32 Statistical Topics
Table 32.1 summarizes the S3 generic functions for statistical functionalities implemented in these packages and/or covered in this Quarto book, and where to find them.
| Statistical Topic | S3 Generic Function |
Where to Find in Appendix |
|---|---|---|
| aggregation | stats::aggregate() |
of vectorlist (Section 27.4), of hyperframe (Section 17.5) |
aggregation of marks |
aggregate_marks() |
of ppp.object (Section 23.8), of ppplist (Section 24.4), of hyperframe (Section 17.6) |
append to (existing) marks |
`append_marks<-`() |
of ppp.object (Section 23.10) |
batch process on eligible marks |
Emark_(), Vmark_(), etc. |
of ppp.object (Section 23.15), of ppplist (Section 24.7), of hyperframe (Section 17.13) |
| global envelope test | 🚧 | of ppp.object (Section 23.14), of ppplist (🚧), of hyperframe (🚧) |
| interpolation | approxfun.*(), splinefun.*() |
of fv.object (Section 13.4) |
kernel density (Becker, Chambers, and Wilks 1988) of numeric-marks |
density_marks() |
of ppp.object (Section 23.4), of ppplist (Section 24.1) |
| kernel density estimates | kerndens() |
of numeric vector and of ppp.object (Section 23.5), of ppplist (Section 24.2), of anylist (Section 11.1), of hyperframe (Section 17.3) |
| \(k\)-means clustering (Hartigan and Wong 1979) | .kmeans() |
of ppp.object (Section 23.12), of ppplist (Section 24.6), of hyperframe (Section 17.12) |
| \(k\)-means clustering, split by | .kmeans() |> split() |
of ppp.object (Section 23.12.2), of ppplist (Section 24.6.2), of hyperframe (Section 17.12.2) |
Math groupGeneric of numeric-marks |
methods::Math() |
of ppp.object (Section 23.3) |
| quantile | stats::quantile() |
of ppp.object (Section 23.6), of ppplist (Section 24.3), of anylist (Section 11.2), of hyperframe (Section 17.4) |
| \(r_\text{max}\), default | .rmax() |
of ppp.object (Section 23.11), of fv.object (Section 13.2), of ppplist (Section 24.5), of hyperframe (Section 17.9) |
| \(r_\text{max}\), legal | of fv.object (Section 13.3), of fvlist (Section 14.3, Section 17.10) |
|
\(r_\text{max}\), replace with theo |
.illegal2theo(), .disrecommend2theo() |
of fv.object (Section 13.3.1), of fvlist (Section 14.4), of hyperframe (Section 17.11) |
| split | base::split() |
of anylist (Section 11.3) |
| superimpose | spatstat.geom::superimpose() |
of hyperframe (Section 17.8) |
| Tjøstheim (1978)’s coefficient, pairwise | pairwise_cor_spatial() |
of ppp.object (Section 23.13) |
| trapezoidal integration | trapz.*(), cumtrapz.*() |
general theory (Chapter 9) |
| trapezoidal integration, average vertical height | vtrapz(), cumvtrapz(), visualize_vtrapz() |
general theory (Section 9.1), of fv.object (Figure 9.1) |