ANN has a great advantage over other traditional multivariate methods in modeling linear and non-linear relationship between variables.
Box Behnken (BBD) and central composite rotatable designs (CCRD) were used as statistical multivariate methods in the formulation optimization of fullerene loaded nano-emulsions.
Under similar experimental conditions, Doehlert matrix (DM) and central composite rotatable design (CCRD) were used as statistical multivariate methods in the optimization of the anodic oxidation processes.
The proposed multivariate method contributes in the DSS module which is denoted in Figure 3 in the dashed box.
Using the multivariate method of CNAM in SVS, a total of 2,626,669 distinct segments were detected in the 26,362 samples.
The impact of experimental variables namely pH, weight of sorbent, volume of 4% Triton X-114, eluting solution, and sample volume have been investigated and optimized in multivariate method using design Expert 7.0 software for statistical data analysis.
Influence of various operational parameters such as pH, composite dose, and contact time for adsorption process, and also pH, composite dose, and degradation time for catalytic process were examined in multivariate method through response surface methodology (RS M based upon the central composite design (CCD) by design expert7 software.
In contrast, our multivariate method is able to assign directionality even in cases where both single gene phenotypes are non-zero, based on a straightforward vector algebra calculation.
Unlike many cell death assays, this method uses only two dyes that can be added to cells together without a washing step, requires minimal handling or optimization, and is easily analyzed using multivariate methods available in multiple commercial and open-source software packages to enable quantification of single cells.
