Package: MKinfer 1.4

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 Xiao (Xiao (2018), <doi:10.17654/TS054010021>), 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 visualizations: volcano plot, Bland-Altman plots (Bland and Altman (1986), <doi:10.1016/S0140-6736(86)90837-8>; Shieh (2018), <doi:10.1186/s12874-018-0505-y>), mean difference plot (Boehning et al. (2008), <doi:10.1177/0962280207081867>), plot of test statistic for permutation and bootstrap tests as well as objects of class htest.

Authors:Matthias Kohl [aut, cre]

MKinfer_1.4.tar.gz
MKinfer_1.4.zip(r-4.7)MKinfer_1.4.zip(r-4.6)MKinfer_1.4.zip(r-4.5)
MKinfer_1.4.tgz(r-4.6-any)MKinfer_1.4.tgz(r-4.5-any)
MKinfer_1.4.tar.gz(r-4.7-any)MKinfer_1.4.tar.gz(r-4.6-any)
MKinfer_1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MKinfer/json (API)
NEWS

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

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

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

On CRAN:

Conda:

7.54 score 7 stars 4 packages 93 scripts 1.5k downloads 1 mentions 34 exports 83 dependencies

Last updated from:44c60b617e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK229
source / vignettesOK285
linux-release-x86_64OK220
macos-release-arm64OK142
macos-oldrel-arm64OK149
windows-develOK152
windows-releaseOK148
windows-oldrelOK181
wasm-releaseOK138

Exports:baplotbinomCIbinomDiffCIboot.t.testcvCIdgth0plothsu.t.testimputeSDmadCImd2sensmd2zfactormdplotmeanCImeanDiffCImedianCImi.t.testmi.wilcox.testmpe.t.testmpe.z.testnormCInormDiffCIp2sespairwise.ext.t.testpairwise.funpairwise.wilcox.exactperm.t.testpgtqgtquantileCIrm.oneway.testsdCIvolcanoxiao.t.test

Dependencies:arrangementsbackportsbitbit64bootbroomclicliprcodetoolscontfraccpp11crayonDBIdeSolvedplyrellipticexactRankTestsfarverforcatsforeachgenericsggplot2glmnetgluegmpgtablehavenhmshypergeoisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatrixmicemiceaddsminqamitmlmitoolsMKdescrnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrpartS7scalesshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithr

Package MKinfer

Matthias Kohl

Rendered fromMKinfer.Rmdusingknitr::rmarkdownon May 11 2026.

Last update: 2026-01-09
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
A Generalized Central t Distributiondgt pgt qgt
Systolic Blood Pressure Dataset used in Bland and Altman (1995)fingsys
Visualize Distribution of Test Statistic.h0plot h0plot.boot.htest h0plot.default h0plot.htest h0plot.perm.htest
Hsu Two-Sample t-Testhsu.t.test hsu.t.test.default hsu.t.test.formula
Impute Standard Deviations for Changes from BaselineimputeSD
Compute Sensitivity and Specificty based on MD.md2sens
Compute z-Factor based on MD.md2zfactor
Visualize MD.mdplot
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
Xiao Two-Sample t-Testxiao.t.test xiao.t.test.default xiao.t.test.formula