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Os02g0537900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Vacuolar-type H+-translocating inorganic pyrophosphatase (EC 3.6.1.1).
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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 = radiation,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.57 | 0.197 | 11.8 | 0.223 | 0.643 | 1.01 | 0.51 | -0.209 | 0.125 | 19.2 | 0.73 | 726 | -- | -- |
17.57 | 0.195 | 11.8 | 0.219 | 0.632 | 1.01 | 0.592 | -- | 0.123 | 19.3 | 0.6924 | 740 | -- | -- |
17.38 | 0.194 | 11.8 | 0.217 | 0.617 | 0.986 | -- | -0.794 | 0.134 | 20.1 | 0.7366 | 810 | -- | -- |
18.19 | 0.199 | 11.8 | 0.218 | 0.776 | 1.15 | -- | -- | 0.124 | 21.2 | 0.7338 | 957 | -- | -- |
22.55 | 0.222 | 11.8 | 0.147 | -- | 0.171 | -- | 0.000589 | 0.0918 | -- | 0.7366 | 810 | -- | -- |
20.22 | 0.211 | 11.8 | 0.125 | 0.308 | -- | -0.147 | -- | 0.0822 | 2.55 | -- | -- | -- | -- |
20.29 | 0.211 | 11.8 | 0.129 | 0.307 | -- | -- | -- | 0.0833 | 2.38 | -- | -- | -- | -- |
19.69 | 0.207 | 11.8 | 0.0831 | -- | 0.488 | -- | -- | 0.0947 | -- | 1.08 | 1738 | -- | -- |
19.64 | 0.206 | 11.8 | -- | 0.777 | 1.13 | -- | -- | 0.122 | 21.2 | 0.77 | 957 | -- | -- |
25.85 | 0.238 | 11.8 | 0.142 | -- | -- | -- | -- | 0.0908 | -- | -- | -- | -- | -- |
20.73 | 0.213 | 11.8 | -- | 0.309 | -- | -- | -- | 0.0689 | 2.39 | -- | -- | -- | -- |
19.69 | 0.207 | 11.8 | -- | -- | 0.565 | -- | -- | 0.0657 | -- | 1.001 | 1785 | -- | -- |
26.38 | 0.24 | 11.8 | -- | -- | -- | -- | -- | 0.0751 | -- | -- | -- | -- | -- |
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 | 16.08 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
2 | 16.16 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
5 | 16.95 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 17 |
9 | 16.98 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
17 | 17.08 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
26 | 17.20 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 10 | 3 |
27 | 17.20 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 10 |
39 | 17.33 | precipitation | 0.1 | 720 | < th | dose independent | sin | 9 | NA |
40 | 17.33 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 9 | NA |
43 | 17.34 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 19 |
53 | 17.40 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 5 |
56 | 17.41 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 16 | 20 |
65 | 17.46 | radiation | 1.0 | 720 | < th | dose dependent | sin | 11 | NA |
80 | 17.49 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 15 |
97 | 17.51 | humidity | 90.0 | 720 | > th | dose dependent | sin | 22 | NA |
104 | 17.53 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 19 | 19 |
107 | 17.54 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
117 | 17.56 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 20 |
122 | 17.57 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 19 | 9 |
126 | 17.57 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 2 |
133 | 17.58 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 4 |
134 | 17.58 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 12 |
137 | 17.59 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 4 |
140 | 17.59 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 6 |
141 | 17.59 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 10 |
168 | 17.63 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 8 |
171 | 17.63 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 8 |
174 | 17.63 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 18 |
177 | 17.64 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
178 | 17.64 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 10 |
184 | 17.65 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 10 |
191 | 17.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 4 |
192 | 17.66 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 6 |
194 | 17.66 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 12 |
197 | 17.66 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 6 |
199 | 17.66 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 12 |
203 | 17.67 | radiation | 1.0 | 720 | > th | dose independent | sin | 2 | NA |
204 | 17.67 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 1 |
206 | 17.67 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 4 |
213 | 17.67 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 4 |
224 | 17.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 1 |
225 | 17.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 10 |
230 | 17.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 1 |
232 | 17.68 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
235 | 17.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 10 |
