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authorziejd22017-09-28 15:04:40 -0500
committerziejd22017-09-28 15:04:40 -0500
commit8070dc963753142bb86c4ed698d91fd623ed28e7 (patch)
treed0f6dd8fc46a49b819aa55c1a90faa14d8448883 /sourcecodes/bnt-master/KPMstats/chisquared_prob.m
parent7cc31810d53176e805532b2789955f4eedbce6bb (diff)
downloadBNW-8070dc963753142bb86c4ed698d91fd623ed28e7.tar.gz
BNW using Octave instead of Matlab.
This version of BNW should perform the same as the original version. The only difference is that it uses Octave instead of Matlab when running BayesNet Toolbox during parameter learning.

I am calling this BNW_1.02. It can be accessed at:
compbio.uthsc.edu/BNW_1.02
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+function P = chisquared_prob(X2,v)
+%CHISQUARED_PROB computes the chi-squared probability function.
+%   P = CHISQUARED_PROB( X2, v ) returns P(X2|v), the probability
+%   of observing a chi-squared value <= X2 with v degrees of freedom.
+%   This is the probability that the sum of squares of v unit-variance
+%   normally-distributed random variables is <= X2.
+%   X2 and v may be matrices of the same size size, or either 
+%   may be a scalar.
+%   
+%   e.g., CHISQUARED_PROB(5.99,2) returns 0.9500, verifying the
+%   95% confidence bound for 2 degrees of freedom. This is also
+%   cross-checked in, e.g., Abramowitz & Stegun Table 26.8
+%
+%   See also CHISQUARED_TABLE
+%
+%Peter R. Shaw, WHOI
+
+% References: Press et al., Numerical Recipes, Cambridge, 1986;
+% Abramowitz & Stegun, Handbook of Mathematical Functions, Dover, 1972.
+
+% Peter R. Shaw, Woods Hole Oceanographic Institution
+% Woods Hole, MA 02543
+% (508) 457-2000 ext. 2473  pshaw@whoi.edu
+% March, 1990; fixed Oct 1992 for version 4
+
+% Computed using the Incomplete Gamma function,
+% as given by Press et al. (Recipes) eq. (6.2.17)
+
+% Following nonsense is necessary from Matlab version 3 -> version 4
+versn_str=version; eval(['versn=' versn_str(1) ';']);
+if versn<=3, %sigh
+ P = gamma(v/2, X2/2);
+else
+ P = gammainc(X2/2, v/2);
+end