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Os07g0667000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Tubby-like protein 3.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.14 | 0.319 | 11.5 | -0.133 | 1.69 | 0.529 | 0.00697 | -0.966 | -0.188 | 7.29 | 25.01 | 4494 | -- | -- |
46.44 | 0.317 | 11.5 | 0.0988 | 1.69 | 0.44 | 0.0101 | -- | -0.142 | 7.28 | 24.65 | 4496 | -- | -- |
46.14 | 0.316 | 11.5 | -0.129 | 1.69 | 0.53 | -- | -0.983 | -0.182 | 7.28 | 25.3 | 4497 | -- | -- |
46.44 | 0.317 | 11.5 | 0.0928 | 1.68 | 0.437 | -- | -- | -0.145 | 7.29 | 24.54 | 4491 | -- | -- |
192.94 | 0.647 | 11.6 | -0.239 | -- | 0.66 | -- | -2.11 | -0.0401 | -- | 29.49 | 5729 | -- | -- |
52.19 | 0.339 | 11.5 | 0.25 | 1.68 | -- | -0.0144 | -- | -0.115 | 7.25 | -- | -- | -- | -- |
52.19 | 0.338 | 11.5 | 0.25 | 1.68 | -- | -- | -- | -0.115 | 7.25 | -- | -- | -- | -- |
194.98 | 0.65 | 11.5 | 0.142 | -- | 0.466 | -- | -- | -0.0987 | -- | 25.39 | 5722 | -- | -- |
46.67 | 0.318 | 11.5 | -- | 1.69 | 0.463 | -- | -- | -0.148 | 7.29 | 24.58 | 4495 | -- | -- |
202.09 | 0.664 | 11.5 | 0.28 | -- | -- | -- | -- | -0.0866 | -- | -- | -- | -- | -- |
53.84 | 0.343 | 11.5 | -- | 1.68 | -- | -- | -- | -0.143 | 7.24 | -- | -- | -- | -- |
194.84 | 0.65 | 11.5 | -- | -- | 0.437 | -- | -- | -0.117 | -- | 26.6 | 5710 | -- | -- |
204.15 | 0.667 | 11.5 | -- | -- | -- | -- | -- | -0.118 | -- | -- | -- | -- | -- |
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 | 42.82 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
5 | 43.68 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 2 |
10 | 43.97 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 17 | 11 |
11 | 44.01 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 3 |
16 | 44.14 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 11 |
26 | 44.50 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 11 |
30 | 44.56 | radiation | 20.0 | 90 | < th | dose independent | rect. | 4 | 9 |
32 | 44.59 | radiation | 30.0 | 270 | < th | dose independent | sin | 9 | NA |
37 | 44.66 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 23 | 10 |
41 | 44.71 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 3 | 4 |
46 | 44.77 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 12 |
53 | 44.81 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
57 | 44.84 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 22 |
68 | 44.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 20 | 10 |
71 | 44.92 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 21 |
72 | 44.92 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 22 |
75 | 44.93 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 23 |
76 | 44.95 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 13 |
77 | 44.95 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 10 | 14 |
78 | 44.95 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 10 | 14 |
81 | 44.96 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 17 | 11 |
82 | 44.97 | temperature | 20.0 | 720 | < th | dose independent | rect. | 4 | 3 |
89 | 45.00 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
94 | 45.01 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 20 |
95 | 45.01 | radiation | 1.0 | 90 | < th | dose independent | rect. | 5 | 23 |
97 | 45.01 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 20 |
102 | 45.03 | radiation | 10.0 | 720 | < th | dose independent | rect. | 3 | 4 |
104 | 45.03 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 16 | 3 |
106 | 45.05 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 1 |
107 | 45.05 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 16 | 3 |
119 | 45.08 | radiation | 10.0 | 720 | < th | dose independent | rect. | 20 | 11 |
120 | 45.08 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 5 | 23 |
123 | 45.09 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 15 | 4 |
133 | 45.13 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 10 |
134 | 45.13 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 10 |
136 | 45.14 | radiation | 30.0 | 270 | < th | dose independent | rect. | 2 | 12 |
145 | 45.16 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 5 |
156 | 45.19 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 9 |
166 | 45.25 | temperature | 25.0 | 270 | < th | dose independent | rect. | 9 | 4 |
177 | 45.29 | temperature | 25.0 | 270 | < th | dose independent | rect. | 8 | 6 |
194 | 45.34 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 9 | 19 |
200 | 45.36 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 2 |
203 | 45.36 | radiation | 10.0 | 720 | < th | dose independent | rect. | 19 | 13 |
213 | 45.39 | radiation | 40.0 | 270 | < th | dose dependent | sin | 7 | NA |
214 | 45.39 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 11 |
