticCode
pmodpointer to the NucleotideSubstitutionModel to use in the three positions. It is owned by the instance.
pfreqpointer to the FrequenciesSet* equilibrium frequencies
pdistoptional pointer to the AlphabetIndex2 amino-acids distance object.

Definition at line 47 of file CodonDistancePhaseFrequenciesSubstitutionModel.cpp.

References bpp::AbstractCodonSubstitutionModel::updateMatrices().

Referenced by clone().

◆ CodonDistancePhaseFrequenciesSubstitutionModel() [2/2]

CodonDistancePhaseFrequenciesSubstitutionModel::CodonDistancePhaseFrequenciesSubstitutionModel ( const GeneticCode *  gCode,
NucleotideSubstitutionModel pmod1,
NucleotideSubstitutionModel pmod2,
NucleotideSubstitutionModel pmod3,
FrequenciesSet pfreq,
const AlphabetIndex2 *  pdist = 0 
)

Build a new CodonDistancePhaseFrequenciesSubstitutionModel object from three pointers to AbstractSubstitutionModels. NEW AbstractSubstitutionModels are copied from the given ones.

Parameters
gCodepointer to a GeneticCode
pmod1,pmod2,pmod3are pointers to the NucleotideSubstitutionModel to use in the three positions. All the models must be different objects to avoid redundant parameters. They are owned by the instance.
pfreqpointer to the FrequenciesSet* equilibrium frequencies
pdistoptional pointer to the AlphabetIndex2 amino-acids distance object.

Definition at line 60 of file CodonDistancePhaseFrequenciesSubstitutionModel.cpp.

References bpp::AbstractCodonSubstitutionModel::updateMatrices().

◆ ~CodonDistancePhaseFrequenciesSubstitutionModel()

virtual bpp::CodonDistancePhaseFrequenciesSubstitutionModel::~CodonDistancePhaseFrequenciesSubstitutionModel ( )
inlinevirtual

Member Function Documentation

◆ addRateParameter() [1/2]

void AbstractSubstitutionModel::addRateParameter ( )
virtualinherited

◆ addRateParameter() [2/2]

virtual void bpp::SubstitutionModel::addRateParameter ( )
pure virtualinherited

◆ clone()

CodonDistancePhaseFrequenciesSubstitutionModel* bpp::CodonDistancePhaseFrequenciesSubstitutionModel::clone ( ) const
inlinevirtual

◆ completeMatrices()

void AbstractCodonSubstitutionModel::completeMatrices ( )
protectedvirtualinherited

Method inherited from AbstractWordSubstitutionModel.

This method sets the rates to/from stop codons to zero and performs the multiplication by the specific codon-codon rate.

Implements bpp::AbstractWordSubstitutionModel.

Definition at line 173 of file AbstractCodonSubstitutionModel.cpp.

References bpp::AbstractCodonSubstitutionModel::gCode_, bpp::AbstractSubstitutionModel::generator_, bpp::AbstractCodonSubstitutionModel::getCodonsMulRate(), and bpp::AbstractWordSubstitutionModel::getNumberOfStates().

◆ d2Pij_dt2() [1/2]

virtual double bpp::AbstractSubstitutionModel::d2Pij_dt2 ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The second order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getd2Pij_dt2(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 281 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getd2Pij_dt2().

◆ d2Pij_dt2() [2/2]

virtual double bpp::SubstitutionModel::d2Pij_dt2 ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited
Returns
The second order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getd2Pij_dt2(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::d2Pij_dt2().

◆ dPij_dt() [1/2]

virtual double bpp::AbstractSubstitutionModel::dPij_dt ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The first order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getdPij_dt(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 280 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getdPij_dt().

◆ dPij_dt() [2/2]

virtual double bpp::SubstitutionModel::dPij_dt ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited
Returns
The first order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getdPij_dt(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::dPij_dt().

◆ enableEigenDecomposition() [1/4]

void bpp::AbstractSubstitutionModel::enableEigenDecomposition ( bool  yn)
inlinevirtualinherited

Set if eigenValues and Vectors must be computed.

Implements bpp::SubstitutionModel.

Definition at line 289 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::eigenDecompose_.

