Source SS Df MS F Value p-valuea
x1 1290.96 1 1290.96 55.71 <0.0001+
x2 3.62 1 3.62 0.16 0.6982+
x3 4.44 1 4.44 0.19 0.6679+
x4 42.19 1 42.19 1.82 0.1972+
x1x2 22.61 1 22.61 0.98 0.3389
x1x3 5.66 1 5.66 0.24 0.6282
x1x4 0.81 1 0.81 0.035 0.8542
x2x3 41.86 1 41.86 1.81 0.1989
x2x4 12.46 1 12.46 0.54 0.4747
x3x4 217.12 1 217.12 9.37 0.0079+
x1^2 72.71 1 72.71 3.14 0.0968+
x2^2 298.81 1 298.81 12.90 0.0027+
x3^2 42.99 1 42.99 1.86 0.1933
x4^2 10.19 1 10.19 0.44 0.5174
aThe effects marked + were used to optimize the process.
Table 3: Analysis of variation for Response Surface Quadratic model for inulin yield % (before model reduction).