Description Usage Arguments Details Value References Examples
This function will calculate the negative log likelihood value when the vector of binomial random variable and vector of corresponding frequencies are given with the input parameters.
1 | NegLLLMBin(x,freq,p,phi)
|
x |
vector of binomial random variables. |
freq |
vector of frequencies. |
p |
single value for probability of success. |
phi |
single value for phi parameter. |
freq ≥ 0
x = 0,1,2,..
0 < p < 1
0 < phi
The output of NegLLLMBin
will produce a single numeric value.
Elamir, E.A., 2013. Multiplicative-Binomial Distribution: Some Results on Characterization, Inference and Random Data Generation. Journal of Statistical Theory and Applications, 12(1), pp.92-105.
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
NegLLLMBin(No.D.D,Obs.fre.1,.5,3) #acquiring the negative log likelihood value
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