| Name : R-MPTmultiverse
| |
| Version : 0.4.2
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.17.2
| Date : 2024-06-14 11:57:14
|
| Group : Development/Libraries/Other
| Source RPM : R-MPTmultiverse-0.4.2-lp153.17.2.src.rpm
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| Size : 1.34 MB
| |
| Packager : (none)
| |
| Summary : Multiverse Analysis of Multinomial Processing Tree Models
|
Description :
Statistical or cognitive modeling usually requires a number of more or
less arbitrary choices creating one specific path through a \'garden of
forking paths\'. The multiverse approach (Steegen, Tuerlinckx, Gelman, &
Vanpaemel, 2016, < doi:10.1177/1745691616658637>) offers a principled
alternative in which results for all possible combinations of
reasonable modeling choices are reported. MPTmultiverse performs a
multiverse analysis for multinomial processing tree (MPT, Riefer &
Batchelder, 1988, < doi:10.1037/0033-295X.95.3.318>) models combining
maximum-likelihood/frequentist and Bayesian estimation approaches with
different levels of pooling (i.e., data aggregation). For the
frequentist approaches, no pooling (with and without parametric or
nonparametric bootstrap) and complete pooling are implemented using
MPTinR < https://cran.r-project.org/package=MPTinR>. For the Bayesian
approaches, no pooling, complete pooling, and three different variants
of partial pooling are implemented using TreeBUGS
< https://cran.r-project.org/package=TreeBUGS>. The main function is
fit_mpt() who performs the multiverse analysis in one call.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
