| Name : R-rpms
| |
| Version : 0.5.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.16
| Date : 2024-09-12 10:44:19
|
| Group : Development/Libraries/Other
| Source RPM : R-rpms-0.5.1-lp153.2.16.src.rpm
|
| Size : 4.37 MB
| |
| Packager : (none)
| |
| Summary : Recursive Partitioning for Modeling Survey Data
|
Description :
Functions to allow users to build and analyze design consistent tree
and random forest models using survey data from a complex sample
design. The tree model algorithm can fit a linear model to survey data
in each node obtained by recursively partitioning the data. The
splitting variables and selected splits are obtained using a randomized
permutation test procedure which adjusted for complex sample design
features used to obtain the data. Likewise the model fitting algorithm
produces design-consistent coefficients to any specified least squares
linear model between the dependent and independent variables used in
the end nodes. The main functions return the resulting binary tree or
random forest as an object of \"rpms\" or \"rpms_forest\" type. The package
also provides methods modeling a \"boosted\" tree or forest model and a
tree model for zero-inflated data as well as a number of functions and
methods available for use with these object types.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
