butools.trace.MarginalMomentsFromWeightedTrace¶

butools.trace.MarginalMomentsFromWeightedTrace()¶

Matlab:	moms = MarginalMomentsFromWeightedTrace(trace, weights, K)
Mathematica:	moms = MarginalMomentsFromWeightedTrace[trace, weights, K]
Python/Numpy:	moms = MarginalMomentsFromWeightedTrace(trace, weights, K)

Returns the marginal moments of a trace consisting of weighted data.

Parameters:	trace : vector of doubles The trace data weights : vector of doubles The weights corresponding to the trace data K : int The number of moments to compute
Returns:	moms : vector of doubles The (raw) moments of the weighted trace

Examples

For Matlab:

>>> wtrace = [0.12, 1.23, 0.546, 0.6765, 1.34, 2.34];
>>> weights = [12., 1., 34., 23., 8., 2.];
>>> moms = MarginalMomentsFromWeightedTrace(wtrace, weights, 3);
>>> disp(moms);
      0.65242       0.5958      0.74264

For Mathematica:

>>> wtrace = {0.12, 1.23, 0.546, 0.6765, 1.34, 2.34};
>>> weights = {12., 1., 34., 23., 8., 2.};
>>> moms = MarginalMomentsFromWeightedTrace[wtrace, weights, 3];
>>> Print[moms];
{0.65241875, 0.595795571875, 0.7426413575984375}

For Python/Numpy:

>>> wtrace = [0.12, 1.23, 0.546, 0.6765, 1.34, 2.34]
>>> weights = [12., 1., 34., 23., 8., 2.]
>>> moms = MarginalMomentsFromWeightedTrace(wtrace, weights, 3)
>>> print(moms)
[0.65241875000000005, 0.59579557187499999, 0.74264135759843752]