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Os03g0848300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Actin-related protein 2/3 complex subunit 4 (ARP2/3 complex 20 kDa subunit) (p20-ARC).
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = < th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27.55 | 0.247 | 11.2 | -0.752 | 0.778 | -0.613 | 0.319 | 1.3 | 0.0666 | 0.562 | 22.41 | 412 | -- | -- |
28.4 | 0.248 | 11.2 | -0.711 | 0.78 | -1.19 | 0.319 | -- | 0.0946 | 0.386 | 19.24 | 1950 | -- | -- |
27.81 | 0.246 | 11.2 | -0.776 | 0.791 | -0.62 | -- | 1.3 | 0.0614 | 0.537 | 22.73 | 349 | -- | -- |
28.67 | 0.249 | 11.2 | -0.712 | 0.771 | -1.22 | -- | -- | 0.0945 | 0.373 | 19.29 | 1903 | -- | -- |
58.13 | 0.355 | 11.2 | -0.928 | -- | -0.921 | -- | 1.15 | -0.0643 | -- | 26.96 | 883 | -- | -- |
37.08 | 0.285 | 11.2 | -0.433 | 0.778 | -- | 0.3 | -- | 0.195 | 0.362 | -- | -- | -- | -- |
37.47 | 0.287 | 11.2 | -0.445 | 0.777 | -- | -- | -- | 0.194 | 0.317 | -- | -- | -- | -- |
59.67 | 0.36 | 11.2 | -0.707 | -- | -0.986 | -- | -- | -0.0148 | -- | 26.32 | 896 | -- | -- |
39.4 | 0.294 | 11.2 | -- | 0.801 | -0.783 | -- | -- | 0.219 | 0.304 | 19.29 | 1903 | -- | -- |
75.43 | 0.406 | 11.2 | -0.419 | -- | -- | -- | -- | 0.206 | -- | -- | -- | -- | -- |
42.68 | 0.306 | 11.2 | -- | 0.771 | -- | -- | -- | 0.243 | 0.286 | -- | -- | -- | -- |
71.24 | 0.393 | 11.2 | -- | -- | -0.691 | -- | -- | 0.12 | -- | 26.3 | 877 | -- | -- |
80.06 | 0.418 | 11.2 | -- | -- | -- | -- | -- | 0.252 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 25.79 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 22 | 9 |
2 | 25.80 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
4 | 25.81 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 9 |
12 | 25.92 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
18 | 25.96 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
29 | 26.04 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
37 | 26.11 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
39 | 26.12 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
40 | 26.12 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 6 |
43 | 26.14 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
46 | 26.15 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
59 | 26.26 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
73 | 26.31 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 7 | 1 |
79 | 26.33 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
88 | 26.35 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
99 | 26.38 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 1 |
100 | 26.38 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 1 |
103 | 26.39 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
104 | 26.39 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
108 | 26.40 | wind | 9.0 | 43200 | < th | dose independent | rect. | 21 | 17 |
120 | 26.45 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 1 |
121 | 26.45 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 8 |
122 | 26.45 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 8 |
125 | 26.45 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 1 |
129 | 26.48 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
132 | 26.49 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 3 |
134 | 26.50 | wind | 3.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
135 | 26.50 | wind | 9.0 | 43200 | < th | dose independent | rect. | 3 | 11 |
139 | 26.51 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 9 |
140 | 26.51 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 14 |
144 | 26.51 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 9 |
158 | 26.55 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 2 |
162 | 26.55 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 14 |
163 | 26.56 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 8 |
167 | 26.56 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 23 | 14 |
172 | 26.58 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
179 | 26.59 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 12 |
185 | 26.60 | wind | 9.0 | 43200 | > th | dose independent | rect. | 21 | 17 |
197 | 26.62 | wind | 9.0 | 43200 | < th | dose independent | rect. | 7 | 7 |
202 | 26.62 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 3 | 11 |
204 | 26.62 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
227 | 26.65 | wind | 1.0 | 43200 | > th | dose dependent | sin | 8 | NA |
264 | 26.69 | wind | 9.0 | 43200 | < th | dose dependent | sin | 8 | NA |
266 | 26.70 | wind | 9.0 | 43200 | < th | dose independent | sin | 5 | NA |
277 | 26.70 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 21 |
280 | 26.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 3 |
282 | 26.71 | wind | 9.0 | 43200 | > th | dose independent | rect. | 3 | 11 |
283 | 26.71 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
284 | 26.71 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 3 |
291 | 26.72 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
305 | 26.72 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 22 |
310 | 26.73 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 19 |
329 | 26.75 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 14 |
337 | 26.76 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 3 |
338 | 26.76 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 5 |
340 | 26.76 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 3 |
348 | 26.77 | wind | 9.0 | 43200 | > th | dose independent | sin | 5 | NA |
374 | 26.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 5 |
376 | 26.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
390 | 26.81 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
391 | 26.81 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 19 |
415 | 26.84 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
420 | 26.84 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 14 |
466 | 26.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 5 |
471 | 26.87 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 11 | 16 |
500 | 26.90 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 19 | 2 |
538 | 26.93 | wind | 3.0 | 43200 | > th | dose independent | sin | 7 | NA |
587 | 26.96 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 3 | 4 |
620 | 26.98 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
627 | 26.98 | temperature | 25.0 | 720 | < th | dose dependent | sin | 16 | NA |
634 | 26.99 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
677 | 27.01 | wind | 7.0 | 43200 | > th | dose dependent | sin | 5 | NA |
684 | 27.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 21 |
687 | 27.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 16 | 22 |
689 | 27.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 23 |
691 | 27.02 | wind | 3.0 | 43200 | < th | dose independent | sin | 7 | NA |
706 | 27.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 20 |
707 | 27.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 20 |
723 | 27.03 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 12 | 3 |
774 | 27.05 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
835 | 27.08 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 3 | 4 |
887 | 27.10 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 15 |
951 | 27.13 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 12 |
964 | 27.14 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |