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 .
1 2 3 4 | 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
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