| Name : R-MRReg
| |
| Version : 0.1.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.14.1
| Date : 2024-07-04 11:50:13
|
| Group : Development/Libraries/Other
| Source RPM : R-MRReg-0.1.5-lp153.14.1.src.rpm
|
| Size : 0.10 MB
| |
| Packager : (none)
| |
| Summary : MDL Multiresolution Linear Regression Framework
|
Description :
We provide the framework to analyze multiresolution partitions (e.g.
country, provinces, subdistrict) where each individual data point
belongs to only one partition in each layer (e.g. i belongs to
subdistrict A, province P, and country Q). We assume that a partition
in a higher layer subsumes lower-layer partitions (e.g. a nation is at
the 1st layer subsumes all provinces at the 2nd layer). Given N
individuals that have a pair of real values (x,y) that generated from
independent variable X and dependent variable Y. Each individual i
belongs to one partition per layer. Our goal is to find which
partitions at which highest level that all individuals in the these
partitions share the same linear model Y=f(X) where f is a linear
function. The framework deploys the Minimum Description Length
principle (MDL) to infer solutions. The publication of this package is
at Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon
Plangprasopchok, and Suttipong Thajchayapong (2021)
< doi:10.1145/3424670>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
