double code(double x, double y, double z, double t) {
return ((double) (((double) (((double) (((double) (x - 1.0)) * ((double) log(y)))) + ((double) (((double) (z - 1.0)) * ((double) log(((double) (1.0 - y)))))))) - t));
}
double code(double x, double y, double z, double t) {
return ((double) (((double) (((double) (((double) (x - 1.0)) * ((double) log(y)))) + ((double) (((double) (z - 1.0)) * ((double) (((double) log(1.0)) + ((double) (((double) (((double) (((double) (y / 1.0)) * ((double) (y / 1.0)))) * -0.5)) - ((double) (1.0 * y)))))))))) - t));
}



Bits error versus x



Bits error versus y



Bits error versus z



Bits error versus t
Results
Initial program 7.4
Taylor expanded around 0 0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2020191
(FPCore (x y z t)
:name "Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2"
:precision binary64
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (log (- 1.0 y)))) t))