# Fitting Discrete Distribution Models to Count Data

## Documentation for package ‘scModels’ version 1.0.4

- DESCRIPTION file.

## Help Pages

chf_1F1 | Kummer's (confluent hypergeometric) function in log-scale
dpb | Poisson-beta Distribution
fit_params | Functions to estimate parameters of probability distributions by fitting the distributions using optim()
gmRNA | Gillespie algorithm for mRNA generating processes
gmRNA_basic | Gillespie algorithm for mRNA generating processes
gmRNA_basic_burst | Gillespie algorithm for mRNA generating processes
gmRNA_burst | Gillespie algorithm for mRNA generating processes
gmRNA_IGbasic_burst | Gillespie algorithm for mRNA generating processes
gmRNA_switch | Gillespie algorithm for mRNA generating processes
Inverse Gaussian | Inverse Gaussian Distribution
nlogL | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_del | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_del2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_nb | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_nb2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pb | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pb2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pig | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pig2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pois | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_pois2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zidel | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zidel2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zinb | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zinb2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipb | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipb2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipig | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipig2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipois | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
nlogL_zipois2 | Negative log Likelihood functions for Poisson, negative binomial, Delaporte, Poisson-inverse Gaussian and Poisson-beta distributions
Poisson-beta | Poisson-beta Distribution
ppb | Poisson-beta Distribution
qpb | Poisson-beta Distribution
rInvGaus | Inverse Gaussian Distribution
rpb | Poisson-beta Distribution