◆ enableEigenDecomposition() [2/4]

◆ enableEigenDecomposition() [3/4]

virtual void bpp::SubstitutionModel::enableEigenDecomposition ( bool  yn)
pure virtualinherited

◆ enableEigenDecomposition() [4/4]

virtual bool bpp::SubstitutionModel::enableEigenDecomposition ( )
pure virtualinherited

Tell if eigenValues and Vectors must be computed.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

◆ extractAlph()

Alphabet * AbstractWordSubstitutionModel::extractAlph ( const std::vector< SubstitutionModel *> &  modelVector)
staticprotectedinherited

◆ fireParameterChanged()

void CodonDistancePhaseFrequenciesSubstitutionModel::fireParameterChanged ( const ParameterList &  parameters)
virtual

◆ freq() [1/2]

virtual double bpp::SubstitutionModel::freq ( size_t  i) const
pure virtualinherited

◆ freq() [2/2]

virtual double bpp::AbstractSubstitutionModel::freq ( size_t  i) const
inlinevirtualinherited
Returns
Equilibrium frequency associated to character i.
See also
getFrequencies(), getStates()

Implements bpp::SubstitutionModel.

Definition at line 275 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::freq_.

◆ getAlphabet() [1/2]

◆ getAlphabet() [2/2]

virtual const Alphabet* bpp::SubstitutionModel::getAlphabet ( ) const
pure virtualinherited
Returns
Get the alphabet associated to this model.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AAExteriorSubstitutionRegister::AAExteriorSubstitutionRegister(), bpp::AAInteriorSubstitutionRegister::AAInteriorSubstitutionRegister(), bpp::SubstitutionModelSet::addModel(), bpp::DecompositionReward::alphabetIndexHasChanged(), bpp::ComprehensiveSubstitutionRegister::ComprehensiveSubstitutionRegister(), bpp::DecompositionReward::DecompositionReward(), bpp::DecompositionSubstitutionCount::DecompositionSubstitutionCount(), bpp::AbstractMutationProcess::detailedEvolve(), bpp::LaplaceSubstitutionCount::getAllNumbersOfSubstitutions(), bpp::AbstractSubstitutionRegister::getAlphabet(), bpp::AbstractBiblioSubstitutionModel::getAlphabet(), bpp::MarkovModulatedSubstitutionModel::getAlphabet(), bpp::SubstitutionMappingTools::getNormalizationsPerBranch(), bpp::DnDsSubstitutionRegister::getType(), bpp::SelectedSubstitutionRegister::SelectedSubstitutionRegister(), bpp::CategorySubstitutionRegister::setCategories(), bpp::LaplaceSubstitutionCount::setSubstitutionModel(), bpp::UniformizationSubstitutionCount::setSubstitutionModel(), bpp::DecompositionSubstitutionCount::setSubstitutionModel(), bpp::DecompositionReward::setSubstitutionModel(), bpp::UniformizationSubstitutionCount::substitutionRegisterHasChanged(), bpp::DecompositionSubstitutionCount::substitutionRegisterHasChanged(), bpp::UniformizationSubstitutionCount::UniformizationSubstitutionCount(), bpp::YpR::updateMatrices(), and bpp::BppOSubstitutionModelFormat::writeMixed_().

◆ getAlphabetStateAsChar() [1/2]

std::string bpp::AbstractSubstitutionModel::getAlphabetStateAsChar ( size_t  index) const
inlinevirtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implements bpp::SubstitutionModel.

Definition at line 243 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getAlphabetStateAsChar() [2/2]

virtual std::string bpp::SubstitutionModel::getAlphabetStateAsChar ( size_t  index) const
pure virtualinherited

◆ getAlphabetStateAsInt() [1/2]

int bpp::AbstractSubstitutionModel::getAlphabetStateAsInt ( size_t  index) const
inlinevirtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implements bpp::SubstitutionModel.

Definition at line 245 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getAlphabetStateAsInt() [2/2]

◆ getAlphabetStates() [1/2]

◆ getAlphabetStates() [2/2]

const std::vector<int>& bpp::AbstractSubstitutionModel::getAlphabetStates ( ) const
inlinevirtualinherited
Returns
The alphabet states of each state of the model, as a vector of int codes.
See also
Alphabet

Implements bpp::SubstitutionModel.

Definition at line 241 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getCodonsMulRate()

double CodonDistancePhaseFrequenciesSubstitutionModel::getCodonsMulRate ( size_t  ,
size_t   
) const
virtual

Returns the multiplicative rate specific to two codons specified by their number. The respective generator rate is this rate multiplied by the rate defined by the model defined on nucleotides.

