Sentence examples for model specifications by from inspiring English sources

We have taken special care in comparing estimates from alternative model specifications by retaining the same dependent variable.

Further, we assess the implications of using alternative model specifications by comparing our multi-sectoral model with a simpler benchmark that ignores sector-specific attributes of the various job opportunities.

[For a further discussion on natural splines and choice of df, see Ramsay et al. (2003).] We completed the model specification by assuming that the variance of the mortality counts is equal to the expected value.

Because the present study did not aim to offer factor structures that conformed to the data with the most optimal goodness-of-fit, we preserved the original model specifications proposed by Dunbar et al. (2000); therefore, no model revisions were performed.

As suggested, the goodness of fit of competing model specifications was evaluated by comparing the mean absolute error, mean squared error, and R2 scores [8].

To address whether estimated effects are valid and whether they are strongly influenced by different model specifications during the modeling process, we conducted a series of sensitivity analyses in two areas.

Model specifications can affect power by impacting the covariation between the pollutant of interest and other variables in the model.

Furthermore, although GLM model specifications could be informed by the data (Blough et al., 1999), the estimation for the link and variance and the incorporation of the uncertainty from this estimation (including underlying heteroscedasticity) in the final parameter estimates is rarely done; for an exception see the Extended Estimating Equations approach in Basu and Rathouz (2005).

One of the main features of FLAME is that it automatically generates parallel or serial executable code for the model specification defined by the user (in XML format).

Item Outfit or Infit MNSQ values of about 1 are ideal by Rasch model specifications, and indicate local independence.

The results were also not materially affected by using model specifications that compared the change in road casualties within 20 mph zones with that on other minor roads (which are similar in type to the roads within 20 mph zones).