Biogeme: Python Library  2.5
Public Member Functions | Public Attributes | List of all members
bio_expression.bioNormalPdf Class Reference

Class representing the probability density function of a standardized normally distributed random variable. More...

Inheritance diagram for bio_expression.bioNormalPdf:
bio_expression.Expression

Public Member Functions

def __init__ (self, term)
 
def getExpression (self)
 
- Public Member Functions inherited from bio_expression.Expression
def __init__ (self)
 Constructor.
 
def getExpression (self)
 
def getID (self)
 
def __str__ (self)
 
def __neg__ (self)
 
def __add__ (self, expression)
 
def __radd__ (self, expression)
 
def __sub__ (self, expression)
 
def __rsub__ (self, expression)
 
def __mul__ (self, expression)
 
def __rmul__ (self, expression)
 
def __div__ (self, expression)
 
def __rdiv__ (self, expression)
 
def __truediv__ (self, expression)
 Support for Python version 3.x. More...
 
def __rtruediv__ (self, expression)
 Support for Python version 3.x. More...
 
def __mod__ (self, expression)
 
def __pow__ (self, expression)
 
def __rpow__ (self, expression)
 
def __and__ (self, expression)
 
def __or__ (self, expression)
 
def __eq__ (self, expression)
 
def __ne__ (self, expression)
 
def __le__ (self, expression)
 
def __ge__ (self, expression)
 
def __lt__ (self, expression)
 
def __gt__ (self, expression)
 

Public Attributes

 function
 
 operatorIndex
 
- Public Attributes inherited from bio_expression.Expression
 operatorIndex
 

Detailed Description

Class representing the probability density function of a standardized normally distributed random variable.

The pdf of the normal distribution is

\[ \mbox{bioNormalPdf}(x) = \frac{1}{\sqrt{2\pi}}e^{-t^2/2}. \]

The computation of a normal mixture of logit models is performed using the following syntax, where condprob is the conditional (logit) choice probability:

1 omega = RandomVariable('omega')
2 density = bioNormalPdf(omega)
3 result = Integrate(condprob * density,'omega')

Definition at line 840 of file bio_expression.py.

Constructor & Destructor Documentation

def bio_expression.bioNormalPdf.__init__ (   self,
  term 
)
Parameters
terman expression providing the value of the argument of the pdf

Definition at line 842 of file bio_expression.py.


The documentation for this class was generated from the following file:
Copyright 2016 Michel Bierlaire