Package: statip 0.2.3

statip: 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()'; other statistical measures of location: 'cv()' (coefficient of variation), 'midhinge()', 'midrange()', 'trimean()'; construction of histograms: 'histo()', 'find_breaks()'; calculation of the Hellinger distance: 'hellinger()'; use of classical kernels: 'kernelfun()', 'kernel_properties()'; univariate piecewise-constant regression: 'picor()'.

Authors:Paul Poncet [aut, cre], The R Core Team [aut, cph], The R Foundation [cph], Adrian Baddeley [ctb]

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statip.pdf |statip.html
statip/json (API)
NEWS

# Install 'statip' in R:
install.packages('statip', repos = c('https://paulponcet.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/paulponcet/statip/issues

On CRAN:

7.15 score 2 stars 51 packages 69 scripts 13k downloads 1 mentions 29 exports 3 dependencies

Last updated 5 years agofrom:ed5cfd7d00. Checks:OK: 3 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-win-x86_64OKNov 07 2024
R-4.5-linux-x86_64OKNov 07 2024
R-4.4-win-x86_64NOTENov 07 2024
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Exports:.kernelsListas.stepfunbandwidthcvdberndensityfundistr2nameerffind_breakshellingerhistokernel_propertieskernelfunknotslagkmfvmfv1midhingemidrangena.passname2distrpbernpicorplotpredictqbernrberntableNAtrimean

Dependencies:clueclusterrpart

Readme and manuals

Help Manual

Help pageTopics
Bandwidth calculationbandwidth
Coefficient of variationcv
The Bernoulli distributiondbern pbern qbern rbern
Kernel density estimationdensityfun
Conversion between abbreviated distribution names and proper namesdistr2name name2distr
Error functionerf
Breakpoints to be passed to a Histogramfind_breaks
Hellinger distancehellinger
Alternative Histogramshisto
Smoothing kernels.kernelsList kernelfun kernelfun.character kernelfun.function kernel_properties
Lag a vectorlagk
Most frequent value(s)mfv mfv.default mfv.tableNA mfv1
Midhingemidhinge
Mid-rangemidrange
Piecewise-constant regressionknots.picor picor plot.picor predict.picor print.picor
Basic plot of a loess objectplot.loess
Default model predictionspredict.default
Alternative Table CreationtableNA
Tukey's trimeantrimean