Learn R Programming

MKinfer (version 1.4)

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 Xiao (Xiao (2018), ), 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.

Copy Link

Version

Install

install.packages('MKinfer')

Monthly Downloads

1,223

Version

1.4

License

LGPL-3

Issues

Pull Requests

Stars

Forks

Maintainer

Matthias Kohl

Last Published

September 27th, 2026

Functions in MKinfer (1.4)

binomDiffCI

Confidence Intervals for Difference of Two Binomial Proportions
h0plot

Visualize Distribution of Test Statistic.
binomCI

Confidence Intervals for Binomial Proportions
hsu.t.test

Hsu Two-Sample t-Test
mdplot

Visualize MD.
md2zfactor

Compute z-Factor based on MD.
imputeSD

Impute Standard Deviations for Changes from Baseline
md2sens

Compute Sensitivity and Specificty based on MD.
mpe.t.test

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

Confidence Intervals for Difference of Means
mi.t.test

Multiple Imputation Student's t-Test
normCI

Confidence Intervals for Mean and Standard Deviation
mi.wilcox.test

Multiple Imputation Wilcoxon Rank Sum and Signed Rank Tests
mpe.z.test

Intersection-Union z-Test for Testing Multiple Co-Primary Endpoints
xiao.t.test

Xiao Two-Sample t-Test
rm.oneway.test

Test for Equal Means in a Repeated Measures One-Way Layout
pairwise.wilcox.exact

Compute Pairwise Wilcoxon Tests
pairwise.ext.t.test

Compute Pairwise t Tests
p2ses

Compute SES from p value.
volcano

Volcano Plots
perm.t.test

Permutation t-Test
quantileCI

Confidence Intervals for Quantiles
pairwise.fun

Compute pairwise values for a given function
print.mpe.test

Print Method for MPE Hypothesis Test
fingsys

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

A Generalized Central t Distribution
MKinfer-package

Inferential Statistics.
baplot

Bland-Altman Plots
cvCI

Confidence Intervals for Coefficient of Variation
boot.t.test

Bootstrap t-Test