| Name : R-tdigest
| |
| Version : 0.4.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.1
| Date : 2024-06-20 10:49:06
|
| Group : Development/Libraries/Other
| Source RPM : R-tdigest-0.4.2-lp153.1.1.src.rpm
|
| Size : 0.07 MB
| |
| Packager : (none)
| |
| Summary : Wicked Fast, Accurate Quantiles Using t-Digests
|
Description :
The t-Digest construction algorithm, by Dunning et al., (2019)
< doi:10.48550/arXiv.1902.04023>, uses a variant of 1-dimensional
k-means clustering to produce a very compact data structure that allows
accurate estimation of quantiles. This t-Digest data structure can be
used to estimate quantiles, compute other rank statistics or even to
estimate related measures like trimmed means. The advantage of the
t-Digest over previous digests for this purpose is that the t-Digest
handles data with full floating point resolution. The accuracy of
quantile estimates produced by t-Digests can be orders of magnitude
more accurate than those produced by previous digest algorithms.
Methods are provided to create and update t-Digests and retrieve
quantiles from the accumulated distributions.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
