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Each model was evaluated using the following criteria - adjusted R2, within-sample correlation, correlation with out-of-sample values, MAE of estimated and observed values, and the percentage of model versus observed residuals that were above 5% (i.e. residuals above 5 VAS points for the Raw VAS models and residuals above 0.05 for the Rescaled models).
Our selection of a latent variable including only first-order correlation (correlation with the previous time point) is rather arbitrary, but seems reasonable on scientific grounds in that there may be environmental factors which are very similar in proximate months.
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For the autism group, the 6-GSI was found to strongly and very significantly correlate with the total ATEC (r = 0.60, p < 0.001); see Figure 3. Due to this strong correlation, correlations with the ATEC subscales were also determined and are listed in Table 13.
Partial correlations (correlations with the values of other potentially confounding variables held constant) were then conducted between haemoglobin level and the FACT-An and FACT-F scales and the SF-36 domains to investigate further the relationship between haemoglobin level and QoL.
Compared with some existing correlations, the new correlations correlated better with experimental values.
Fig. 4 Overall average correlation and correlation with confidence interval for each study correlating Chinese and English decoding.
Fig. 5 Overall average correlation and correlation with confidence interval for each study correlating Chinese and English morphological awareness.
Fig. 2 Overall average correlation and correlation with confidence interval for each study correlating Chinese and English phonological awareness.
Fig. 3 Overall average correlation and correlation with confidence interval for each study correlating Chinese and English vocabulary.
These two have some degree of correlation, with a correlation value of r = −0.34.
These two have a very strong degree of correlation, with a correlation value of r = −0.89.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com