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MKinfer (version 0.6)

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. Graphical visualization by volcano plots.

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Version

Install

install.packages('MKinfer')

Monthly Downloads

974

Version

0.6

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

October 22nd, 2020

Functions in MKinfer (0.6)

hsu.t.test

Hsu Two-Sample t-Test
normCI

Confidence Intervals for Mean and Standard Deviation
MKinfer-package

Inferential Statistics.
normDiffCI

Confidence Intervals for Difference of Means
imputeSD

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

Bootstrap t-Test
cvCI

Confidence Intervals for Coefficient of Variation
binomDiffCI

Confidence Intervals for Difference of Two Binomial Proportions
binomCI

Confidence Intervals for Binomial Proportions
pairwise.fun

Compute pairwise values for a given function
quantileCI

Confidence Intervals for Quantiles
perm.t.test

Permutation t-Test
rm.oneway.test

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

Volcano Plots
mi.t.test

Multiple Imputation Student's t-Test