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% NaN-tb - A statistical toolbox for the use with Matlab and Octave.
% Version 1.52 02-Oct-2003
%
% Copyright (C) 1996-2003 by Alois Schloegl <a.schloegl@ieee.org>
% WWW: http://www.dpmi.tu-graz.ac.at/~schloegl/matlab/NaN/
% $Revision: 1.13 $
% $Id: contents.m,v 1.13 2003/06/24 19:22:37 schloegl Exp $
%
% LICENSE:
% This program 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 2 of the License, or
% (at your option) any later version.
%
% This program 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 this program; if not, write to the Free Software
% Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
%
%
% FEATURES of the NaN-tb:
% -----------------------
% - implements statistical tools
% - NaN's are treated as missing values
% - less but more powerful functions (no nan-FUN needed)
% - fixes known bugs
% - compatible to Matlab and Octave
% - easy to use
% - supports DIM argument
% - supports unbiased estimation;
% - The toolbox was tested with
% Matlab 5.2, 5.3, 6.1, 6.5 and Octave 2.0.14, 2.0.16.92, 2.1.35-40, 2.1.50
%
%
% Currently are implemented:
% --------------------------
% SUMSKIPNAN SUM is a built-in function and cannot not be replaced,
% For this reason, a different name (than SUM) had to be chosen.
% SUMSKIPNAN is central, it implements skipping NaN's, the
% DIM-argument and returns the number of valid elements, too.
% MEAN mean (options: arithmetic, geometric, harmonic)
% SEM standard error of the mean (does not depend on distribution)
% VAR variance
% STD standard deviation
% MEDIAN median (currently only for 2-dim matrices)
% MEANSQ mean square
% RMS root mean square
% STATISTIC estimates various statistics at once
% MOMENT moment
% SKEWNESS skewness
% KURTOSIS excess
% MAD mean absolute deviation
% CENTER removes mean
% ZSCORE normalizes x with z = (x-mean)/std
% HARMMEAN harmonic mean
% GEOMEAN geometric mean
% NANTEST checks whether all functions have been replaced
% DETREND detrending of data with missing values and non-equidistant sampled data
% COVM covariance estimation (several modes)
% COR correlation matrix
% CORRCOEF correlation coefficient, inluding rank correlation,
% significance test and confidence intervals
% SPEARMAN, RANKCORR spearman's rank correlation coefficient. They might be replaced by CORRCOEF.
% COV covariance matrix
% RANKS calculates ranks for non-parametric statistics
% TRIMEAN trimean
% QUANTILE q-th quantile
% PERCENTILE p-th percentile
% NORMPDF normal probability distribution
% NORMCDF normal cumulative distribution
% NORMINV inverse of the normal cumulative distribution
% TPDF student probability distribution
% TCDF student cumulative distribution
% TINV inverse of the student cumulative distribution
% NANSUM, NANSTD fixes for buggy versions included
%
%
% REFERENCE(S):
% ----------------------------------
% [1] http://www.itl.nist.gov/
% [2] http://mathworld.wolfram.com/
%
% See also: README.TXT
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