Package: nbconv 1.0.1
nbconv: Evaluate Arbitrary Negative Binomial Convolutions
Three distinct methods are implemented for evaluating the sums of arbitrary negative binomial distributions. These methods are: Furman's exact probability mass function (Furman (2007) <doi:10.1016/j.spl.2006.06.007>), saddlepoint approximation, and a method of moments approximation. Functions are provided to calculate the density function, the distribution function and the quantile function of the convolutions in question given said evaluation methods. Functions for generating random deviates from negative binomial convolutions and for directly calculating the mean, variance, skewness, and excess kurtosis of said convolutions are also provided.
Authors:
nbconv_1.0.1.tar.gz
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nbconv.pdf |nbconv.html✨
nbconv/json (API)
NEWS
# Install 'nbconv' in R: |
install.packages('nbconv', repos = c('https://gbedwell.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gbedwell/nbconv/issues
Last updated 7 days agofrom:19e66056c6. Checks:OK: 1 ERROR: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 16 2024 |
R-4.5-win | ERROR | Nov 16 2024 |
R-4.5-linux | ERROR | Nov 16 2024 |
R-4.4-win | ERROR | Nov 16 2024 |
R-4.4-mac | ERROR | Nov 16 2024 |
R-4.3-win | ERROR | Nov 16 2024 |
R-4.3-mac | ERROR | Nov 16 2024 |
Exports:dnbconvnbconv_paramspnbconvqnbconvrnbconv
Dependencies:matrixStats
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Probability Mass Function | dnbconv |
Furman's PMF | nb_sum_exact |
Method of Moments | nb_sum_moments |
Saddlepoint approximation | nb_sum_saddlepoint |
Summary statistics | nbconv_params |
Cumulative Distribution Function | pnbconv |
Quantile Function | qnbconv |
Random Deviates | rnbconv |