6.5.1.2.3. statsmodels.sandbox.nonparametric.densityorthopoly.F2Poly¶
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class
statsmodels.sandbox.nonparametric.densityorthopoly.
F2Poly
(order)[source]¶ Orthogonal (for weight=1) Fourier Polynomial on [0,pi]
is orthogonal but first component doesn’t square-integrate to 1 final result seems to need a correction factor of sqrt(pi) _corfactor = sqrt(pi) from integrating the density
Parameterization on [0, pi] from
Peter Hall, Cross-Validation and the Smoothing of Orthogonal Series Density Estimators, JOURNAL OF MULTIVARIATE ANALYSIS 21, 189-206 (1987)