Zoltan Szabo avatar Zoltan Szabo committed 14141a1

multivariate version of Hoeffding's Phi: added; v0.11 uploaded.

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Files changed (192)

+v0.11 (Oct 20, 2012):
+-multivariate version of the Hoeffding's Phi estimator: added (see 'IHoeffding_initialization.m', 'IHoeffding_estimation.m').
+-ITE_install.m: updated to perform only the 'compiled' quick tests. I am a greedy user;) See #1.
+
+v0.1 (Oct 10, 2012): initial release.
 - multi-platform (tested extensively on Windows and Linux),
 - free and open source (released under the GNU GPLv3(>=) license).
 
-ITE can estimate Shannon-, Rényi entropy; generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon-, L2-, Rényi-, Tsallis mutual information, copula-based kernel dependency; complex variants of entropy and mutual information; L2-, Rényi-, Tsallis divergence, maximum mean discrepancy, and J-distance.
+ITE can estimate Shannon-, Rényi entropy; generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon-, L2-, Rényi-, Tsallis mutual information, copula-based kernel dependency, multivariate version of Hoeffding's Phi; complex variants of entropy and mutual information; L2-, Rényi-, Tsallis divergence, maximum mean discrepancy, and J-distance.
 
 ITE offers solution methods for 
 

code/H_I_D/D_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/D_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/H_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/H_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/I_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/I_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DL2_kNN_k_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DL2_kNN_k_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DMMDonline_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DMMDonline_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DRenyi_kNN_k_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DRenyi_kNN_k_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DTsallis_kNN_k_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/DTsallis_kNN_k_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_GSF_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_GSF_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_MST_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_MST_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_1tok_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_1tok_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_S_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_S_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_k_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_kNN_k_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_weightedkNN_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HRenyi_weightedkNN_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HShannon_kNN_k_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/HShannon_kNN_k_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IGV_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IHSIC_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IHSIC_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IHoeffding_estimation.m

+function [I] = IHoeffding_estimation(Y,ds,co)
+%Estimates mutual information (I) using the multivariate version of Hoeffding's Phi. 
+%
+%INPUT:
+%   Y: Y(:,t) t^th sample.
+%  ds: subspace dimensions.
+%  co: initialized mutual information estimator object.
+%REFERENCE:
+%   Sandra Gaiser, Martin Ruppert, Friedrich Schmid. A multivariate version of Hoeffding's Phi-Square. Journal of Multivariate Analysis. 101 (2010) 2571-2586.
+%
+%Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
+%
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
+%
+%ITE 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.
+%
+%This software 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 ITE. If not, see <http://www.gnu.org/licenses/>.
+
+if one_dimensional_problem(ds)
+    [d,num_of_samples] = size(Y);
+    U = copula_transformation(Y);
+
+    %term1:
+        cumsumMi = 1 - bsxfun(@max,U(1,:).',U(1,:));
+        for i = 2 : d
+            cumsumMi = cumsumMi .* (1 - bsxfun(@max,U(i,:).',U(i,:)));
+        end
+        term1 = sum(sum(cumsumMi)) / num_of_samples^2;
+    %term2:
+        if co.small_sample_adjustment
+            term2 = -2 * sum(prod(1-U.^2-(1-U)/num_of_samples,1)) / (num_of_samples * 2^d);
+        else
+            term2 = -2 * sum(prod(1-U.^2,1)) / (num_of_samples * 2^d);
+        end
+    %term3:    
+        if co.small_sample_adjustment
+            term3 = ( (num_of_samples-1) * (2*num_of_samples-1) / (3*2*num_of_samples^2) )^d;
+        else
+            term3 = 1/3^d;
+        end
+    %I:
+        I = term1 + term2 + term3;        
+    
+    if co.mult%multiplicative constant, if needed
+        if co.small_sample_adjustment
+            t1 = sum((1 - [1:num_of_samples-1]/num_of_samples).^d .* (2*[1:num_of_samples-1]-1)) / num_of_samples^2;
+            t2 = -2 * sum( ( (num_of_samples * (num_of_samples-1) - [1:num_of_samples] .* ([1:num_of_samples]-1)) / (2*num_of_samples^2) ).^d ) / num_of_samples;
+            t3 = term3;
+            inv_hd = t1 + t2 + t3;%1/h(d,n)
+        else
+            inv_hd = 2/((d+1)*(d+2)) - factorial(d)/(2^d*prod([0:d]+1/2)) + 1/3^d;%1/h(d)
+        end
+        I = I / inv_hd;
+    end
+	I = sqrt(abs(I));
+else
+    disp('Error: the subspaces must be one-dimensional for this estimator.');
+end

