Sentence examples for models with missing from inspiring English sources

"Using link-preserving imputation for logistic partially linear models with missing covariates", Computational Statistics and Data Analysis, 101, 174-185.

Therefore, it is necessary to study error-in-variables models with missing response.

To allow further analysis of that time-course, the missing data were imputed using the theory of state space models with missing observations [60].

However, arguments around preemptive pharmacogenetic testing are often complex and based on models with missing information; we concur that further research is needed to inform the case.

All subjects were included in the final models with missing covariate values imputed using linear regression (with covariates for age and region), if applicable.

47 48 If multiple imputations are used, as a sensitivity analysis, the obtained PLR results will be compared with the original PLR models with missing data.

We consider a two-period model with missing assets and missing market links, in which money plays a central role and is linked to every instrument in the economy.

The developed approaches are applied to Poisson regression model with missing outcomes based on auxiliary outcomes and a validated sample for true outcomes.

This paper examines the problem of identification and inference on a conditional moment condition model with missing data, with special focus on the case when the conditioning covariates are missing.

Applying the missing data methods presented in Section 3, we derive some estimation procedures for the Poisson regression model with missing outcomes based on auxiliary outcomes and a validated sample for true outcomes.

Applying the developed missing data methods, we derive the estimation procedures for Poisson regression model with missing outcomes based on auxiliary outcomes and a validated sample for true outcomes.