| Name : R-merlin
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:30:28
|
| Group : Development/Libraries/Other
| Source RPM : R-merlin-0.1.0-lp153.2.13.src.rpm
|
| Size : 0.74 MB
| |
| Packager : (none)
| |
| Summary : Mixed Effects Regression for Linear, Non-Linear and User-Defined Models
|
Description :
Fits linear, non-linear, and user-defined mixed effects regression
models following the framework developed by Crowther (2017)
< arXiv:1710.02223>. \'merlin\' can fit multivariate outcome models of any
type, each of which could be repeatedly measured (longitudinal), with
any number of levels, and with any number of random effects at each
level. Standard distributions/models available include the Bernoulli,
Gaussian, Poisson, beta, negative-binomial, and time-to-event/survival
models include the exponential, Gompertz, Royston-Parmar, Weibull and
general hazard model. \'merlin\' provides a flexible predictor syntax,
allowing the user to define variables, random effects, spline and
fractional polynomial functions, functions of other outcome models, and
any interaction between each of them. Non-linear and time-dependent
effects are seamlessly incorporated into the predictor. \'merlin\' allows
multivariate normal random effects, which are integrated out using
Gaussian quadrature or Monte-Carlo integration. Note, \'merlin\' is based
on the \'Stata\' package of the same name, described in Crowther (2018)
< arXiv:1806.01615>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
