smovie

smovie-package

These movies are animations used to illustrate key statistical ideas.
They are produced using the <code>rpanel</code>
package.

Provides movies to help students to understand statistical
concepts. The 'rpanel' package <https://cran.r-project.org/package=rpanel>
is used to create interactive plots that move to illustrate key statistical
ideas and methods. There are movies to: visualise probability distributions
(including user-supplied ones); illustrate sampling distributions of the
sample mean (central limit theorem), the median, the sample maximum
(extremal types theorem) and (the Fisher transformation of the)
product moment correlation coefficient; examine the influence of an
individual observation in simple linear regression; illustrate key concepts
in statistical hypothesis testing. Also provided are dpqr functions for the
distribution of the Fisher transformation of the correlation coefficient
under sampling from a bivariate normal distribution.

Paul Northrop

Some Movies to Illustrate Concepts in Statistics

smovie-package function

<ul>
<li>Discrete distributions</li>
<li>Continuous distributions</li>
</ul>

Probability distributions

<ul>
<li>Central Limit Theorem: sampling distribution
 of a sample mean</li>
<li>Central Limit Theorem for sample quantiles: sampling
 distribution of the 100p% sample quantile</li>
<li>Sampling distributions of the mean
 and median</li>
<li>Extremal Types Theorem: sampling distribution
 of a sample maximum</li>
<li>Correlation coefficient</li>
</ul>

Sampling distributions

<ul>
<li>Leverage and influence in simple linear
 regression</li>
</ul>

Regression

<ul>
<li>Wald, Wilks and Score tests</li>
<li>Testing simple hypotheses</li>
</ul>

Hypothesis testing

Maintainer: Paul J. Northrop <a href="/link/p.northrop%40ucl.ac.uk?package=smovie&version=1.1.6" data-mini-rdoc="smovie::p.northrop@ucl.ac.uk">p.northrop@ucl.ac.uk</a> [copyright holder]

Author

smovie: some movies to illustrate concepts in statistics — smovie-package

<ul>
<li>Discrete distributions</li>
<li>Continuous distributions</li>
</ul>

<ul>
<li>Central Limit Theorem: sampling distribution
 of a sample mean</li>
<li>Central Limit Theorem for sample quantiles: sampling
 distribution of the 100p% sample quantile</li>
<li>Sampling distributions of the mean
 and median</li>
<li>Extremal Types Theorem: sampling distribution
 of a sample maximum</li>
<li>Correlation coefficient</li>
</ul>

<ul>
<li>Leverage and influence in simple linear
 regression</li>
</ul>

<ul>
<li>Wald, Wilks and Score tests</li>
<li>Testing simple hypotheses</li>
</ul>

Maintainer: Paul J. Northrop <a href='mailto:p.northrop@ucl.ac.uk'>p.northrop@ucl.ac.uk</a> [copyright holder]

smovie-package: smovie: some movies to illustrate concepts in statistics

Description

Arguments

Probability distributions

Sampling distributions

Regression

Hypothesis testing

Author

Details

References

See Also