Table II.
Results of Partial Least Square Regression Analysis for Predicting the Drug, Phospholipid, and Stearylamine Percentages as well as Percentages of Drug Released After 1 and 8 h Using Three PLS Factors
Tenofovir (%) | Phospholipon (%) | Stearylamine (%) | Q 1hour (%) | Q 8hours (%) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Cal. | Val. | Cal. | Val. | Cal. | Val. | Cal. | Val. | Cal. | Val. | |
Slope | 0.9822 | 0.9633 | 0.9959 | 0.9851 | 0.9958 | 0.9886 | 0.9734 | 0.9681 | 0.9918 | 0.9854 |
Offset | 0.0987 | 0.2026 | 0.2145 | 0.7898 | 0.0385 | 0.1112 | 0.2769 | 0.3181 | 0.3244 | 0.5552 |
Correlation (R 2) | 0.9910 | 0.9870 | 0.9979 | 0.9965 | 0.9979 | 0.9964 | 0.9866 | 0.9808 | 0.9959 | 0.9936 |
RMSE | 0.3691 | 0.4448 | 0.3077 | 0.4046 | 0.1967 | 0.2569 | 0.7679 | 0.9186 | 1.2359 | 1.5477 |
SE | 0.3787 | 0.4563 | 0.3157 | 0.4151 | 0.2018 | 0.2635 | 0.7879 | 0.9423 | 1.2680 | 1.5877 |
Bias | 1.4e−7 | −0.001 | 21.5e−6 | −0.004 | −4.3e−7 | 0.005 | −7.15e−8 | −0.014 | 9.5e−7 | −0.027 |
Cal. calibration, Val. validation, Q 1hour and Q 8hours percentages of drug released after 1 and 8 h, respectively, RMSE root mean square error, SE standard error