| Name : R-probhat
| |
| Version : 0.4.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.12
| Date : 2024-06-14 11:45:20
|
| Group : Development/Libraries/Other
| Source RPM : R-probhat-0.4.1-lp153.1.12.src.rpm
|
| Size : 1.35 MB
| |
| Packager : (none)
| |
| Summary : Multivariate Generalized Kernel Smoothing and Related Statistical Methods
|
Description :
Probability mass functions (PMFs), probability density functions
(PDFs), cumulative distribution functions (CDFs) and quantile
functions, mainly via (optionally bounded/truncated) kernel smoothing.
In the continuous case, there\'s support for univariate, multivariate
and conditional distributions, including distributions that are both
multivariate and conditional. Refer to the book \"Kernel Smoothing\" by
Wand and Jones (1995), whose methods are generalized by the methods
here. Also, supports categorical distributions, mixed conditional
distributions (with mixed input types) and smooth empirical-like
distributions, some of which, can be used for statistical
classification. There are extensions for computing distance matrices
(between distributions), multivariate probabilities, multivariate
random numbers, moment-based statistics and mode estimates.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
