| Name : R-CNPS
| |
| Version : 1.0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.12
| Date : 2024-06-14 10:57:49
|
| Group : Development/Libraries/Other
| Source RPM : R-CNPS-1.0.0-lp153.1.12.src.rpm
|
| Size : 0.12 MB
| |
| Packager : (none)
| |
| Summary : Nonparametric Statistics
|
Description :
We unify various nonparametric hypothesis testing problems in a
framework of permutation testing, enabling hypothesis testing on
multi-sample, multidimensional data and contingency tables. Most of the
functions available in the R environment to implement permutation tests
are single functions constructed for specific test problems; to
facilitate the use of the package, the package encapsulates similar
tests in a categorized manner, greatly improving ease of use. We will
all provide functions for self-selected permutation scoring methods and
self-selected p-value calculation methods (asymptotic, exact, and
sampling). For two-sample tests, we will provide mean tests and
estimate drift sizes; we will provide tests on variance; we will
provide paired-sample tests; we will provide correlation coefficient
tests under three measures. For multi-sample problems, we will provide
both ordinary and ordered alternative test problems. For
multidimensional data, we will implement multivariate means (including
ordered alternatives) and multivariate pairwise tests based on four
statistics; the components with significant differences are also
calculated. For contingency tables, we will perform permutation
chi-square test or ordered alternative.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
