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MKinfer (version 1.2)

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 visualization by volcano and Bland-Altman plots (Bland and Altman (1986), ; Shieh (2018), ).

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install.packages('MKinfer')

Monthly Downloads

974

Version

1.2

License

LGPL-3

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Maintainer

Matthias Kohl

Last Published

April 6th, 2024

Functions in MKinfer (1.2)

hsu.t.test

Hsu Two-Sample t-Test
fingsys

Systolic Blood Pressure Dataset used in Bland and Altman (1995)
perm.t.test

Permutation t-Test
normDiffCI

Confidence Intervals for Difference of Means
mpe.t.test

Intersection-Union t-Test for Testing Multiple Co-Primary Endpoints
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
p2ses

Compute SES from p value.
pairwise.wilcox.exact

Compute Pairwise Wilcoxon Tests
quantileCI

Confidence Intervals for Quantiles
volcano

Volcano Plots
mi.wilcox.test

Multiple Imputation Wilcoxon Rank Sum and Signed Rank Tests
normCI

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

Print Method for MPE Hypothesis Test
mpe.z.test

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

Confidence Intervals for Coefficient of Variation
boot.t.test

Bootstrap t-Test
binomCI

Confidence Intervals for Binomial Proportions
MKinfer-package

Inferential Statistics.
mi.t.test

Multiple Imputation Student's t-Test
baplot

Bland-Altman Plots
imputeSD

Impute Standard Deviations for Changes from Baseline
binomDiffCI

Confidence Intervals for Difference of Two Binomial Proportions