eEF Class Reference

General conjugate exponential family posterior density. More...

#include <libEF.h>

Inheritance diagram for eEF:

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Collaboration diagram for eEF:

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List of all members.

Public Member Functions

 eEF (const RV &rv)
 default constructor
virtual double lognc () const =0
 logarithm of the normalizing constant, $\mathcal{I}$
virtual void dupdate (mat &v)
 TODO decide if it is really needed.
virtual double evalpdflog_nn (const vec &val) const
 Evaluate normalized log-probability.
virtual double evalpdflog (const vec &val) const
 Evaluate normalized log-probability.
virtual vec evalpdflog (const mat &Val) const
 Evaluate normalized log-probability for many samples.
virtual void pow (double p)
 Power of the density, used e.g. to flatten the density.
virtual vec sample () const =0
 Returns a sample, $x$ from density $epdf(rv)$.
virtual mat sampleN (int N) const
 Returns N samples from density $epdf(rv)$.
virtual double eval (const vec &val) const
 Compute probability of argument val.
virtual vec evalpdflog_m (const mat &Val) const
 Compute log-probability of multiple values argument val.
virtual vec mean () const =0
 return expected value
const RV_rv () const
 access function, possibly dangerous!
void _renewrv (const RV &in_rv)
 modifier function - useful when copying epdfs

Protected Attributes

RV rv
 Identified of the random variable.


Detailed Description

General conjugate exponential family posterior density.

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

Generated on Thu Oct 9 21:26:37 2008 for mixpp by  doxygen 1.5.6