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staTools (version 0.1.0)

Statistical Tools for Social Network Analysis

Description

A collection of statistical tools for social network analysis, with strong emphasis on the analysis of discrete powerlaw distributions and statistical hypothesis tests.

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Version

Install

install.packages('staTools')

Monthly Downloads

9

Version

0.1.0

License

GPL (>= 2)

Maintainer

Alessandro Bessi

Last Published

March 17th, 2015

Functions in staTools (0.1.0)

plotfit

Plot Fit of Discrete Powerlaw Distributions
ddispl

Discrete Powerlaw Probability Mass Function
fastsum

Fast Sum implemented in Cpp.
displo

Discrete Powerlaw Object
rdispl

Discrete Powerlaw Random Generator
MAPE

Mean Absolute Percentage Error
moby

Moby Dick word count
inspect

Inspect Discrete Powerlaw Distributions
plotmultifit

Plot Multiple Fit of Discrete Powerlaw Distributions
pmf

Probability Mass Function
len

Length of a Vector
plothill

Hill plot
getXmin2

Lower bound estimator for discrete powerlaw distributions
data_cdf

Data Cumulative Distribution Function
pdispl

Discrete Powerlaw Distribution Function
cdf

Cumulative Distribution Function
MSE

Mean Squared Error
MPE

Mean Percentage Error
MAE

Mean Absolute Error
plotols

Plot OLS Fit of Discrete Powerlaw Distributions
RMSE

Root Mean Squared Error
getXmin

Lower bound estimator for discrete powerlaw distributions
std

Unity-based Normalization