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These ratios were obtained by exponentiating the model regression coefficients.
In fact, within each model, regression coefficients tended to be very similar across training datasets that included the line itself.
In addition, the PLS model regression coefficients resembled cell wall spectral peaks (Additional file 9) indicating that the model was based on cell wall chemistry.
This risk index was defined as a linear combination of gene-expression values weighted by their estimated univariate Cox model regression coefficients.
To efficiently apply the model, regression coefficients for covariates that are not of major interest and serve as confounding effects may be assumed to be independent of c or as having no interactions with the previous disease status.
The model regression coefficients indicate that the predictors with p-values < 0.05 are PM10 (p = 0.00003), the interaction between PM10 and wind (p = 0.00005), the interaction between PM10 and temperature (p = 0.0006), and soil moisture (p = 0.006).
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Logistic regression model; regression coefficient, standard error of estimate (SE), Wald test, odds ratio and 95% confidence interval (CI) (n = 2105).
To check the possibility of a chance correlation, 10 times shuffled activities were correlated to the variables, and the produced regression coefficients were compared with the developed model regression coefficient.
Table 5 Checking statistical values for three models Regression coefficients t Sig.
For linear longitudinal models, regression coefficients have the same interpretation regardless of how the correlation is modeled.
means that p > 0.05 In adjusted linear regression models, regression coefficients were mostly enhanced and hence health scores were lower than in unadjusted models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com