Sentences with phrase «imputed data»

The second step involved a confirmatory factor analysis (CFA) using the multiply imputed data given the results from the EFA and examining the following goodness of fit statistics: Comparative Fit Index (CFI), Tucker - Lewis Index (TLI) and the Root Mean Square Error of Approximation (RMSEA).

Though advisory sentiment figures aren't available prior to the mid-1960's, imputed data suggest that additional instances likely include the two consecutive weeks of August 19, 1929 and August 26, 1929.

In summary, the meta - analysis of sequencing and imputed data examined 26.7 million variants in over 47,000 individuals of European ancestry.

The analyses were replicated for each of the five imputed data sets and the final coefficients and standard errors were merged using Rubin's Rules.

«However, when comparing ratios, I would caution that one needs to be careful of the source of data used, whether it is raw data or imputed data, whether the system boundaries — how far down the value chain you are looking — are analogously defined and input / output timelines.»

To test whether results were still significant under the assumption that data were missing at random, we conducted multiple imputation and ran our primary analyses across 10 imputed data sets, 37 adjusting for additional variance across imputations.

We undertook multiple imputation (MI) of predictor variables to assess the sensitivity of results to missing data using the chained regression method of MI to generate five imputed data sets.

However, the imputed data reveal the more expected associations: that starting smoking later is not associated with emotional strength and is negatively associated with both functional impairment and internalizing problems.

In the CMHI data, we found a number of differences when comparing complete - case analyses and analyses that use the multiply imputed data.

Imputed data were used in further analyses in SPSS.

Results are based on 20 imputed data sets.