Package: OneSampleMR 0.1.5.9000

OneSampleMR: One Sample Mendelian Randomization and Instrumental Variable Analyses

Useful functions for one-sample (individual level data) Mendelian randomization and instrumental variable analyses. The package includes implementations of; the Sanderson and Windmeijer (2016) <doi:10.1016/j.jeconom.2015.06.004> conditional F-statistic, the multiplicative structural mean model Hernán and Robins (2006) <doi:10.1097/01.ede.0000222409.00878.37>, and two-stage predictor substitution and two-stage residual inclusion estimators explained by Terza et al. (2008) <doi:10.1016/j.jhealeco.2007.09.009>.

Authors:Tom Palmer [aut, cre], Wes Spiller [aut], Eleanor Sanderson [aut]

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OneSampleMR.pdf |OneSampleMR.html
OneSampleMR/json (API)
NEWS

# Install 'OneSampleMR' in R:
install.packages('OneSampleMR', repos = c('https://remlapmot.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/remlapmot/onesamplemr/issues

On CRAN:

instrumental-variableinstrumental-variablesmendelian-randomisationmendelian-randomizationmendelianrandomisationmendelianrandomization

6.69 score 18 stars 16 scripts 259 downloads 4 exports 68 dependencies

Last updated 2 months agofrom:2327d78bc7. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-winOKOct 26 2024
R-4.5-linuxOKOct 26 2024
R-4.4-winOKOct 26 2024
R-4.4-macOKOct 26 2024
R-4.3-winOKOct 26 2024
R-4.3-macOKOct 26 2024

Exports:fswmsmmtspstsri

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrexpmfansifarverFormulagenericsggplot2gluegmmgtableisobandivreglabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmsmmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6RColorBrewerRcppRcppEigenrlangsandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrzoo

Comparison fits of the multiplicative structural mean model

Rendered fromcompare-smm-fits.Rmdusingknitr::rmarkdownon Oct 26 2024.

Last update: 2024-08-27
Started: 2021-08-19

Comparison of conditional F-statistics

Rendered fromf-statistic-comparison.Rmdusingknitr::rmarkdownon Oct 26 2024.

Last update: 2024-08-27
Started: 2021-08-19