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 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;