Probability of Exceedance Normal Independent (pr_pen_ni)

Probability of Exceedance Normal Independent. Probability that Linear Loss  exceeds some fixed threshold  for the Loss with independent normally distributed random coefficients.

 

Syntax

pr_pen_ni(w, matrix_mn,matrix_vr)

short call;

pr_pen_ni_name(w, matrix_mn,matrix_vr)

call with optional name.

 
Parameters

       is a threshold value.

matrix_mn        is a PSG matrix of mean values of coefficients of Loss function:

 

where the header row contains names of variables. The second row contains numerical data.

 

matrix_vr        is a PSG matrix of variance values of coefficients of Loss function:

 

where the header row contains names of variables. The second row contains numerical data.

 

 

 

Mathematical Definition

Probability of Exceedance Normal Independent  is calculated as follows:

;

where

       is a vector of random coefficients for Loss Function;

       is average of Loss Function;

       is standard deviation of Loss Function;

is a Loss Function (See section Loss and Gain Functions);

       is standard normal distribution;

is an argument of function.

 

Example

Calculation in Run-File Environment
Calculation in MATLAB Environment

 

See also

Probability Group, Probability of Exceedance for Gain Normal Independent.