NegLLCOMPBin: Negative Log Likelihood value of COM Poisson Binomial...

Description Usage Arguments Details Value References Examples

View source: R/COMPBin.R

Description

This function will calculate the negative log likelihood value when the vector of binomial random variables and vector of corresponding frequencies are given with the input parameters.

Usage

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NegLLCOMPBin(x,freq,p,v)

Arguments

x

vector of binomial random variables

freq

vector of frequencies

p

single value for probability of success

v

single value for v

Details

freq ≥ 0

x = 0,1,2,..

0 < p < 1

-∞ < v < +∞

NOTE : If input parameters are not in given domain conditions necessary error messages will be provided to go further

Value

The output of NegLLCOMPBin will produce a single numeric value

References

Borges, P., Rodrigues, J., Balakrishnan, N. and Bazan, J., 2014. A COM-Poisson type generalization of the binomial distribution and its properties and applications. Statistics & Probability Letters, 87, pp.158-166.

Available at: http://conteudo.icmc.usp.br/CMS/Arquivos/arquivos_enviados/BIBLIOTECA_113_NSE_90.pdf

Examples

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No.D.D=0:7         #assigning the random variables
Obs.fre.1=c(47,54,43,40,40,41,39,95)      #assigning the corresponding frequencies
NegLLCOMPBin(No.D.D,Obs.fre.1,.5,.03)     #acquiring the negative log likelihood value

Amalan-ConStat/R-fitODBOD documentation built on Oct. 1, 2018, 7:13 p.m.