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smovie - MaRDI portal

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smovie (Q119469)

From MaRDI portal





Some Movies to Illustrate Concepts in Statistics
Language Label Description Also known as
English
smovie
Some Movies to Illustrate Concepts in Statistics

    Statements

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    1.1.4
    31 October 2021
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    1.0.0
    5 March 2018
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    1.0.1
    21 April 2018
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    1.1.1
    25 November 2019
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    1.1.2
    8 January 2020
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    1.1.3
    5 November 2020
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    1.1.5
    2 September 2023
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    1.1.6
    3 December 2023
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    3 December 2023
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    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.
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