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animation (version 0.2-0)

Demonstrate Animations in Statistics

Description

This package consists of various functions for animations in statistics, covering many areas such as probability theory, mathematical statistics, multivariate statistics, nonparametric statistics, sampling survey, linear models, time series, computational statistics, data mining and machine learning. These functions might be of help in teaching statistics and data analysis.

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Version

Install

install.packages('animation')

Monthly Downloads

6,519

Version

0.2-0

License

GPL (>=2)

Maintainer

Yihui Xie

Last Published

October 7th, 2021

Functions in animation (0.2-0)

mwar.ani

Demonstration for ``Moving Window Auto-Regression''
pageview

Data of page view from Sep 21, 2007 for Yihui's website
grad.desc

Gradient Descent Algorithm for A 2D Case
cv.ani

Demonstration for the process of cross-validation
sample.simple

Demonstration for simple random sampling without replacement
boot.iid

Bootstrap for i.i.d data
cv.nfeaturesLDA

Cross-validation to find the optimum number of features (variables) in LDA
animation-package

Animated Statistics Using R
ani.start

Start the generation of an HTML animation page
kmeans.ani

Demonstration of K-Means cluster analysis
vi.grid.illusion

Visual Illusions: Scintillating grid illusion and Hermann grid illusion
buffon.needle

Simulation of Buffon's Needle
ani.news

Read news of package `animation'
sample.cluster

Demonstration for cluster sampling
ani.control

Control the Behaviour of Animations and Validate Arguments
saveMovie

Convert Images to A Single Animated Movie
savePNG

Save PNG image from the current graphical device
ani.stop

Complete the HTML animation page
flip.coin

Probability in flipping coins
brownian.motion

Demonstration of Brownian motion on the 2D plane
newton.method

Demonstration of the Newton-Raphson Method for Root-finding
write.rss

Create RSS feed from a CSV data file
clt.ani

Demonstration for the Central Limit Theorem
bisection.method

Demonstration of the Bisection Method for Root-finding on an Interval
sample.strat

Demonstration for stratified sampling
kfcv

Sample sizes for k-fold cross-validation
lln.ani

Demonstration of Law of Large Numbers
tidy.source

`Tidy up' R code
knn.ani

Demonstrate kNN classification algorithm on the 2D plane
sample.system

Demonstration for systematic sampling
highlight.def

Create R definition file for the software Highlight
conf.int

Demonstration of Confidence Intervals
vi.lilac.chaser

Visual Illusions: Lilac Chaser