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 | NegLLCOMPBin(x,freq,p,v)
|
x |
vector of binomial random variables. |
freq |
vector of frequencies. |
p |
single value for probability of success. |
v |
single value for v. |
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.
The output of NegLLCOMPBin
will produce a single numeric value.
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
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
NegLLCOMPBin(No.D.D,Obs.fre.1,.5,.03) #acquiring the negative log likelihood value
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