Description Usage Arguments Value Examples
Create variance dispesion graphs (VDGs) for response surface designs in spherical regions.
1 2 3 |
design.matrix, design.matrix.2, design.matrix.3 |
Data frames of design points to be compared in coded or uncoded units. There should be one column for each factor in the design, and one row for each run in the design. The maximum number of factors is 7. |
des.names |
A vector of descriptive names for designs in character strings. |
scale |
Design points are scaled by a factor equal to the square root of the number of factors divided by the maximum of radii across the set of design points. This factor makes two or more designs comparable by scaling the maximum design point radius to be the square root of the number of factors. |
add.pts |
Generate scaled prediction variances of random design points in the VDG. By default |
label |
The default is "ON" meaning that all legends will be appeared, and if it is "OFF", legends will be removed. |
spv
is called to generate the Variance Dispersion Graph(s) and a table of the minimum, maximum, and average of scaled prediction variances.
1 2 3 |
$design.1
Radius max.V min.V average.V
[1,] 0.0000000 3.586207 3.586207 3.586207
[2,] 0.1237179 3.569893 3.568801 3.569236
[3,] 0.2474358 3.537993 3.520528 3.527488
[4,] 0.3711537 3.541630 3.453215 3.488452
[5,] 0.4948717 3.666010 3.386575 3.497943
[6,] 0.6185896 4.030423 3.348208 3.620103
[7,] 0.7423075 4.788240 3.373600 3.937399
[8,] 0.8660254 6.126915 3.506119 4.550627
[9,] 0.9897433 8.267984 3.797022 5.578907
[10,] 1.1134612 11.467067 4.305450 7.159685
[11,] 1.2371791 16.013865 5.098429 9.448734
[12,] 1.3608971 22.232161 6.250872 12.620153
[13,] 1.4846150 30.479823 7.845576 16.866369
[14,] 1.6083329 41.148800 9.973224 22.398131
[15,] 1.7320508 54.665124 12.732386 29.444519
$design.2
Radius max.V min.V average.V
[1,] 0.0000000 8.000000 8.000000 8.000000
[2,] 0.1237179 7.936254 7.936237 7.936247
[3,] 0.2474358 7.749747 7.749470 7.749637
[4,] 0.3711537 7.454669 7.453266 7.454110
[5,] 0.4948717 7.074671 7.070236 7.072903
[6,] 0.6185896 6.642864 6.632035 6.638548
[7,] 0.7423075 6.201820 6.179365 6.192871
[8,] 0.8660254 5.803570 5.761970 5.786991
[9,] 0.9897433 5.509607 5.438639 5.481323
[10,] 1.1134612 5.390883 5.277206 5.345577
[11,] 1.2371791 5.527810 5.354549 5.458758
[12,] 1.3608971 6.010263 5.756592 5.909163
[13,] 1.4846150 6.937574 6.578300 6.794387
[14,] 1.6083329 8.418537 7.923687 8.221317
[15,] 1.7320508 10.571407 9.905808 10.306135
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