Reimplemented from bpp::AbstractCodonDistanceSubstitutionModel.

Definition at line 89 of file CodonDistancePhaseFrequenciesSubstitutionModel.cpp.

References bpp::AbstractCodonPhaseFrequenciesSubstitutionModel::getCodonsMulRate(), bpp::AbstractCodonDistanceSubstitutionModel::getCodonsMulRate(), and bpp::AbstractCodonSubstitutionModel::getCodonsMulRate().

◆ getColumnRightEigenVectors() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getColumnRightEigenVectors ( ) const
inlinevirtualinherited
Returns
A matrix with right eigen vectors. Each column in the matrix stands for an eigen vector.

Implements bpp::SubstitutionModel.

Definition at line 273 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::rightEigenVectors_.

◆ getColumnRightEigenVectors() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getColumnRightEigenVectors ( ) const
pure virtualinherited

◆ getd2Pij_dt2() [1/2]

◆ getd2Pij_dt2() [2/2]

◆ getdPij_dt() [1/2]

◆ getdPij_dt() [2/2]

◆ getEigenValues() [1/2]

const Vdouble& bpp::AbstractSubstitutionModel::getEigenValues ( ) const
inlinevirtualinherited
Returns
A vector with all real parts of the eigen values of the generator of this model;

Implements bpp::SubstitutionModel.

Definition at line 263 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::eigenValues_.

◆ getEigenValues() [2/2]

virtual const Vdouble& bpp::SubstitutionModel::getEigenValues ( ) const
pure virtualinherited

◆ getExchangeabilityMatrix() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getExchangeabilityMatrix ( ) const
inlinevirtualinherited
Returns
The matrix of exchangeability terms. It is recommended that exchangeability matrix be normalized so that the normalized generator be obtained directly by the dot product $S . \pi$.

Implements bpp::SubstitutionModel.

Definition at line 255 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::exchangeability_.

◆ getExchangeabilityMatrix() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getExchangeabilityMatrix ( ) const
pure virtualinherited
Returns
The matrix of exchangeability terms. It is recommended that exchangeability matrix be normalized so that the normalized generator be obtained directly by the dot product $S . \pi$.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::Coala::Coala(), bpp::AbstractBiblioSubstitutionModel::getExchangeabilityMatrix(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getFrequencies() [1/2]

virtual const Vdouble& bpp::AbstractSubstitutionModel::getFrequencies ( ) const
inlinevirtualinherited
Returns
A vector of all equilibrium frequencies.
See also
freq()

Implements bpp::SubstitutionModel.

Definition at line 251 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::freq_.

◆ getFrequencies() [2/2]

◆ getFrequenciesSet() [1/2]

const FrequenciesSet* bpp::AbstractCodonPhaseFrequenciesSubstitutionModel::getFrequenciesSet ( ) const
inlinevirtualinherited

If the model owns a FrequenciesSet, returns a pointer to it, otherwise return 0.

Reimplemented from bpp::SubstitutionModel.

Definition at line 115 of file AbstractCodonPhaseFrequenciesSubstitutionModel.h.

References bpp::AbstractCodonPhaseFrequenciesSubstitutionModel::posfreqset_.

Referenced by bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel::setFreq().

◆ getFrequenciesSet() [2/2]

◆ getGenerator() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getGenerator ( ) const
inlinevirtualinherited
Returns
The normalized Markov generator matrix, i.e. all normalized rates of changes from state i to state j. The generator is normalized so that (i) $ \forall i; \sum_j Q_{i,j} = 0 $, meaning that $ $ \forall i; Q_{i,i} = -\sum_{j \neq i}Q_{i,j}$, and (ii) $ \sum_i Q_{i,i} \times \pi_i = -1$. This means that, under normalization, the mean rate of replacement at equilibrium is 1 and that time $t$ are measured in units of expected number of changes per site. Additionnaly, the rate_ attibute provides the possibility to increase or decrease this mean rate.

See Kosiol and Goldman (2005), Molecular Biology And Evolution 22(2) 193-9.

See also
Qij()

Implements bpp::SubstitutionModel.

Definition at line 253 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::generator_.

