Package: DiscreteDists 1.0.0

DiscreteDists: Discrete Statistical Distributions

Implementation of new discrete statistical distributions. Each distribution includes the traditional functions as well as an additional function called the family function, which can be used to estimate parameters within the 'gamlss' framework.

Authors:Freddy Hernandez-Barajas [aut, cre], Fernando Marmolejo-Ramos [aut], Jamiu Olumoh [aut], Osho Ajayi [aut], Olga Usuga-Manco [aut]

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DiscreteDists.pdf |DiscreteDists.html✨
DiscreteDists/json (API)

# Install 'DiscreteDists' in R:

install.packages('DiscreteDists', repos = c('https://fhernanb.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fhernanb/discretedists/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

3.70 score 1 scripts 177 downloads 75 exports 12 dependencies

Last updated 2 months agofrom:75643f61c7. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 02 2024
R-4.5-win-x86_64	OK	Nov 02 2024
R-4.5-linux-x86_64	OK	Nov 02 2024
R-4.4-win-x86_64	OK	Nov 02 2024
R-4.4-mac-x86_64	OK	Nov 02 2024
R-4.4-mac-aarch64	OK	Nov 02 2024
R-4.3-win-x86_64	OK	Nov 02 2024
R-4.3-mac-x86_64	OK	Nov 02 2024
R-4.3-mac-aarch64	OK	Nov 02 2024

Exports:add AR DBH dDBH dDGEII dDIKUM dDLD dDMOLBE DGEII dGGEO dHYPERPO dHYPERPO_single dHYPERPO_vec dHYPERPO2 DIKUM DLD DMOLBE dPOISXL estim_mu_DBH estim_mu_DLD estim_mu_POISXL estim_mu_sigma_DGEII estim_mu_sigma_DIKUM estim_mu_sigma_DMOLBE estim_mu_sigma_GGEO estim_mu_sigma_HYPERPO estim_mu_sigma_HYPERPO2 F11 f11_cpp GGEO HYPERPO HYPERPO2 logLik_DBH logLik_DGEII logLik_DIKUM logLik_DLD logLik_DMOLBE logLik_GGEO logLik_HYPERPO logLik_HYPERPO2 logLik_POISXL mean_var_hp mean_var_hp2 obtaining_lambda pDBH pDGEII pDIKUM pDLD pDMOLBE pGGEO pHYPERPO pHYPERPO2 plot_discrete_cdf POISXL pPOISXL qDBH qDGEII qDIKUM qDLD qDMOLBE qGGEO qHYPERPO qHYPERPO2 qPOISXL rDBH rDGEII rDIKUM rDLD rDMOLBE rGGEO rHYPERPO rHYPERPO2 rPOISXL simulate_hp stopping

Dependencies:gamlss gamlss.data gamlss.dist lattice MASS Matrix nlme pracma rbibutils Rcpp Rdpack survival

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Sum of One-Dimensional Functions	add
The Discrete Burr Hatke family	DBH
The Discrete Burr Hatke distribution	dDBH pDBH qDBH rDBH
Discrete generalized exponential distribution - a second type	dDGEII pDGEII qDGEII rDGEII
The discrete Inverted Kumaraswamy distribution	dDIKUM pDIKUM qDIKUM rDIKUM
The Discrete Lindley distribution	dDLD pDLD qDLD rDLD
The DMOLBE distribution	dDMOLBE pDMOLBE qDMOLBE rDMOLBE
The DGEII distribution	DGEII
The GGEO distribution	dGGEO pGGEO qGGEO rGGEO
The hyper-Poisson distribution	dHYPERPO pHYPERPO qHYPERPO rHYPERPO
Function to obtain the dHYPERPO for a single value x	dHYPERPO_single
Function to obtain the dHYPERPO for a vector x	dHYPERPO_vec
The hyper-Poisson distribution (with mu as mean)	dHYPERPO2 pHYPERPO2 qHYPERPO2 rHYPERPO2
The discrete Inverted Kumaraswamy family	DIKUM
The Discrete Lindley family	DLD
The DMOLBE family	DMOLBE
The Discrete Poisson XLindley	dPOISXL pPOISXL qPOISXL rPOISXL
Function to obtain F11 with C++.	f11_cpp
The GGEO family	GGEO
The hyper Poisson family	HYPERPO
The hyper Poisson family (with mu as mean)	HYPERPO2
Mean and variance for hyper-Poisson distribution	mean_var_hp mean_var_hp2
Draw the CDF for a discrete random variable	plot_discrete_cdf
The Discrete Poisson XLindley	POISXL