Package csb :: Package statistics :: Package pdf :: Class MultivariateGaussian

Class MultivariateGaussian

     object --+            
              |            
AbstractDensity --+        
                  |        
        BaseDensity --+    
                      |    
                 Normal --+
                          |
                         MultivariateGaussian

Nested Classes
Inherited from `AbstractDensity`: `__metaclass__`

Instance Methods

__init__(self, mu=array([ 0., 0.]), sigma=array([[ 1., 0...)
x.__init__(...) initializes x; see help(type(x)) for signature source code

conditional(self, x, dims)
Return the distribution along the dimensions dims conditioned on x

source code

array

log_prob(self, x)
Evaluate the logarithm of the probability of observing values x. source code

random(self, size=None)
Generate random samples from the probability distribution.

source code

Inherited from AbstractDensity: __call__, __getitem__, __setitem__, __str__, estimate, evaluate, get_params, set_params

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __new__, __reduce__, __reduce_ex__, __repr__, __setattr__, __sizeof__, __subclasshook__