NegLLBetaCorrBin: Negative Log Likelihood value of Beta-Correlated Binomial...
In Amalan-ConStat/R-fitODBOD: Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD

Description Usage Arguments Details Value References Examples

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.

1	NegLLBetaCorrBin(x,freq,cov,a,b)

`x`	vector of binomial random variables
`freq`	vector of frequencies
`cov`	single value for covariance
`a`	single value for alpha parameter
`b`	single value for beta parameter

freq ≥ 0

x = 0,1,2,..

-∞ < cov < +∞

0 < a,b

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

The output of NegLLBetaCorrBin will produce a single numeric value

Paul, S.R., 1985. A three-parameter generalization of the binomial distribution. Communications in Statistics - Theory and Methods, 14(6), pp.1497-1506.

Available at: http://www.tandfonline.com/doi/abs/10.1080/03610928508828990 .

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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
NegLLBetaCorrBin(No.D.D,Obs.fre.1,0.001,9.03,10)     #acquiring the negative log likelihood value