◆ getGenerator() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getGenerator ( ) const
pure virtualinherited
Returns
The normalized Markov generator matrix, i.e. all normalized rates of changes from state i to state j. The generator is normalized so that (i) $ \forall i; \sum_j Q_{i,j} = 0 $, meaning that $ $ \forall i; Q_{i,i} = -\sum_{j \neq i}Q_{i,j}$, and (ii) $ \sum_i Q_{i,i} \times \pi_i = -1$. This means that, under normalization, the mean rate of replacement at equilibrium is 1 and that time $t$ are measured in units of expected number of changes per site. Additionnaly, the rate_ attibute provides the possibility to increase or decrease this mean rate.

See Kosiol and Goldman (2005), Molecular Biology And Evolution 22(2) 193-9.

See also
Qij()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::LaplaceSubstitutionCount::computeCounts(), bpp::UniformizationSubstitutionCount::computeCounts_(), bpp::AbstractBiblioSubstitutionModel::getGenerator(), bpp::SimpleMutationProcess::SimpleMutationProcess(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getGeneticCode()

const GeneticCode* bpp::AbstractCodonSubstitutionModel::getGeneticCode ( ) const
inlinevirtualinherited

◆ getIEigenValues() [1/2]

const Vdouble& bpp::AbstractSubstitutionModel::getIEigenValues ( ) const
inlinevirtualinherited
Returns
A vector with all imaginary parts of the eigen values of the generator of this model;

Implements bpp::SubstitutionModel.

Definition at line 265 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::iEigenValues_.

◆ getIEigenValues() [2/2]

virtual const Vdouble& bpp::SubstitutionModel::getIEigenValues ( ) const
pure virtualinherited
Returns
A vector with all imaginary parts of the eigen values of the generator of this model;

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getIEigenValues().

◆ getInitValue() [1/2]

double AbstractSubstitutionModel::getInitValue ( size_t  i,
int  state 
) const
throw (IndexOutOfBoundsException,
BadIntException
)
virtualinherited

This method is used to initialize likelihoods in reccursions. It typically sends 1 if i = state, 0 otherwise, where i is one of the possible states of the alphabet allowed in the model and state is the observed state in the considered sequence/site.

Parameters
ithe index of the state in the model.
stateAn observed state in the sequence/site.
Returns
1 or 0 depending if the two states are compatible.
Exceptions
IndexOutOfBoundsExceptionif array position is out of range.
BadIntExceptionif states are not allowed in the associated alphabet.
See also
getStates();

Implements bpp::SubstitutionModel.

Reimplemented in bpp::RE08.

Definition at line 349 of file AbstractSubstitutionModel.cpp.

◆ getInitValue() [2/2]

virtual double bpp::SubstitutionModel::getInitValue ( size_t  i,
int  state 
) const
throw (IndexOutOfBoundsException,
BadIntException
)
pure virtualinherited

This method is used to initialize likelihoods in reccursions. It typically sends 1 if i = state, 0 otherwise, where i is one of the possible states of the alphabet allowed in the model and state is the observed state in the considered sequence/site.

Parameters
ithe index of the state in the model.
stateAn observed state in the sequence/site.
Returns
1 or 0 depending if the two states are compatible.
Exceptions
IndexOutOfBoundsExceptionif array position is out of range.
BadIntExceptionif states are not allowed in the associated alphabet.
See also
getStates();

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::RE08, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getInitValue().

◆ getModelStates() [1/4]

virtual std::vector<size_t> bpp::SubstitutionModel::getModelStates ( int  code) const
pure virtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getModelStates(), bpp::SubstitutionModelSet::getModelStates(), and bpp::MarginalAncestralStateReconstruction::recursiveMarginalAncestralStates().

◆ getModelStates() [2/4]

virtual std::vector<size_t> bpp::SubstitutionModel::getModelStates ( const std::string &  code) const
pure virtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

◆ getModelStates() [3/4]

std::vector<size_t> bpp::AbstractSubstitutionModel::getModelStates ( int  code) const
inlinevirtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implements bpp::SubstitutionModel.

Definition at line 247 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getModelStates() [4/4]

std::vector<size_t> bpp::AbstractSubstitutionModel::getModelStates ( const std::string &  code) const
inlinevirtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implements bpp::SubstitutionModel.

Definition at line 249 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getName()

std::string CodonDistancePhaseFrequenciesSubstitutionModel::getName ( ) const
virtual

Get the name of the model.

