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#: ../../source/reference/tensor/generated/mars.tensor.random.noncentral_chisquare.rst:2
msgid "mars.tensor.random.noncentral\\_chisquare"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:1 of
msgid "Draw samples from a noncentral chi-square distribution."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:3 of
msgid ""
"The noncentral :math:`\\chi^2` distribution is a generalisation of the "
":math:`\\chi^2` distribution."
msgstr ""

#: mars.tensor.random.noncentral_chisquare of
msgid "Parameters"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:6 of
msgid "Degrees of freedom, should be > 0."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:8 of
msgid "Non-centrality, should be non-negative."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:10 of
msgid ""
"Output shape.  If the given shape is, e.g., ``(m, n, k)``, then ``m * n *"
" k`` samples are drawn.  If size is ``None`` (default), a single value is"
" returned if ``df`` and ``nonc`` are both scalars. Otherwise, "
"``mt.broadcast(df, nonc).size`` samples are drawn."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:15 of
msgid "Desired chunk size on each dimension"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:17 of
msgid "Allocate the tensor on GPU if True, False as default"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:19 of
msgid "Data-type of the returned tensor."
msgstr ""

#: mars.tensor.random.noncentral_chisquare of
msgid "Returns"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:22 of
msgid ""
"**out** -- Drawn samples from the parameterized noncentral chi-square "
"distribution."
msgstr ""

#: mars.tensor.random.noncentral_chisquare of
msgid "Return type"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:26 of
msgid "Notes"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:27 of
msgid ""
"The probability density function for the noncentral Chi-square "
"distribution is"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:30 of
msgid ""
"P(x;df,nonc) = \\sum^{\\infty}_{i=0} \\frac{e^{-nonc/2}(nonc/2)^{i}}{i!} "
"\\P_{Y_{df+2i}}(x),"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:34 of
msgid "where :math:`Y_{q}` is the Chi-square with q degrees of freedom."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:36 of
msgid ""
"In Delhi (2007), it is noted that the noncentral chi-square is useful in "
"bombing and coverage problems, the probability of killing the point "
"target given by the noncentral chi-squared distribution."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:42 of
msgid "References"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:43 of
msgid ""
"Delhi, M.S. Holla, \"On a noncentral chi-square distribution in the "
"analysis of weapon systems effectiveness\", Metrika, Volume 15, Number 1 "
"/ December, 1970."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:46 of
msgid ""
"Wikipedia, \"Noncentral chi-square distribution\" "
"http://en.wikipedia.org/wiki/Noncentral_chi-square_distribution"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:50 of
msgid "Examples"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:51 of
msgid "Draw values from the distribution and plot the histogram"
msgstr ""

#: mars.tensor.random.noncentral_chisquare:59 of
msgid ""
"Draw values from a noncentral chisquare with very small noncentrality, "
"and compare to a chisquare."
msgstr ""

#: mars.tensor.random.noncentral_chisquare:70 of
msgid ""
"Demonstrate how large values of non-centrality lead to a more symmetric "
"distribution."
msgstr ""

