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MKinfer (version 1.3)

Inferential Statistics

Description

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), ), 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), ) 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), ; Shieh (2018), ), mean difference plot (Boehning et al. (2008), ), plot of test statistic for permutation and bootstrap tests as well as objects of class htest.

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install.packages('MKinfer')

Monthly Downloads

1,788

Version

1.3

License

LGPL-3

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Maintainer

Matthias Kohl

Last Published

December 15th, 2025

Functions in MKinfer (1.3)

mi.wilcox.test

Multiple Imputation Wilcoxon Rank Sum and Signed Rank Tests
md2sens

Compute Sensitivity and Specificty based on MD.
normDiffCI

Confidence Intervals for Difference of Means
mpe.z.test

Intersection-Union z-Test for Testing Multiple Co-Primary Endpoints
mdplot

Visualize MD.
md2zfactor

Compute z-Factor based on MD.
mi.t.test

Multiple Imputation Student's t-Test
p2ses

Compute SES from p value.
normCI

Confidence Intervals for Mean and Standard Deviation
mpe.t.test

Intersection-Union t-Test for Testing Multiple Co-Primary Endpoints
volcano

Volcano Plots
quantileCI

Confidence Intervals for Quantiles
pairwise.wilcox.exact

Compute Pairwise Wilcoxon Tests
rm.oneway.test

Test for Equal Means in a Repeated Measures One-Way Layout
pairwise.ext.t.test

Compute Pairwise t Tests
pairwise.fun

Compute pairwise values for a given function
perm.t.test

Permutation t-Test
print.mpe.test

Print Method for MPE Hypothesis Test
hsu.t.test

Hsu Two-Sample t-Test
h0plot

Visualize Distribution of Test Statistic.
boot.t.test

Bootstrap t-Test
binomDiffCI

Confidence Intervals for Difference of Two Binomial Proportions
MKinfer-package

Inferential Statistics.
baplot

Bland-Altman Plots
imputeSD

Impute Standard Deviations for Changes from Baseline
cvCI

Confidence Intervals for Coefficient of Variation
binomCI

Confidence Intervals for Binomial Proportions
fingsys

Systolic Blood Pressure Dataset used in Bland and Altman (1995)