NegLLMultiBin | R Documentation |
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.
NegLLMultiBin(x,freq,p,theta)
x |
vector of binomial random variables. |
freq |
vector of frequencies. |
p |
single value for probability of success. |
theta |
single value for theta parameter. |
freq ≥ 0
x = 0,1,2,..
0 < p < 1
0 < theta
The output of NegLLMultiBin
will produce a single numeric value.
Johnson, N. L., Kemp, A. W., & Kotz, S. (2005). Univariate discrete distributions (Vol. 444). Hoboken, NJ: Wiley-Interscience.
L. L. Kupper, J.K.H., 1978. The Use of a Correlated Binomial Model for the Analysis of Certain Toxicological Experiments. Biometrics, 34(1), pp.69-76.
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: doi: 10.1080/03610928508828990.
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 NegLLMultiBin(No.D.D,Obs.fre.1,.5,3) #acquiring the negative log likelihood value
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