# bdm::mratio Class Reference

Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form:

where . More...

`#include <emix.h>`

List of all members.

## Public Member Functions
| mratio (const epdf *nom0, const RV &rv, bool copy=false)
double | evallogcond (const vec &val, const vec &cond)
| Shortcut for conditioning and evaluation of the internal epdf. In some cases, this operation can be implemented efficiently.
void | ownnom ()
| Object takes ownership of nom and will destroy it.
| ~mratio ()
| Default destructor.
void | from_setting (const Setting &set)
virtual string | to_string ()
| This method returns a basic info about the current instance.
virtual void | to_setting (Setting &set) const
| This method save all the instance properties into the Setting structure.
virtual void | validate ()
| This method TODO.
Matematical operations
virtual vec | samplecond (const vec &cond)
| Returns a sample from the density conditioned on `cond`, .
virtual mat | samplecond_m (const vec &cond, int N)
| Returns.
virtual void | condition (const vec &cond)
| Update `ep` so that it represents this mpdf conditioned on `rvc` = cond.
virtual vec | evallogcond_m (const mat &Dt, const vec &cond)
| Matrix version of evallogcond.
virtual vec | evallogcond_m (const Array< vec > &Dt, const vec &cond)
| Array<vec> version of evallogcond.
Access to attributes
RV | _rv ()
RV | _rvc ()
int | dimension ()
int | dimensionc ()
epdf & | _epdf ()
epdf * | _e ()
Connection to other objects
void | set_rvc (const RV &rvc0)
void | set_rv (const RV &rv0)
bool | isnamed ()
## Protected Attributes
const epdf * | nom
| Nominator in the form of mpdf.
epdf * | den
| Denominator in the form of epdf.
bool | destroynom
| flag for destructor
datalink_m2e | dl
| datalink between conditional and nom
int | dimc
| dimension of the condition
RV | rvc
| random variable in condition
epdf * | ep
| pointer to internal epdf

## Detailed Description

Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form:

where .

In particular this type of arise by conditioning of a mixture model.

At present the only supported operation is evallogcond().

## Constructor & Destructor Documentation

bdm::mratio::mratio | ( | const epdf * | nom0,
|  | const RV & | rv,
|  | bool | copy = `false` |
| ) |  |  | `[inline]`

Default constructor. By default, the given epdf is not copied! It is assumed that this function will be used only temporarily.

References bdm::RV::_dsize(), bdm::epdf::_rv(), den, destroynom, bdm::mpdf::dimc, dl, bdm::mpdf::ep, bdm::RV::length(), bdm::epdf::marginal(), nom, bdm::mpdf::rvc, bdm::datalink_m2e::set_connection(), bdm::epdf::set_parameters(), bdm::epdf::set_rv(), and bdm::RV::subt().

## Member Function Documentation

void bdm::mpdf::from_setting | ( | const Setting & | set | ) | `[inline, virtual, inherited]`

Load from structure with elements:

     { rv = {class="RV", names=(...),}; // RV describing meaning of random variable
       rvc= {class="RV", names=(...),}; // RV describing meaning of random variable in condition
       // elements of offsprings
     }

Reimplemented from bdm::root.

Reimplemented in bdm::mepdf, bdm::mprod, bdm::mgnorm< sq_T >, bdm::mgamma, bdm::migamma_ref, and bdm::mlognorm.

virtual vec bdm::mpdf::samplecond | ( | const vec & | cond | ) | `[inline, virtual, inherited]`

Returns a sample from the density conditioned on `cond`, .

Parameters:

  | cond | is numeric value of `rv`

Reimplemented in bdm::mprod.

References bdm::mpdf::condition(), bdm::mpdf::ep, and bdm::epdf::sample().

Referenced by bdm::MPF< BM_T >::bayes(), bdm::PF::bayes(), and bdm::ArxDS::step().

virtual mat bdm::mpdf::samplecond_m | ( | const vec & | cond,
|  | int | N |
| ) |  |  | `[inline, virtual, inherited]`

Returns.

Parameters:

  | N | samples from the density conditioned on `cond`, .
  | cond | is numeric value of `rv`

References bdm::mpdf::condition(), bdm::epdf::dimension(), bdm::mpdf::ep, and bdm::epdf::sample().

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

- emix.h