Package: MKinfer 1.2

MKinfer: Inferential Statistics

Computation of various confidence intervals (Altman et al. (2000), ISBN:978-0-727-91375-3; Hedderich and Sachs (2018), ISBN:978-3-662-56657-2) including bootstrapped versions (Davison and Hinkley (1997), ISBN:978-0-511-80284-3) as well as Hsu (Hedderich and Sachs (2018), ISBN:978-3-662-56657-2), permutation (Janssen (1997), <doi:10.1016/S0167-7152(97)00043-6>), bootstrap (Davison and Hinkley (1997), ISBN:978-0-511-80284-3), intersection-union (Sozu et al. (2015), ISBN:978-3-319-22005-5) and multiple imputation (Barnard and Rubin (1999), <doi:10.1093/biomet/86.4.948>) t-test; furthermore, computation of intersection-union z-test as well as multiple imputation Wilcoxon tests. Graphical visualization by volcano and Bland-Altman plots (Bland and Altman (1986), <doi:10.1016/S0140-6736(86)90837-8>; Shieh (2018), <doi:10.1186/s12874-018-0505-y>).

Authors:Matthias Kohl [aut, cre]

MKinfer_1.2.tar.gz
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MKinfer.pdf |MKinfer.html✨
MKinfer/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/stamats/mkinfer/issues

Datasets:
  • fingsys - Systolic Blood Pressure Dataset used in Bland and Altman

On CRAN:

6.80 score 6 stars 4 packages 69 scripts 1.3k downloads 1 mentions 26 exports 79 dependencies

Last updated 8 months agofrom:c9ac74ac11. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-winOKNov 02 2024
R-4.5-linuxOKNov 02 2024
R-4.4-winOKNov 02 2024
R-4.4-macOKNov 02 2024
R-4.3-winOKNov 02 2024
R-4.3-macOKNov 02 2024

Exports:baplotbinomCIbinomDiffCIboot.t.testcvCIhsu.t.testimputeSDmadCImeanCImeanDiffCImedianCImi.t.testmi.wilcox.testmpe.t.testmpe.z.testnormCInormDiffCIp2sespairwise.ext.t.testpairwise.funpairwise.wilcox.exactperm.t.testquantileCIrm.oneway.testsdCIvolcano

Dependencies:arrangementsbackportsbitbit64bootbroomclicliprcodetoolscolorspacecpp11crayonDBIdplyrexactRankTestsfansifarverforcatsforeachgenericsggplot2glmnetgluegmpgtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatrixmgcvmicemiceaddsminqamitmlmitoolsMKdescrmunsellnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloRcppEigenreadrrlangrpartscalesshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithr

Package MKinfer

Matthias Kohl

Rendered fromMKinfer.Rmdusingknitr::rmarkdownon Nov 02 2024.

Last update: 2024-04-06
Started: 2019-08-16

Readme and manuals

Help Manual

Help pageTopics
Inferential Statistics.MKinfer-package MKinfer
Bland-Altman Plotsbaplot
Confidence Intervals for Binomial ProportionsbinomCI
Confidence Intervals for Difference of Two Binomial ProportionsbinomDiffCI
Bootstrap t-Testboot.t.test boot.t.test.default boot.t.test.formula
Confidence Intervals for Coefficient of VariationcvCI
Systolic Blood Pressure Dataset used in Bland and Altman (1995)fingsys
Hsu Two-Sample t-Testhsu.t.test hsu.t.test.default hsu.t.test.formula
Impute Standard Deviations for Changes from BaselineimputeSD
Multiple Imputation Student's t-Testmi.t.test mi.t.test.amelia mi.t.test.default mi.t.test.mids
Multiple Imputation Wilcoxon Rank Sum and Signed Rank Testsmi.wilcox.test mi.wilcox.test.amelia mi.wilcox.test.default mi.wilcox.test.mids
Intersection-Union t-Test for Testing Multiple Co-Primary Endpointsmpe.t.test
Intersection-Union z-Test for Testing Multiple Co-Primary Endpointsmpe.z.test
Confidence Intervals for Mean and Standard DeviationmeanCI normCI sdCI
Confidence Intervals for Difference of MeansmeanDiffCI normDiffCI
Compute SES from p value.p2ses
Compute Pairwise t Testspairwise.ext.t.test
Compute pairwise values for a given functionpairwise.fun
Compute Pairwise Wilcoxon Testspairwise.wilcox.exact
Permutation t-Testperm.t.test perm.t.test.default perm.t.test.formula
Print Method for MPE Hypothesis Testprint.mpe.test
Confidence Intervals for QuantilesmadCI medianCI quantileCI
Test for Equal Means in a Repeated Measures One-Way Layoutrm.oneway.test
Volcano Plotsvolcano volcano.default