Returns
The name of this model.

Implements bpp::SubstitutionModel.

Definition at line 75 of file CodonDistancePhaseFrequenciesSubstitutionModel.cpp.

◆ getNModel()

const SubstitutionModel* bpp::AbstractWordSubstitutionModel::getNModel ( size_t  i) const
inlineinherited

returns the ith model, or Null if i is not a valid number.

Definition at line 155 of file AbstractWordSubstitutionModel.h.

References bpp::AbstractWordSubstitutionModel::VSubMod_.

Referenced by bpp::BppOSubstitutionModelFormat::write().

◆ getNumberOfModels()

size_t bpp::AbstractWordSubstitutionModel::getNumberOfModels ( ) const
inlineinherited

◆ getNumberOfStates() [1/2]

size_t AbstractWordSubstitutionModel::getNumberOfStates ( ) const
virtualinherited

Get the number of states.

For most models, this equals the size of the alphabet.

See also
getAlphabetChars for the list of supported states.
Returns
The number of different states in the model.

Implements bpp::SubstitutionModel.

Definition at line 237 of file AbstractWordSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::getAlphabet().

Referenced by bpp::AbstractCodonSubstitutionModel::completeMatrices(), bpp::WordSubstitutionModel::getd2Pij_dt2(), bpp::WordSubstitutionModel::getdPij_dt(), bpp::WordSubstitutionModel::getPij_t(), bpp::AbstractWordSubstitutionModel::setFreq(), and bpp::AbstractWordSubstitutionModel::updateMatrices().

◆ getNumberOfStates() [2/2]

◆ getPij_t() [1/2]

◆ getPij_t() [2/2]

◆ getRate() [1/2]

double AbstractSubstitutionModel::getRate ( ) const
virtualinherited

Get the rate.

Implements bpp::SubstitutionModel.

Definition at line 415 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::rate_.

◆ getRate() [2/2]

virtual double bpp::SubstitutionModel::getRate ( ) const
pure virtualinherited

◆ getRowLeftEigenVectors() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getRowLeftEigenVectors ( ) const
inlinevirtualinherited
Returns
A matrix with left eigen vectors. Each row in the matrix stands for an eigen vector.

Implements bpp::SubstitutionModel.

Definition at line 271 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::leftEigenVectors_.

◆ getRowLeftEigenVectors() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getRowLeftEigenVectors ( ) const
pure virtualinherited

◆ getScale() [1/2]

double AbstractSubstitutionModel::getScale ( ) const
virtualinherited

Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale.

Returns
Minus the scalar product of diagonal elements and the frequencies vector.

Implements bpp::SubstitutionModel.

Definition at line 400 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::freq_, and bpp::AbstractSubstitutionModel::generator_.

Referenced by bpp::AbstractReversibleSubstitutionModel::updateMatrices().

◆ getScale() [2/2]

virtual double bpp::SubstitutionModel::getScale ( ) const
pure virtualinherited

Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale.

Returns
Minus the scalar product of diagonal elements and the frequencies vector.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getScale().

◆ getStateMap() [1/2]

virtual const StateMap& bpp::SubstitutionModel::getStateMap ( ) const
pure virtualinherited

◆ getStateMap() [2/2]

const StateMap& bpp::AbstractSubstitutionModel::getStateMap ( ) const
inlinevirtualinherited
Returns
The mapping of model states with alphabet states.

Implements bpp::SubstitutionModel.

Definition at line 239 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ isDiagonalizable() [1/2]

bool bpp::AbstractSubstitutionModel::isDiagonalizable ( ) const
inlinevirtualinherited
Returns
True if the model is diagonalizable in R.

Implements bpp::SubstitutionModel.

Definition at line 267 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::isDiagonalizable_.

◆ isDiagonalizable() [2/2]

virtual bool bpp::SubstitutionModel::isDiagonalizable ( ) const
pure virtualinherited

◆ isNonSingular() [1/2]

bool bpp::AbstractSubstitutionModel::isNonSingular ( ) const
inlinevirtualinherited
Returns
True is the model is non-singular.

Implements bpp::SubstitutionModel.

Definition at line 269 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::isNonSingular_.

