Your English writing platform
Free sign upSuggestions(1)
Exact(2)
Following, the results as the average of the outcome of simulations of same setting Figure 6 compares the performance of DPC, SVAR and DBN, with error bars showing the range of results.
Thus the AUC is a weighted average of the outcome scores at each individual time point weighted by the time between the observations.
Similar(58)
For both, Leq and PNC, 5-min averages were temporally aligned to the 5-min averages of the outcome data and were determined if at least two-thirds of the values in a 5-min segment were available.
This epidemiologic approach estimates the average risk of the outcome of interest (infectious disease mortality) at the population level.
For primary analysis, the average level of the outcome variable (over 3 points in time) will be compared between the three treatment arms.
This difference is especially apparent for the U-shaped relation, where a 0.25-unit increase in the exposure led to a fall in the average level of the outcome, but a 1-unit increase led to a rise.
The concatenation of fixed effects was interpreted as the average development of the outcome, and was superimposed on the cross-sectional distributions of the outcome (shown as box-plots) in Figure 2. Whether the outcome remains the same over time was tested by a Wald test for the null hypothesis that all parameters of the fixed effects were the same.
Findings are presented as parameter estimates from the mixed effects models, interpretable as the change in the average level of the outcome of interest (conditional on the random effect) for every 1 unit increase in the predictor variable for continuous predictors, or as the difference in the outcome of interest between a level of a predictor and a reference level/group for categorical variables.
All analyses were performed within the framework of longitudinal mixed models, The general idea behind mixed models for longitudinal data analysis is that an adjustment is made for the correlated outcome observations within individuals over time by estimating either the differences in average values of the outcome and/or the differences in relationships with time-dependent covariates.
Q2 is calculated as:
The predicted outcome can be estimated as the average of the imputed outcomes.
Write better and faster with AI suggestions while staying true to your unique style.
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