Python gaussian_kde Examples

Example #1

def sigma_plateau(dratio, cov=.01):
    k = gaussian_kde(dratio, cov)
    result = asscalar(k(0)) * 2
    return result / sqrt(2 * pi)

Example #2

File: dratio.py Project: dlaw/psf

def sigma_plateau(dratio, cov=.01):
    k = gaussian_kde(dratio, cov)
    result = asscalar(k(0)) * 2
    return result / sqrt(2*pi)

Example #3

def sigma_peak(dratio, guess=1., cov=.0004):
    k = gaussian_kde(dratio, cov)
    peak = asscalar(fmin(lambda x: -k(x), guess, disp=0))
    return 1 / erfinv(peak) / sqrt(8)

Example #4

File: dratio.py Project: dlaw/psf

def sigma_peak(dratio, guess=1., cov=.0004):
    k = gaussian_kde(dratio, cov)
    peak = asscalar(fmin(lambda x: -k(x), guess, disp=0))
    return 1 / erfinv(peak) / sqrt(8)