Sentence examples for by estimating the conditional from inspiring English sources

Through two systematic PubMed search methods, the generic and specific term weightings were established by estimating the conditional probabilities of clinical terms given HCC.

We here demonstrated the usefulness of Gaussian graphical models and their ability to distinguish direct from indirect associations by estimating the conditional dependence between variables.

A neighborhood is the set of predictor variables corresponding to non-zero coefficients in a prediction model by estimating the conditional independence separately for each variable.

Traditional mean regression are concerned with estimating the conditional mean by using the L2-loss function.

After the studies above, we can conclude: Traditional mean regression are concerned with estimating the conditional mean by using the L2-loss function.

We use matching methods to control for a rich set of adolescent and family characteristics by estimating the treatment effects, conditional on unconfoundedness, of multiple personality traits at the same time (Wooldridge, Econometric Analysis of Cross Section and Panel Data, 2010).

(d) Define CBNs (G ^, P ^ 0 ) and (G ^, P ^ 1 ) by estimating the class-specific conditional probability tables P ^ 0 (G ^ | D 0 ) and P ^ 1 (G ^ | D 1 ) as in Eq. (2). 2. Prediction.

We find further support for this by estimating the effects of remittances conditional on migration status.

20 We will start off by estimating the propensity score, which is the conditional probability of each patient enrolling into the programme given their baseline characteristics, by using multivariate logistic regression.

Our application involved dividing the time axis into discrete intervals; the timing of the recurrence risk was studied by estimating the recurrence hazard rate, namely the conditional probability of manifesting recurrence in a time interval, given that the patient is clinically free of any recurrence at the beginning of the interval.

More specifically, we start by estimating the probability of being migrants conditional on the X variables using a probit model.