Sentences with phrase «full information maximum»

All the models were estimated by using a full information maximum likelihood estimator.

The impact of nonnormality on full information maximum - likelihood estimation for structural equation models with missing data

The performance of the full information maximum likelihood estimator in multiple regression models with missing data

In the APIM analyses, missing data were handled using Full Information Maximum Likelihood estimation in Mplus Version 7.3 (Muthén & Muthén, 2007).

Full information maximum likelihood estimation was used to account for the small number of missing values.

Missing data were handled using full information maximum likelihood.

Full information maximum likelihood (FIML) was used to estimate the parameters in the model, allowing available data from participants with missing values on some of the variables to be included in the analyses.

This lack of differences and associated small effect sizes, the low rate of attrition, and our data analytic approach (full information maximum likelihood estimation), which permitted inclusion of cases with missing data, suggest that missing data likely had a limited impact on our findings.

Missing data for specific time points and from loss to follow - up will be dealt with through multivariate multiple imputation or full information maximum likelihood methods as appropriate.

Full information maximum likelihood estimation, which is one of the most recommended procedures for handling missing values with the pattern of Missing at Random (see Schlomer et al., 2010, for a simulation study), was used in subsequent analyses.

Not exact matches

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The principal components contain maximum information in the sense that the full set of proxies can be reproduced as closely as possible, given only the values of the new variables (Johnson and Wichern 2002, Suppl.

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Analyses were conducted with an adjustment for non-normality using full - information maximum - likelihood estimation, which is considered a viable strategy for addressing missing data [37, 38].

To deal with missing values in LTA, full - information maximum likelihood was used.

Note: The correlations were computed from a confirmatory factor analysis performed with full - information maximum likelihood (FIML) estimation in AMOS 5.0.