Statistical Functions for Probability Distributions and Regression

A collection of miscellaneous statistical functions for probability distributions: dbern(), pbern(), qbern(), rbern() for the Bernoulli distribution, and distr2name(), name2distr() for distribution names; probability density estimation: densityfun(); most frequent value estimation: mfv(), mfv1(); calculation of the Hellinger distance: hellinger(); use of classical kernels: kernelfun(), kernel_properties(); univariate piecewise-constant regression: picor().


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A collection of miscellaneous statistical functions for probability distributions: dbern(), pbern(), qbern(), rbern() for the Bernoulli distribution, and distr2name(), name2distr() for distribution names; probability density estimation: densityfun(); most frequent value estimation: mfv(), mfv1(); calculation of the Hellinger distance: hellinger(); use of classical kernels: kernelfun(), kernel_properties().

Installation

You can install 'statip' from GitHub with:

# install.packages("devtools")
devtools::install_github("paulponcet/statip")

News

statip 0.2.0

  • Function 'picor()' added for univariate piecewise-constant regression.

statip 0.1.9

  • Function 'bandwidth()' added.
  • Function 'if_else()' from package 'dplyr' is no longer used since it currently inconsistently transforms a matrix into a vector; the base 'ifelse()' is used instead.

statip 0.1.8

  • Function 'predict.kmeans()' added (with dependency to package 'clue').

statip 0.1.6

  • '...' argument added in 'mfv()' and 'mfv1()' (useful for the subsequent call of these functions within package 'modeest').

statip 0.1.5

  • 'mfv()' was not working with factors.

statip 0.1.4

  • Change 'mfv()' to better take account of missing values.

statip 0.1.3

  • Update authors list.

statip 0.1.2

  • Small updates before CRAN submission.

statip 0.1.1

  • Functions 'mfv()' and 'mfv1()' for the mode (most frequent value) found in a vector.

Reference manual

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install.packages("statip")

0.2.0 by Paul Poncet, 4 months ago


https://github.com/paulponcet/statip


Report a bug at https://github.com/paulponcet/statip/issues


Browse source code at https://github.com/cran/statip


Authors: Paul Poncet [aut, cre] , The R Core Team [aut, cph] (C function 'BinDist' copied from package 'stats') , The R Foundation [cph] (C function 'BinDist' copied from package 'stats') , Adrian Baddeley [ctb] (C function 'BinDist' copied from package 'stats')


Documentation:   PDF Manual  


GPL-3 license


Imports bazar, clue, graphics, rpart, stats

Suggests knitr, testthat


Imported by modeest.

Suggested by evaluator.


See at CRAN