Sentence examples for fully observed data from inspiring English sources

Lastly, data are considered missing not at random if missingness depends on the unseen value of that observation even after conditioning on fully observed data.

In general, the results showed that parameter inference with partially observed data is more difficult than the one with fully observed data, and to achieve good estimation accuracy, more observations with small observation intervals will be needed.

Mismatch accuracy also decreased when compared to accuracy on fully observed data.

We then estimated the calibration slope on individuals with fully observed data, individuals with imputed values and all individuals.

Under this parametric form assumption, if δ = 0, given the fully observed data, the mechanism causing the missing data of Y does not depend on Y, so that the missing data are MAR.

Estimation of Markov chain transition probabilities and rates from fully and partially observed data: uncertainty propagation, evidence synthesis, and model calibration.

The HSCRF is capable of learning rich hierarchical models with reasonable accuracy in both fully and partially observed data cases.

The model however cannot be fully tested with the observed data.

Additionally, LCA modeling requires sophisticated analytic techniques and software, and the full model or the hypothetical "true" state of disease cannot be fully tested with the observed data.

In the case of B-DNA when no unwinding was observed, data were normalized using a signal for a fully unwound duplex.

The study population for the analysis of observed data thus consisted of the 3709 persons who returned fully completed questionnaires on both occasions.