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. 2024 Jun 24;10(13):e33480. doi: 10.1016/j.heliyon.2024.e33480

Table 2.

Example of predictive model to study a duration of sub-stage in impeller production.

Analysis of Variance
Model Summary
Source DF P-Value S R-sq R-sq(adj)
Regression 15 0,000 135,38 81,89 % 79,09 %
CTQ1 1 0,000 Regression Equation
CTQ2 1 0,053 Yi = f(CTQ1,CTQ2,CTQ3,CTQ4,CTQ5)
CTQ3 2 0,000
CTQ4 2 0,000
CTQ5 8 0,000

Legend.

•P-value = Assess the significance of association.

•S = Measured in the units of the response variable and represents how far the data values fall from the fitted values.

•R-sq = Percentage of variation in the response that is explained by the model.

•R-sq(adj) = Percentage of the variation in the response that is explained by the model, adjusted for the number of predictors in the model relative to the number of observations.

•DF = Measures the effect each observation has on the fitted values in a linear model.