This function generates a random binary variable with the input of a continuous
variable x
from a quadratic logistic relation.
The probability of being 1 is calculated from the input x
from a
quadratic logistic relation with four predefined parameters A
,
B
, C
and D
. Then a random generator
generates the output, which should be a binary variable.
function logit1DQuadratic extends Modelica.Icons.Function; input Real x "Continous variable"; input Real A = 1.0 "Parameter defining the quadratic logistic relation"; input Real B = 1.0 "Parameter defining the quadratic logistic relation"; input Real C = 1.0 "Parameter defining the quadratic logistic relation"; input Real D = 1.0 "Parameter defining the quadratic logistic relation"; input Integer globalSeed "Seed for the random number generator"; output Boolean y "Binary variable"; end logit1DQuadratic;