Table 4.
Model |
|||||
---|---|---|---|---|---|
Item, nmol/g | Equation | λ | RMSE | Adjusted R2 | P-value |
IP61 | y = 8,829 − 2,4618x + 38,375x2 − 5,888v + 1,030v2 + 18,225xv − 28,144x2v − 3,389xv2 + 5,162x2v2 | 0.195 | 30.9 | 0.99 | <0.0001 |
IP51 | y = 566 − 281v + 46.6v2 | −0.647 | 1.77 | 1.00 | <0.0001 |
IP41 | y = 521 − 251v + 41.7v2 | −0.689 | 1.60 | 1.00 | <0.0001 |
IP31 | y = − 914 + 15,421v − 24,186v2 + 1,186x − 284v2 − 13,409xv + 20,950x2v + 2746xv2 − 4,240x2v2 | 0.362 | 24.7 | 0.95 | <0.0001 |
∑ IP6-IP31 | y = 9,371 + 414x + 1,658x2 − 5709v + 955v2 − 436xv | 0.194 | 47.1 | 1.00 | <0.0001 |
Inositol, μ mol/g | y = − 291 + 2,179x − 3546x^2} + 237v − 52.9v2 − 1,721xv + 2,902x2v + 385xv2 − 648x2v2 | 1.69 | 0.87 | <0.0001 |
Means (x) were transformed and using the Box-Cox platform in JMP v. 14. Equations and RMSE were determined using the refit transformed data and best λ.