225 | 45.44 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 18 | 14 |
227 | 45.44 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 14 | 1 |
229 | 45.44 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 18 | 14 |
239 | 45.47 | radiation | 1.0 | 30 | > th | dose independent | rect. | 10 | 23 |
243 | 45.48 | temperature | 30.0 | 720 | < th | dose dependent | sin | 8 | NA |
249 | 45.49 | radiation | 40.0 | 10 | < th | dose independent | sin | 7 | NA |
269 | 45.53 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 21 |
289 | 45.58 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 11 |
291 | 45.58 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 15 | 21 |
295 | 45.60 | radiation | 20.0 | 720 | < th | dose independent | rect. | 16 | 1 |
316 | 45.64 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 7 | 5 |
329 | 45.66 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 7 | 21 |
335 | 45.68 | temperature | 30.0 | 90 | < th | dose independent | rect. | 9 | 19 |
337 | 45.68 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 2 | 11 |
338 | 45.69 | temperature | 25.0 | 270 | < th | dose independent | rect. | 9 | 2 |
345 | 45.70 | wind | 7.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
348 | 45.70 | radiation | 1.0 | 90 | < th | dose independent | rect. | 12 | 16 |
362 | 45.71 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 16 | 11 |
364 | 45.72 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 11 |
371 | 45.73 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 12 |
375 | 45.73 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 12 |
376 | 45.73 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 22 |
382 | 45.74 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 12 |
407 | 45.77 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 3 |
412 | 45.77 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 17 | 11 |
420 | 45.78 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 11 |
426 | 45.79 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 4 |
434 | 45.80 | radiation | 1.0 | 270 | > th | dose dependent | sin | 7 | NA |
436 | 45.80 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 12 | 16 |
438 | 45.81 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 7 | 12 |
452 | 45.81 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 22 |
455 | 45.82 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 10 | 21 |
459 | 45.82 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 10 | 21 |
461 | 45.83 | radiation | 30.0 | 90 | < th | dose independent | rect. | 4 | 5 |
467 | 45.83 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 11 |
485 | 45.85 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 15 | 4 |
510 | 45.88 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 10 |
516 | 45.89 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 20 |
531 | 45.91 | wind | 7.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
544 | 45.92 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
549 | 45.92 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 15 | 13 |
576 | 45.96 | humidity | 70.0 | 90 | > th | dose independent | rect. | 4 | 5 |
608 | 45.98 | radiation | 1.0 | 30 | < th | dose independent | sin | 12 | NA |
620 | 45.98 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 23 | 17 |
634 | 45.99 | wind | 7.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
646 | 46.00 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 4 | 3 |
687 | 46.01 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 8 | 10 |
711 | 46.02 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 19 |
746 | 46.02 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 19 |
754 | 46.03 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
766 | 46.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 13 |
786 | 46.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 13 |
793 | 46.05 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 16 | NA |
820 | 46.06 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 12 | 14 |
826 | 46.07 | radiation | 40.0 | 10 | > th | dose independent | rect. | 9 | 3 |
833 | 46.07 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 16 | 7 |
858 | 46.07 | temperature | 25.0 | 4320 | > th | dose dependent | sin | 22 | NA |
883 | 46.08 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 6 | 14 |
899 | 46.08 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 20 |
932 | 46.10 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 11 |
987 | 46.12 | wind | 9.0 | 720 | < th | dose independent | rect. | 12 | 10 |
991 | 46.12 | radiation | 20.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
1000 | 46.12 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 3 | 5 |