MPS

Estimating Through the Maximum Product Spacing Approach

CRAN Package

Developed for computing the probability density function, computing the cumulative distribution function, computing the quantile function, random generation, drawing q-q plot, and estimating the parameters of 24 G-family of statistical distributions via the maximum product spacing approach introduced in https://www.jstor.org/stable/2345411. The set of families contains: beta G distribution, beta exponential G distribution, beta extended G distribution, exponentiated G distribution, exponentiated exponential Poisson G distribution, exponentiated generalized G distribution, exponentiated Kumaraswamy G distribution, gamma type I G distribution, gamma type II G distribution, gamma uniform G distribution, gamma-X generated of log-logistic family of G distribution, gamma-X family of modified beta exponential G distribution, geometric exponential Poisson G distribution, generalized beta G distribution, generalized transmuted G distribution, Kumaraswamy G distribution, log gamma type I G distribution, log gamma type II G distribution, Marshall Olkin G distribution, Marshall Olkin Kumaraswamy G distribution, modified beta G distribution, odd log-logistic G distribution, truncated-exponential skew-symmetric G distribution, and Weibull G distribution.


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Insights

Last 30 days

This package has been downloaded 156 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 12 times.

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0 downloadsFeb 23, 2025
0 downloadsFeb 24, 2025
0 downloadsFeb 25, 2025
0 downloadsFeb 26, 2025
0 downloadsFeb 27, 2025
0 downloadsFeb 28, 2025
7 downloadsMar 1, 2025
3 downloadsMar 2, 2025
3 downloadsMar 3, 2025
8 downloadsMar 4, 2025
9 downloadsMar 5, 2025
7 downloadsMar 6, 2025
4 downloadsMar 7, 2025
1 downloadsMar 8, 2025
3 downloadsMar 9, 2025
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7 downloadsMar 11, 2025
6 downloadsMar 12, 2025
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9 downloadsMar 15, 2025
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2 downloadsMar 17, 2025
7 downloadsMar 18, 2025
5 downloadsMar 19, 2025
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10 downloadsMar 21, 2025
8 downloadsMar 22, 2025
4 downloadsMar 23, 2025
6 downloadsMar 24, 2025
5 downloadsMar 25, 2025
3 downloadsMar 26, 2025
2 downloadsMar 27, 2025
7 downloadsMar 28, 2025
0 downloadsMar 29, 2025
12 downloadsMar 30, 2025
0 downloadsMar 31, 2025
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0 downloadsApr 5, 2025
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12

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,091 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 28 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries