A brief review of derivations of the density function of the non-central chi-square is given. Another geometrical derivation based upon the properties of spherical coordinates is then presented. The method of proof requires very little knowledge of n-dimensional geometry and does not presume that the central chi-square distribution is available.
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William C. Guenther (1964) studied this question.
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