239 | 17.69 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
242 | 17.69 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 12 |
248 | 17.69 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 20 | 23 |
261 | 17.70 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 19 | 16 |
273 | 17.71 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 10 |
290 | 17.72 | precipitation | 0.1 | 270 | < th | dose independent | sin | 4 | NA |
291 | 17.72 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
299 | 17.72 | radiation | 1.0 | 720 | < th | dose dependent | no | NA | NA |
300 | 17.72 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 4 | NA |
306 | 17.73 | precipitation | 0.1 | 270 | > th | dose independent | sin | 10 | NA |
309 | 17.73 | humidity | 90.0 | 720 | > th | dose independent | rect. | 6 | 18 |
310 | 17.73 | radiation | 1.0 | 720 | > th | dose independent | rect. | 16 | 23 |
338 | 17.74 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 4 | 23 |
339 | 17.74 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 22 | 23 |
340 | 17.75 | radiation | 1.0 | 720 | > th | dose independent | sin | 11 | NA |
341 | 17.75 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
343 | 17.75 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 4 |
344 | 17.75 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 6 |
352 | 17.75 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 4 |
354 | 17.75 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 6 |
361 | 17.75 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 1 | 23 |
362 | 17.76 | radiation | 1.0 | 720 | < th | dose independent | sin | 11 | NA |
371 | 17.76 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 9 | NA |
379 | 17.76 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 9 | 23 |
381 | 17.77 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 6 |
414 | 17.79 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 20 | 1 |
438 | 17.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 7 |
439 | 17.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 7 |
442 | 17.80 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 23 |
447 | 17.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 7 |
453 | 17.81 | humidity | 80.0 | 1440 | < th | dose independent | sin | 0 | NA |
459 | 17.81 | radiation | 1.0 | 720 | < th | dose independent | rect. | 20 | 23 |
475 | 17.82 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 10 |
476 | 17.82 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 7 | 10 |
480 | 17.82 | radiation | 1.0 | 720 | < th | dose independent | rect. | 22 | 23 |
494 | 17.83 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 18 | 13 |
506 | 17.83 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 5 | 16 |
510 | 17.84 | humidity | 80.0 | 1440 | > th | dose independent | sin | 23 | NA |
513 | 17.84 | radiation | 1.0 | 720 | < th | dose independent | no | NA | NA |
532 | 17.84 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 15 |
541 | 17.85 | radiation | 1.0 | 720 | > th | dose independent | no | NA | NA |
545 | 17.85 | radiation | 1.0 | 720 | > th | dose independent | rect. | 5 | 14 |
602 | 17.85 | humidity | 90.0 | 720 | > th | dose dependent | no | NA | NA |
621 | 17.86 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 8 |
664 | 17.87 | radiation | 1.0 | 720 | > th | dose independent | rect. | 18 | 23 |
665 | 17.87 | humidity | 90.0 | 720 | > th | dose dependent | sin | 14 | NA |
685 | 17.88 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 7 | 8 |
686 | 17.88 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 19 | 8 |
710 | 17.88 | radiation | 1.0 | 720 | > th | dose independent | rect. | 10 | 23 |
712 | 17.88 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 19 | 8 |
715 | 17.88 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 2 | 17 |
721 | 17.88 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 22 |
731 | 17.89 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 16 |
732 | 17.89 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 23 |
733 | 17.89 | radiation | 1.0 | 720 | < th | dose independent | rect. | 4 | 23 |
734 | 17.89 | radiation | 1.0 | 720 | < th | dose independent | rect. | 9 | 23 |
768 | 17.90 | radiation | 1.0 | 720 | < th | dose dependent | sin | 5 | NA |
781 | 17.90 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 17 |
799 | 17.91 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 7 |
822 | 17.91 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
863 | 17.92 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
917 | 17.94 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 1 | 3 |
923 | 17.94 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 14 |
934 | 17.94 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
939 | 17.94 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 19 | 12 |