◆ isNonSingular() [2/2]

virtual bool bpp::SubstitutionModel::isNonSingular ( ) const
pure virtualinherited

◆ Pij_t() [1/2]

virtual double bpp::SubstitutionModel::Pij_t ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited

◆ Pij_t() [2/2]

virtual double bpp::AbstractSubstitutionModel::Pij_t ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The probability of change from state i to state j during time t.
See also
getPij_t(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 279 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getPij_t().

◆ Qij() [1/2]

◆ Qij() [2/2]

virtual double bpp::AbstractSubstitutionModel::Qij ( size_t  i,
size_t  j 
) const
inlinevirtualinherited
Returns
The rate in the generator of change from state i to state j.
See also
getStates();

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel.

Definition at line 277 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::generator_.

◆ setFreq()

void CodonDistancePhaseFrequenciesSubstitutionModel::setFreq ( std::map< int, double > &  frequencies)
virtual

Set equilibrium frequencies.

Parameters
frequenciesThe map of the frequencies to use.

Reimplemented from bpp::AbstractCodonPhaseFrequenciesSubstitutionModel.

Definition at line 104 of file CodonDistancePhaseFrequenciesSubstitutionModel.cpp.

References bpp::AbstractCodonPhaseFrequenciesSubstitutionModel::setFreq().

◆ setFreqFromData() [1/2]

void AbstractSubstitutionModel::setFreqFromData ( const SequenceContainer &  data,
double  pseudoCount = 0 
)
virtualinherited

Set equilibrium frequencies equal to the frequencies estimated from the data.

Parameters
dataThe sequences to use.
pseudoCountA quantity $\psi$ to add to adjust the observed values in order to prevent issues due to missing states on small data set. The corrected frequencies shall be computed as

\[ \pi_i = \frac{n_i+\psi}{\sum_j (f_j+\psi)} \]

Implements bpp::SubstitutionModel.

Reimplemented in bpp::JCprot, bpp::K80, bpp::RE08, bpp::JCnuc, bpp::UserProteinSubstitutionModel, bpp::WAG01, bpp::DSO78, bpp::JTT92, bpp::LG08, and bpp::Coala.

Definition at line 366 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::setFreq(), and bpp::AbstractSubstitutionModel::size_.

◆ setFreqFromData() [2/2]

virtual void bpp::SubstitutionModel::setFreqFromData ( const SequenceContainer &  data,
double  pseudoCount = 0 
)
pure virtualinherited

Set equilibrium frequencies equal to the frequencies estimated from the data.

Parameters
dataThe sequences to use.
pseudoCountA quantity $\psi$ to add to adjust the observed values in order to prevent issues due to missing states on small data set. The corrected frequencies shall be computed as

\[ \pi_i = \frac{n_i+\psi}{\sum_j (f_j+\psi)} \]

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::JCprot, bpp::K80, bpp::RE08, bpp::JCnuc, bpp::UserProteinSubstitutionModel, bpp::AbstractBiblioSubstitutionModel, bpp::WAG01, bpp::DSO78, bpp::JTT92, bpp::LG08, and bpp::Coala.

Referenced by bpp::BppOSubstitutionModelFormat::read(), bpp::AbstractBiblioSubstitutionModel::setFreqFromData(), and bpp::MarkovModulatedSubstitutionModel::setFreqFromData().

◆ setNamespace()

void CodonDistancePhaseFrequenciesSubstitutionModel::setNamespace ( const std::string &  st)

◆ setRate() [1/2]

void AbstractSubstitutionModel::setRate ( double  rate)
virtualinherited

Set the rate of the model (must be positive).

Parameters
ratemust be positive.

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel.

Definition at line 422 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::rate_.

Referenced by bpp::AbstractMixedSubstitutionModel::setRate().

◆ setRate() [2/2]

virtual void bpp::SubstitutionModel::setRate ( double  rate)
pure virtualinherited

◆ setScale() [1/2]

void AbstractSubstitutionModel::setScale ( double  scale)
virtualinherited

Multiplies the current generator by the given scale.

Parameters
scalethe scale by which the generator is multiplied.

Implements bpp::SubstitutionModel.

Definition at line 409 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::generator_.

◆ setScale() [2/2]

virtual void bpp::SubstitutionModel::setScale ( double  scale)
pure virtualinherited

Multiplies the current generator by the given scale.

