Property
NumCosmoMathStatsDist:auto-kernel
Description [src]
Whether the kernel is chosen together with the over-smooth factor, by the same
objective. It applies to every NcmStatsDist:CV-type except
NCM_STATS_DIST_CV_NONE, which fits nothing. The kernel must be the
NcmStatsDistKernelST the object was built with; any other kernel aborts at
prepare. Its degrees of freedom $\nu$ are fitted in place, jointly with the
over-smooth factor, over $\nu \in [\nu_\mathrm{min}, 10^4]$, with
$\nu_\mathrm{min} = 2.5$ when NcmStatsDist:center-shrink is set and $1$
otherwise. At $\nu = 10^4$ the log-density differs from the Gaussian kernel’s by
about $[(\chi^2 - d)^2 - 2d] / (4\nu)$: over the central 99.8% of $\chi^2$, from
$2 \times 10^{-3}$ at $d = 1$ to $6 \times 10^{-2}$ at $d = 100$. Default: FALSE.
Type:gboolean
| Default value | FALSE |
| Getter method | ncm_stats_dist_get_auto_kernel() |
| Setter method | ncm_stats_dist_set_auto_kernel() |