code/H_I_D/base_estimators/IHoeffding_initialization.m

+function [co] = IHoeffding_initialization(mult)
+%Initialization of the multivariate version of Hoeffding's Phi mutual information estimator.
+%
+%Note:
+%   1)The estimator is treated as a cost object (co).
+%   2)We make use of the naming convention 'I<name>_initialization', to ease embedding new mutual information estimation methods.
+%
+%INPUT:
+%   mult: is a multiplicative constant relevant (needed) in the estimation; '=1' means yes, '=0' no.
+%OUTPUT:
+%   co: cost object (structure).
+%
+%Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
+%
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
+%
+%ITE 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.
+%
+%This software 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 ITE. If not, see <http://www.gnu.org/licenses/>.
+
+%mandatory fields:
+    co.name = 'Hoeffding';
+    co.mult = mult;
+    
+%other fields:    
+    co.small_sample_adjustment = 1;%1:apply, 0:do not apply small sample adjustment

code/H_I_D/base_estimators/IKCCA_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IKCCA_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IKGV_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/base_estimators/IKGV_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/co_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/DJdistance_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/DJdistance_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/HRPensemble_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/HRPensemble_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Hcomplex_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Hcomplex_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Hensemble_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Hensemble_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IL2_DL2_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IL2_DL2_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IMMD_DMMD_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IMMD_DMMD_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IRenyi_DRenyi_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IRenyi_DRenyi_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IRenyi_HRenyi_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IRenyi_HRenyi_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IShannon_HShannon_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/IShannon_HShannon_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/ITsallis_DTsallis_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/ITsallis_DTsallis_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Icomplex_estimation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/meta_estimators/Icomplex_initialization.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/IGV_similarity_matrix.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/I_similarity_matrix.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/ann_octave.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/compute_MST.m

 
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/copula_transformation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/div_sample_generation.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/estimate_Dalpha.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/H_I_D/utilities/kNN_squared_distances.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces_2D_binary.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces_2D_histogram.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces_2D_trajectory.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces_3D_binary.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/plot_subspaces_3D_trajectory.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_3D_geom.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_ABC.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_Aw.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_GreekABC.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_Durer.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_Fern.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_Koch.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_Sierpinski.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_christmas_tree.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_IFS_iteration.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_all_k_independent.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_alphabet.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_ikeda.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_lorenz.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_mosaic.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_geom.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_geom_Lshape.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_geom_skeleton_of_square.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_geom_sphere_surface.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_geom_star.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/datasets/sample_subspaces_multiD_spherical.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_ARX_IPA_parameters.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_AR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_ISA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_MA_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_complex_ISA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_fAR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/data_generation/models/generate_mAR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_ARX_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_AR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_ISA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_MA_IPA_LPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_PNL_ISA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_complex_ISA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_complex_ISA_C.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_fAR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_mAR_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_uMA_IPA_LPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/demo_uMA_IPA_TCC.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/estimate_AR.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/estimate_ARX.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.

code/IPA/demos/estimate_ARX_IPA.m

 %
 %Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
 %
-%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
+%This file is part of the ITE (Information Theoretical Estimators) Matlab/Octave toolbox.
 %
 %ITE 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.