Estimation of Count Data Models
MLE of the Bell distribtion
PMF, CDF, QF, random generation and parameters estimation based on the...
Estimation of Count Data Models
The crime sociology consisting a sample of 4301 people with deviating ...
Still births of New Zealand white rabbits
MLE of the Borel distribution
MLE of the Poisson distribution
MLE of the zero inflated Poisson distribtion
MLE of the zero one inflated Bell distrubution
MLE of the zero one inflated Poisson distrubution
Touchard polynomials
MLE of the zero inflated Bell distribtion
MLE of the zero inflated Bell Touchard distribution
The maximum likelihood estimation (MLE) of the count data models along with standard error of the estimates and Akaike information model section criterion are provided. The functions allow to compute the MLE for the following distributions such as the Bell distribution, the Borel distribution, the Poisson distribution, zero inflated Bell distribution, zero inflated Bell Touchard distribution, zero inflated Poisson distribution, zero one inflated Bell distribution and zero one inflated Poisson distribution. Moreover, the probability mass function (PMF), distribution function (CDF), quantile function (QF) and random numbers generation of the Bell Touchard and zero inflated Bell Touchard distribution are also provided.