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Specifically, we looked at the squared error between the fitted probability of each student feeling there was enough time and that students response, based on the regression model with and without clustering by instructor.
Similarly, in the instructor analysis, we considered the squared error between the fitted probability of each instructor feeling there was enough time and that instructors response, both for the logistic regression model with institution random effects and that without.
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In particular, the fitted probability shows no substantial improvement before 15 experiences but sharply increases between 15 and 25 experiences.
The fitted probability function determines the reliabilities associated to the edges of the graph.
The fitted probability mass functions were normalized in order to represent them as fitted probability density functions (PDFs).
are the fitted probabilities.
Impose missing data in cprs0, onset, and distot for individuals with fitted probabilities falling in the top tenth of probabilities.
Impose missing data in cprs0 and onset for individuals with fitted probabilities falling in the top ninth of probabilities.
Distributions are derived using Arena's input analyzer, which fits probability distribution functions to the data.
For the purpose of comparing the geographical variability between the PND and GBPR, the probability of each GBPR farm having a Saf, Maf and Laf was calculated from the fitted predicted probabilities (see section on 'Extrapolating network data to the GBPR').
Absolute differences in coverage were also provided, comparing the probability fitted from multivariate regression models based on the observed data ("fitted probability") to the "predicted probability" extrapolated from the baseline trend (e.g., absolute differenceFeb2000 = [fitted probability]Feb2000 - [predicted probability]Feb2000).
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