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@renaud
Created May 21, 2014 21:29
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Digamma (psi) function, since Octave does not implement it yet
function y = psi(x)
%DIGAMMA Digamma function.
% DIGAMMA(X) returns digamma(x) = d log(gamma(x)) / dx
% If X is a matrix, returns the digamma function evaluated at each element.
% Reference:
%
% J Bernardo,
% Psi ( Digamma ) Function,
% Algorithm AS 103,
% Applied Statistics,
% Volume 25, Number 3, pages 315-317, 1976.
%
% From http://www.psc.edu/~burkardt/src/dirichlet/dirichlet.f
large = 9.5;
d1 = -0.5772156649015328606065121; % digamma(1)
d2 = pi^2/6;
small = 1e-6;
s3 = 1/12;
s4 = 1/120;
s5 = 1/252;
s6 = 1/240;
s7 = 1/132;
s8 = 691/32760;
s9 = 1/12;
s10 = 3617/8160;
% Initialize
y = zeros(size(x));
% illegal arguments
i = find(x == -Inf | isnan(x));
if ~isempty(i)
x(i) = NaN;
y(i) = NaN;
end
% Negative values
i = find(x < 0);
if ~isempty(i)
% Use the reflection formula (Jeffrey 11.1.6):
% digamma(-x) = digamma(x+1) + pi*cot(pi*x)
y(i) = digamma(-x(i)+1) + pi*cot(-pi*x(i));
% This is related to the identity
% digamma(-x) = digamma(x+1) - digamma(z) + digamma(1-z)
% where z is the fractional part of x
% For example:
% digamma(-3.1) = 1/3.1 + 1/2.1 + 1/1.1 + 1/0.1 + digamma(1-0.1)
% = digamma(4.1) - digamma(0.1) + digamma(1-0.1)
% Then we use
% digamma(1-z) - digamma(z) = pi*cot(pi*z)
end
i = find(x == 0);
if ~isempty(i)
y(i) = -Inf;
end
% Use approximation if argument <= small.
i = find(x > 0 & x <= small);
if ~isempty(i)
y(i) = y(i) + d1 - 1 ./ x(i) + d2*x(i);
end
% Reduce to digamma(X + N) where (X + N) >= large.
while(1)
i = find(x > small & x < large);
if isempty(i)
break
end
y(i) = y(i) - 1 ./ x(i);
x(i) = x(i) + 1;
end
% Use de Moivre's expansion if argument >= large.
% In maple: asympt(Psi(x), x);
i = find(x >= large);
if ~isempty(i)
r = 1 ./ x(i);
y(i) = y(i) + log(x(i)) - 0.5 * r;
r = r .* r;
y(i) = y(i) - r .* ( s3 - r .* ( s4 - r .* (s5 - r .* (s6 - r .* s7))));
end
@olethrosdc
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Thanks! I think octave-forge implements it through gsl.

@bagustris
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It is already in specfun package, however it didn't updated since 2011.

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