Parameters
scalethe scale by which the generator is multiplied.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::setScale(), and bpp::MarkovModulatedSubstitutionModel::setScale().

◆ Sij() [1/2]

double bpp::AbstractSubstitutionModel::Sij ( size_t  i,
size_t  j 
) const
inlinevirtualinherited
Returns
The exchangeability between state i and state j.

By definition Sij(i,j) = Sij(j,i).

Implements bpp::SubstitutionModel.

Definition at line 257 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::exchangeability_.

◆ Sij() [2/2]

virtual double bpp::SubstitutionModel::Sij ( size_t  i,
size_t  j 
) const
pure virtualinherited
Returns
The exchangeability between state i and state j.

By definition Sij(i,j) = Sij(j,i).

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::Sij().

◆ updateMatrices()

void AbstractCodonSubstitutionModel::updateMatrices ( )
virtualinherited

Diagonalize the $Q$ matrix, and fill the eigenValues_, iEigenValues_, leftEigenVectors_ and rightEigenVectors_ matrices.

The generator_ matrix and freq_ vector must be initialized.

Eigen values and vectors are computed from the generator and assigned to the eigenValues_ for the real part, iEigenValues_ for the imaginary part, rightEigenVectors_ and leftEigenVectors_ variables. isDiagonalizable_ checks if the generator_ is diagonalizable in R.

The optional rate parameter is not taken into account in this method to prevent unnecessary computation.

Reimplemented from bpp::AbstractWordSubstitutionModel.

Definition at line 150 of file AbstractCodonSubstitutionModel.cpp.

References bpp::AbstractCodonSubstitutionModel::hasParametrizedRates_, bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::AbstractWordSubstitutionModel::Vrate_, and bpp::AbstractWordSubstitutionModel::VSubMod_.

Referenced by bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel(), bpp::CodonDistanceFrequenciesSubstitutionModel::CodonDistanceFrequenciesSubstitutionModel(), CodonDistancePhaseFrequenciesSubstitutionModel(), bpp::CodonDistanceSubstitutionModel::CodonDistanceSubstitutionModel(), bpp::CodonRateFrequenciesSubstitutionModel::CodonRateFrequenciesSubstitutionModel(), bpp::CodonRateSubstitutionModel::CodonRateSubstitutionModel(), and bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel::setFreq().

Member Data Documentation

◆ alphabet_

◆ d2pijt_

◆ dpijt_

RowMatrix<double> bpp::AbstractSubstitutionModel::dpijt_
mutableprotectedinherited

◆ eigenDecompose_

bool bpp::AbstractSubstitutionModel::eigenDecompose_
protectedinherited

◆ eigenValues_

◆ exchangeability_

◆ freq_

Vdouble bpp::AbstractSubstitutionModel::freq_
protectedinherited

The vector $\pi_e$ of equilibrium frequencies.

Definition at line 113 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::AbstractSubstitutionModel(), bpp::WordSubstitutionModel::completeMatrices(), bpp::Coala::computeEquilibriumFrequencies(), bpp::RE08::d2Pij_dt2(), bpp::RE08::dPij_dt(), bpp::DSO78::DSO78(), bpp::LG08::fireParameterChanged(), bpp::DSO78::fireParameterChanged(), bpp::JTT92::fireParameterChanged(), bpp::WAG01::fireParameterChanged(), bpp::UserProteinSubstitutionModel::fireParameterChanged(), bpp::JCprot::fireParameterChanged(), bpp::AbstractSubstitutionModel::freq(), bpp::RE08::getd2Pij_dt2(), bpp::RE08::getdPij_dt(), bpp::AbstractSubstitutionModel::getFrequencies(), bpp::RN95s::getPij_t(), bpp::RE08::getPij_t(), bpp::RN95::getPij_t(), bpp::AbstractSubstitutionModel::getScale(), bpp::JCprot::JCprot(), bpp::JTT92::JTT92(), bpp::LG08::LG08(), bpp::AbstractSubstitutionModel::operator=(), bpp::RN95s::Pij_t(), bpp::RE08::Pij_t(), bpp::RN95::Pij_t(), bpp::RE08::RE08(), bpp::UserProteinSubstitutionModel::readFromFile(), bpp::AbstractSubstitutionModel::setFreq(), bpp::LG08::setFreqFromData(), bpp::DSO78::setFreqFromData(), bpp::JTT92::setFreqFromData(), bpp::WAG01::setFreqFromData(), bpp::UserProteinSubstitutionModel::setFreqFromData(), bpp::JCprot::setFreqFromData(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::L95::updateMatrices(), bpp::SSR::updateMatrices(), bpp::MixtureOfASubstitutionModel::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::MixtureOfSubstitutionModels::updateMatrices(), bpp::YpR::updateMatrices(), bpp::GTR::updateMatrices(), bpp::RN95::updateMatrices(), bpp::TN93::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::RE08::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), bpp::AbstractSubstitutionModel::updateMatrices(), bpp::AbstractReversibleSubstitutionModel::updateMatrices(), bpp::UserProteinSubstitutionModel::UserProteinSubstitutionModel(), and bpp::WAG01::WAG01().

