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R-EScvtmle rpm build for : openSUSE Leap 15. For other distributions click R-EScvtmle.

Name : R-EScvtmle
Version : 0.0.2 Vendor : obs://build_opensuse_org/devel:languages:R
Release : lp153.3.2 Date : 2024-06-14 11:57:15
Group : Development/Libraries/Other Source RPM : R-EScvtmle-0.0.2-lp153.3.2.src.rpm
Size : 0.12 MB
Packager : (none)
Summary : Experiment-Selector CV-TMLE for Integration of Observational and RCT Data
Description :
The experiment selector cross-validated targeted maximum likelihood
estimator (ES-CVTMLE) aims to select the experiment that optimizes the
bias-variance tradeoff for estimating a causal average treatment effect
(ATE) where different experiments may include a randomized controlled
trial (RCT) alone or an RCT combined with real-world data. Using
cross-validation, the ES-CVTMLE separates the selection of the optimal
experiment from the estimation of the ATE for the chosen experiment.
The estimated bias term in the selector is a function of the difference
in conditional mean outcome under control for the RCT compared to the
combined experiment. In order to help include truly unbiased external
data in the analysis, the estimated average treatment effect on a
negative control outcome may be added to the bias term in the selector.
For more details about this method, please see Dang et al. (2022)
< arXiv:2210.05802>.

RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64

Content of RPM  Provides Requires

Download
ftp.icm.edu.pl  R-EScvtmle-0.0.2-lp153.3.2.x86_64.rpm
     

Provides :
R-EScvtmle
R-EScvtmle(x86-64)

Requires :
R-R6
R-RColorBrewer
R-ROCR
R-SuperLearner
R-abind
R-assertthat
R-base
R-bitops
R-caTools
R-cli
R-colorspace
R-cvAUC
R-data.table
R-digest
R-dplyr
R-fansi
R-farver
R-foreach
R-future
R-future.apply
R-gam
R-generics
R-ggplot2
R-globals
R-glue
R-gplots
R-gridExtra
R-gtable
R-gtools
R-isoband
R-iterators
R-labeling
R-lifecycle
R-listenv
R-magrittr
R-munsell
R-nnls
R-origami
R-parallelly
R-pillar
R-pkgconfig
R-rlang
R-scales
R-stringi
R-stringr
R-tibble
R-tidyselect
R-utf8
R-vctrs
R-viridisLite
R-withr
rpmlib(CompressedFileNames) <= 3.0.4-1
rpmlib(FileDigests) <= 4.6.0-1
rpmlib(PayloadFilesHavePrefix) <= 4.0-1
rpmlib(PayloadIsXz) <= 5.2-1


Content of RPM :
/usr/lib64/R/library/EScvtmle
/usr/lib64/R/library/EScvtmle/DESCRIPTION
/usr/lib64/R/library/EScvtmle/INDEX
/usr/lib64/R/library/EScvtmle/Meta
/usr/lib64/R/library/EScvtmle/Meta/Rd.rds
/usr/lib64/R/library/EScvtmle/Meta/data.rds
/usr/lib64/R/library/EScvtmle/Meta/features.rds
/usr/lib64/R/library/EScvtmle/Meta/hsearch.rds
/usr/lib64/R/library/EScvtmle/Meta/links.rds
/usr/lib64/R/library/EScvtmle/Meta/nsInfo.rds
/usr/lib64/R/library/EScvtmle/Meta/package.rds
/usr/lib64/R/library/EScvtmle/NAMESPACE
/usr/lib64/R/library/EScvtmle/NEWS.md
/usr/lib64/R/library/EScvtmle/R
/usr/lib64/R/library/EScvtmle/R/EScvtmle
/usr/lib64/R/library/EScvtmle/R/EScvtmle.rdb
/usr/lib64/R/library/EScvtmle/R/EScvtmle.rdx
/usr/lib64/R/library/EScvtmle/data
/usr/lib64/R/library/EScvtmle/data/Rdata.rdb
/usr/lib64/R/library/EScvtmle/data/Rdata.rds
/usr/lib64/R/library/EScvtmle/data/Rdata.rdx
/usr/lib64/R/library/EScvtmle/help
/usr/lib64/R/library/EScvtmle/help/AnIndex
/usr/lib64/R/library/EScvtmle/help/EScvtmle.rdb
/usr/lib64/R/library/EScvtmle/help/EScvtmle.rdx
/usr/lib64/R/library/EScvtmle/help/aliases.rds
/usr/lib64/R/library/EScvtmle/help/paths.rds
/usr/lib64/R/library/EScvtmle/html
/usr/lib64/R/library/EScvtmle/html/00Index.html
/usr/lib64/R/library/EScvtmle/html/R.css

 
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