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The propensity score was calculated as the probability based upon the final model.
The equation can then be solved explicitly to provide a point estimate of probability based upon the sum of the coefficients and the intercept.
Immigrants were identified as individuals assigned to a genetically identifiable population other than the one they were sampled in with ≥0.60 probability based upon Bayesian clustering with the program STRUCTURE (Pritchard et al. 2000; Carr et al. 2007b).
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Perform reproduction, i.e., select the best chromosomes with probabilities based upon its fitness function values.
Step 3: Apply the following operators: a. Perform reproduction, i.e., select the best chromosomes with probabilities based upon its fitness function values.
In order to test for differences in observed mortality between the replicates in the hatchery control treatment, as well as to test for differences in sampling frequency of farmed, hybrid and wild salmon within the hatchery control subsamples, chi-square (x 2 ) tests for given probabilities, based upon numbers, was performed.
Calibration of predicted versus observed probabilities based upon a 5% PC-594 positivity rate in both USA 1 controls under age 50 and USA2 controls resulted in Eavgs of 0.08 and 0.1, and Emaxs of 0.12 and 0.14, respectively, indicating reliable predictions (Additional file 4).
The entire syntactic chain occurs with a frequency over ten thousand times greater than could be expected by chance (based upon the relative probabilities of the component actions).
An effective probability based sampling design is critically important in epidemiological studies and is dependent upon knowing the probability of selection of all participants [ 40].
Each model parameter was assigned a unique probability distribution based upon published estimates of uncertainty.
After estimating over a grid of λ to calculate the LASSO path, this criterion finds the value of λ that minimizes the deviance of the complement of subsample k, i.e., where is the set of individuals not selected for subsample k, and is the predicted probability of based upon applied to the design matrix of the complement subsample.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com