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MKinfer (version 1.1)

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) and multiple imputation (Barnard and Rubin (1999), ) t-test and Wilcoxon tests. Graphical visualization by volcano and Bland-Altman plots (Bland and Altman (1986), ; Shieh (2018), ).

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Install

install.packages('MKinfer')

Monthly Downloads

1,534

Version

1.1

License

LGPL-3

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Maintainer

Matthias Kohl

Last Published

April 17th, 2023

Functions in MKinfer (1.1)

baplot

Bland-Altman Plots
hsu.t.test

Hsu Two-Sample t-Test
binomCI

Confidence Intervals for Binomial Proportions
cvCI

Confidence Intervals for Coefficient of Variation
binomDiffCI

Confidence Intervals for Difference of Two Binomial Proportions
MKinfer-package

Inferential Statistics.
fingsys

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

Multiple Imputation Student's t-Test
imputeSD

Impute Standard Deviations for Changes from Baseline
boot.t.test

Bootstrap t-Test
perm.t.test

Permutation t-Test
quantileCI

Confidence Intervals for Quantiles
pairwise.wilcox.exact

Compute Pairwise Wilcoxon Tests
pairwise.fun

Compute pairwise values for a given function
normDiffCI

Confidence Intervals for Difference of Means
rm.oneway.test

Test for Equal Means in a Repeated Measures One-Way Layout
normCI

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

Multiple Wilcoxon Rank Sum and Signed Rank Tests
pairwise.ext.t.test

Compute Pairwise t Tests
p2ses

Compute SES from p value.
volcano

Volcano Plots