view scripts/signal/hurst.m @ 29359:7854d5752dd2

maint: merge stable to default.
author John W. Eaton <jwe@octave.org>
date Wed, 10 Feb 2021 10:10:40 -0500
parents de5f2f9a64ff 0a5b15007766
children 796f54d4ddbf
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########################################################################
##
## Copyright (C) 1995-2021 The Octave Project Developers
##
## See the file COPYRIGHT.md in the top-level directory of this
## distribution or <https://octave.org/copyright/>.
##
## This file is part of Octave.
##
## Octave is free software: you can redistribute it and/or modify it
## under the terms of the GNU General Public License as published by
## the Free Software Foundation, either version 3 of the License, or
## (at your option) any later version.
##
## Octave is distributed in the hope that it will be useful, but
## WITHOUT ANY WARRANTY; without even the implied warranty of
## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
## GNU General Public License for more details.
##
## You should have received a copy of the GNU General Public License
## along with Octave; see the file COPYING.  If not, see
## <https://www.gnu.org/licenses/>.
##
########################################################################

## -*- texinfo -*-
## @deftypefn {} {} hurst (@var{x})
## Estimate the Hurst parameter of sample @var{x} via the rescaled range
## statistic.
##
## If @var{x} is a matrix, the parameter is estimated for every column.
## @end deftypefn

function H = hurst (x)

  if (nargin < 1)
    print_usage ();
  endif

  if (isscalar (x))
    error ("hurst: X must not be a scalar");
  elseif (isvector (x))
    x = reshape (x, length (x), 1);
  endif

  [xr, xc] = size (x);

  s = std (x);
  w = cumsum (x - mean (x));
  RS = (max (w) - min (w)) ./ s;
  H = log (RS) / log (xr);

endfunction