Sentence examples for using a multinomial distribution from inspiring English sources
We illustrate the method with a target distribution that models the hydrogen bonding network using a multinomial distribution.
In the previous study, random contingency tables (rCT) were generated around the sample CT using a multinomial distribution [9].
In each iteration, the (complex) reference distribution is approximated using a simple probability distribution; we illustrate the method by using a multinomial distribution, whose parameters are estimated by maximum likelihood estimation in each iteration, using the conformations generated in the previous iteration.
Fisher's exact t-test using a multinomial distribution was used to check differences in motor performance between the study group and the distribution in the normal population.
The likelihood of the data can then be described using a multinomial distribution with probability parameters p11, p d and p00, respectively.
For genotypes in which both of the parental alleles were observed or less than five reads were aligned, we calculated the probability of a certain read count ratio to result from homozygous or heterozygous genotypes by using a multinomial distribution.
If we denote n i the number of distinct values taken by the variable z i, we can then use a multinomial distribution that consists of one drawn on n i values with probabilities λ hi 1,…, λ hin i, where λ hin i = 1 − ∑ l =1 n i −1 λ hil.
An item-response model was fitted to these item scores using a multinomial response-distribution.
We carried out a Bayesian analysis of contingency tables in the line of Jamil et al. (2015), using a joint multinomial distribution as distribution.
The preference scales analysis was done by a Bayesian analysis of contingency tables in the line of Tahira Jamil, Morey, Love, Marsman, and Wagenmakers (2017), using a joint multinomial distribution as prior distribution.
"This estimation is done using a multinomial logit framework with past test scores, demographics and socioeconomic characteristics as explanatory variables".
