Sentence examples for based on observed distributions from inspiring English sources
Alternatively, one could draw multiple imputations based on observed distributions of the covariates and outcomes in the derivation dataset, and apply the same set of imputation models to the validation dataset (approach V2 in Table 7).
Exposures in EU countries without recent data are estimated from neighbouring countries (modelled results not based on observed distributions are given in parenthesis).
While we speculate that a monosynaptic connection may exist between the transfected neurons in central thalamus and zona incerta based on observed distributions of EYFP axons (see subsection "Cortical inhibition driven by central thalamus stimulation depends on evoked incertal activity"), previous tracing studies have failed to identify significant input to zona incerta from intralaminar nuclei.
Ezard et al. [9] recommended a greater focus on transient dynamics and, in particular, a focus on matrix properties decoupled from the assumption of SSDs e.g. by using analyses based on observed stage distributions.
We imputed values of missing covariates (≤ 5%) at random based on observed probability distributions.
Values of missing covariates were imputed at random based on observed probability distributions (< 2% missing) or on prediction models using nonmissing variables (≥ 2% missing).
In this study, a new framework is proposed for establishing empirical fragility models for groups of structures based on observed damage distribution.
Refined compartmental assignments (Data S4) were performed using a classification tree based on observed subcellular distribution (Figure 6) and marker-'free' by means of robust k-medoids clustering (PAM, partitioning around medoids).
The subsequent determination of shipment size and frequency is based on observed shipment size distributions.
Based on observed P value distributions there was a two- to sixfold greater number of these variants than expected by chance.
Field estimation is the construction of an estimate of how a certain parameter varies in space and time, i.e., an estimate of its spatio-temporal distribution, based on observed or sampled data.