◆ generator_

◆ iEigenValues_

◆ isDiagonalizable_

◆ isNonSingular_

◆ leftEigenVectors_

◆ pijt_

RowMatrix<double> bpp::AbstractSubstitutionModel::pijt_
mutableprotectedinherited

◆ rate_

double bpp::AbstractSubstitutionModel::rate_
protectedinherited

The rate of the model (default: 1). The generator (and all its vectorial components) is independent of the rate, since it should be normalized.

Definition at line 103 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::addRateParameter(), bpp::RN95s::d2Pij_dt2(), bpp::JCnuc::d2Pij_dt2(), bpp::TN93::d2Pij_dt2(), bpp::RN95::d2Pij_dt2(), bpp::K80::d2Pij_dt2(), bpp::T92::d2Pij_dt2(), bpp::JCprot::d2Pij_dt2(), bpp::HKY85::d2Pij_dt2(), bpp::F84::d2Pij_dt2(), bpp::RN95s::dPij_dt(), bpp::JCnuc::dPij_dt(), bpp::TN93::dPij_dt(), bpp::RN95::dPij_dt(), bpp::K80::dPij_dt(), bpp::T92::dPij_dt(), bpp::JCprot::dPij_dt(), bpp::HKY85::dPij_dt(), bpp::F84::dPij_dt(), bpp::WordSubstitutionModel::getd2Pij_dt2(), bpp::RN95s::getd2Pij_dt2(), bpp::JCnuc::getd2Pij_dt2(), bpp::TN93::getd2Pij_dt2(), bpp::RN95::getd2Pij_dt2(), bpp::K80::getd2Pij_dt2(), bpp::T92::getd2Pij_dt2(), bpp::JCprot::getd2Pij_dt2(), bpp::F84::getd2Pij_dt2(), bpp::HKY85::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::WordSubstitutionModel::getdPij_dt(), bpp::RN95s::getdPij_dt(), bpp::JCnuc::getdPij_dt(), bpp::TN93::getdPij_dt(), bpp::RN95::getdPij_dt(), bpp::K80::getdPij_dt(), bpp::T92::getdPij_dt(), bpp::JCprot::getdPij_dt(), bpp::F84::getdPij_dt(), bpp::HKY85::getdPij_dt(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::WordSubstitutionModel::getPij_t(), bpp::RN95s::getPij_t(), bpp::JCnuc::getPij_t(), bpp::TN93::getPij_t(), bpp::RN95::getPij_t(), bpp::K80::getPij_t(), bpp::T92::getPij_t(), bpp::JCprot::getPij_t(), bpp::F84::getPij_t(), bpp::HKY85::getPij_t(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::getRate(), bpp::AbstractMixedSubstitutionModel::normalizeVRates(), bpp::AbstractSubstitutionModel::operator=(), bpp::RN95s::Pij_t(), bpp::JCnuc::Pij_t(), bpp::TN93::Pij_t(), bpp::RN95::Pij_t(), bpp::K80::Pij_t(), bpp::T92::Pij_t(), bpp::JCprot::Pij_t(), bpp::F84::Pij_t(), bpp::HKY85::Pij_t(), bpp::AbstractMixedSubstitutionModel::setRate(), bpp::AbstractSubstitutionModel::setRate(), and bpp::BinarySubstitutionModel::updateMatrices().

◆ rightEigenVectors_

◆ size_

◆ stateMap_

◆ tmpMat_

◆ VnestedPrefix_

◆ vPowGen_

◆ Vrate_

◆ VSubMod_


The documentation for this class was generated from the following files: