/**
  * Returns the value of log gamma(x) for x > 0.
  */
 public static function logGamma($x)
 {
     $ret;
     $half_log_2_pi = 0.5 * log(2.0 * M_PI);
     $lanczos_g = 607.0 / 128.0;
     if (is_nan($x) || $x <= 0.0) {
         $ret = NAN;
     } else {
         if ($x < 0.5) {
             return Statistics::logGamma1p($x) - log($x);
         } else {
             if ($x <= 2.5) {
                 return Statistics::logGamma1p($x - 0.5 - 0.5);
             } else {
                 if ($x <= 8.0) {
                     $n = intval(floor($x - 1.5));
                     $prod = 1.0;
                     for ($i = 1; $i <= $n; $i++) {
                         $prod = $prod * (x - $i);
                     }
                     return Statistics::logGamma1p($x - ($n + 1)) + log($prod);
                 } else {
                     $sum = Statistics::lanczos($x);
                     $tmp = $x + $lanczos_g + 0.5;
                     $ret = ($x + 0.5) * log($tmp) - $tmp + $half_log_2_pi + log($sum / $x);
                 }
             }
         }
     }
     return $ret;
 }
        notify('InverseCumulativeProbabilty out of range', $ex1, $ex1);
    }
    notify('InvGamma1pm1', 0.12837916709551, Statistics::invGamma1pm1(0.5));
    try {
        Statistics::invGamma1pm1(-2.5);
        notify('InvGamma1pm1 too small', "Exception thrown", "Ok");
    } catch (Exception $ex1) {
        notify('InvGamma1pm1 too small', $ex1, $ex1);
    }
    try {
        Statistics::invGamma1pm1(2.5);
        notify('InvGamma1pm1 too large', "Exception thrown", "Ok");
    } catch (Exception $ex1) {
        notify('InvGamma1pm1 too large', $ex1, $ex1);
    }
    notify('Lanczos', 19.194552097849, Statistics::lanczos(0.5));
    notify('LogGamma', 0.5723649429247, Statistics::logGamma(0.5));
    notify('RegularizedGammaP', 0.77932863808015, Statistics::regularizedGammaP(0.5, 0.75, 1.0E-15, 10000));
    notify('RegularizedGammaQ', 0.061368829139402, Statistics::regularizedGammaQ(0.5, 1.75, 1.0E-15, 10000));
    // Global test
    $rtgm->calculate();
    notify('Get risk coefficient', $riskCoeff, $rtgm->riskCoeff);
    notify('Get rtgm iter', $rtgmIters, $rtgm->rtgmIters);
    notify('Get risk iter', $riskIters, $rtgm->riskIters);
    printf("\nriskCoeff: %s\n", $rtgm->riskCoeff);
    printf("rtgmIters: [%s]\n", implode(', ', $rtgm->rtgmIters));
    printf("riskIters: [%s]\n", implode(', ', $rtgm->riskIters));
} catch (Exception $e) {
    print $e->getMessage() . "\n";
}
exit($exit_code);