Sentence examples for given the sample data from inspiring English sources

Given the sample data, Bayesian Markov Chain Monte Carlo methods are used to estimate the system parameters and the predictive distributions of the usual performance measures.

Given the sample data, the discrete histogram classifier is given by (9).

Given the sample data (eq 2), the sample average of the responses at w i across the n(w i ) replications follows as Denote 4as the I × 1 vector of sample average responses at the I distinct design points.

Therefore, the model giving the smallest value of the code is to be considered the best model explaining the data given the sample size.

The more complex beta-binomial model was not supported by the data, given the sample size, while the nested, less complex binomial distribution was supported.

Given the sample size limitations of the data sets we considered, this overlap suggests that large effect eQTL tend to be nonrandomly concentrated in specific gene orthologues.

In general terms, the likelihood function is defined as: L = F Y, Model) = Π i=1 n  {p [y i, Model Parameters (x i )]} The probability (now called L, the likelihood) is predicted in the sample data, given the respective regression model.

We are only interested in the records that are unique in the population given that they are unique in the sample data set.

Details of the how the sample data were selected were given earlier.

In a typical pattern classification scenario the available data set D is finite and is defined as D = { ( x i, y i ) } i = 1 N, where x i ∈X; y i ∈Y and N refers to the size of the given sample data.

De Finetti's representation theorem relates rules for prediction, as functions of the given sample data, to Bayesian statistical analyses of those data, against the background of a statistical model.