Sentence examples for by estimating a model from inspiring English sources

Finally, the effect of each condition and the additional effect of each pair of conditions were examined by estimating a model, including the main effect of each condition and the interactions between each pair as well as all covariates.

We started by estimating a model with longitudinal paths connecting all assessments within each of the two outcome measures at all time-points, but no causal paths between general health and overall QoL.

We tested this alternative explanation by estimating a model in which we added to Model 2 in Table  2 all necessary two-way interactions between gender and the antecedents and, as focal variables, all three-way interactions between a particular antecedent variable, developmental status, and gender (results not shown).

Assuming normality of the error term u we can (up to scale) identify the parameters of the model by estimating a probit model by maximum likelihood.

This kind of decision making process can be modeled by estimating a probit-model for the probability that an individual makes any health care expenses followed by an ordinary least squares (OLS) regression applied only to the subsample of people with nonzero expenditures to estimate the coefficients of the positive levels of OOP payments (two-part model, 2 PM).

Based on these observations, they explicitly distinguish between low and high stress regimes by estimating a threshold model.

In contrast we do so by estimating a duration model for the probability of entering unemployment from employment, which depends on worker observed and unobserved characteristics.

After gauging if there are any differences in work injury and fatality rates by nativity during this time period of intensive immigration, we look at how the recession may have impacted such differences by estimating a similar model by OLS.

We start by estimating a probit model to predict the likelihood of being a returnee based on age, gender and province of birth, and then we match individuals based on treatment status.

Thus we begin by estimating a baseline model that restricts the effect of absenteeism to be the same for team workers and non-team workers and in small and large firms.

Crude odds ratios were calculated by bivariate analyses, and then adjusted by estimating a multivariate model.