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Os06g0147600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical protein.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
260.45 | 0.758 | 3.09 | -0.559 | 0.335 | 0.438 | -0.669 | -1.4 | -0.321 | 3.63 | 25.3 | 166 | -- | -- |
264.94 | 0.758 | 3.05 | -0.164 | 0.322 | 0.427 | -0.0545 | -- | -0.202 | 4.17 | 25.51 | 320 | -- | -- |
261.3 | 0.753 | 3.08 | -0.474 | 0.342 | 0.448 | -- | -1.12 | -0.306 | 3.33 | 25.4 | 164 | -- | -- |
264.76 | 0.758 | 3.05 | -0.177 | 0.285 | 0.449 | -- | -- | -0.208 | 4.68 | 25.5 | 401 | -- | -- |
264.83 | 0.758 | 3.08 | -0.447 | -- | 0.39 | -- | -1.18 | -0.284 | -- | 25.48 | 448 | -- | -- |
272.55 | 0.774 | 3.01 | -0.0448 | 0.114 | -- | 0.105 | -- | -0.0208 | 22.4 | -- | -- | -- | -- |
272.59 | 0.773 | 3.01 | -0.0494 | 0.113 | -- | -- | -- | -0.0214 | 22.8 | -- | -- | -- | -- |
267.34 | 0.762 | 3.04 | -0.135 | -- | 0.324 | -- | -- | -0.15 | -- | 25.5 | 480 | -- | -- |
265.54 | 0.759 | 3.04 | -- | 0.268 | 0.425 | -- | -- | -0.181 | 4.6 | 25.5 | 401 | -- | -- |
273.38 | 0.773 | 3.01 | -0.0471 | -- | -- | -- | -- | -0.0207 | -- | -- | -- | -- | -- |
272.65 | 0.772 | 3.01 | -- | 0.113 | -- | -- | -- | -0.0159 | 22.8 | -- | -- | -- | -- |
267.8 | 0.762 | 3.04 | -- | -- | 0.309 | -- | -- | -0.128 | -- | 25.5 | 479 | -- | -- |
273.44 | 0.772 | 3.01 | -- | -- | -- | -- | -- | -0.0155 | -- | -- | -- | -- | -- |
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 | 245.82 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
2 | 245.90 | temperature | 25.0 | 30 | > th | dose independent | rect. | 24 | 1 |
6 | 246.02 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
9 | 246.02 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
13 | 246.02 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
23 | 246.02 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
24 | 246.02 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
44 | 246.02 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 23 |
47 | 246.02 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 1 |
54 | 246.52 | wind | 3.0 | 30 | < th | dose independent | rect. | 24 | 1 |
55 | 246.54 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 24 | 1 |
57 | 246.74 | wind | 5.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
60 | 246.83 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 20 | 1 |
61 | 246.83 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 21 | 1 |
73 | 246.83 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 20 | 1 |
74 | 246.83 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 21 | 1 |
106 | 246.98 | wind | 7.0 | 30 | < th | dose independent | rect. | 24 | 1 |
109 | 246.98 | temperature | 30.0 | 30 | < th | dose independent | rect. | 24 | 1 |
110 | 246.98 | humidity | 50.0 | 30 | > th | dose independent | rect. | 24 | 1 |
113 | 246.98 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 24 | 1 |
114 | 246.98 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 1 |
119 | 246.98 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 24 | 1 |
120 | 246.98 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 23 |
121 | 246.98 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
126 | 246.98 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 24 | 1 |
131 | 247.15 | wind | 1.0 | 30 | > th | dose independent | rect. | 24 | 1 |
133 | 247.24 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
136 | 247.36 | humidity | 90.0 | 30 | < th | dose independent | rect. | 24 | 1 |
139 | 247.46 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
143 | 247.67 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
145 | 247.85 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
152 | 248.82 | wind | 1.0 | 90 | < th | dose dependent | rect. | 20 | 1 |
163 | 250.30 | temperature | 25.0 | 90 | > th | dose independent | rect. | 23 | 3 |
171 | 250.62 | wind | 1.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
202 | 252.69 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
243 | 254.85 | temperature | 25.0 | 90 | > th | dose independent | rect. | 23 | 7 |
250 | 255.19 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 1 | 23 |
252 | 255.29 | temperature | 25.0 | 270 | > th | dose independent | rect. | 20 | 14 |
255 | 255.40 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 1 | 23 |
256 | 255.40 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 1 | 23 |
257 | 255.45 | temperature | 25.0 | 270 | > th | dose independent | sin | 10 | NA |
259 | 255.63 | wind | 1.0 | 90 | < th | dose independent | rect. | 20 | 1 |
262 | 255.63 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 21 | 11 |
268 | 255.78 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 23 |
274 | 255.89 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 21 | 9 |
313 | 256.98 | temperature | 25.0 | 90 | > th | dose independent | rect. | 23 | 11 |
318 | 257.14 | temperature | 25.0 | 270 | > th | dose dependent | sin | 11 | NA |
327 | 257.27 | temperature | 25.0 | 270 | < th | dose independent | sin | 10 | NA |
442 | 259.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 1 | 23 |
457 | 260.18 | temperature | 25.0 | 270 | > th | dose independent | rect. | 16 | 22 |
473 | 260.55 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 20 |
477 | 260.59 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 12 |
478 | 260.59 | temperature | 25.0 | 270 | > th | dose independent | rect. | 13 | 22 |
484 | 260.62 | temperature | 30.0 | 720 | > th | dose independent | rect. | 13 | 2 |
493 | 260.70 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 15 | 18 |
510 | 260.90 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 19 | 6 |
515 | 260.93 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 23 |
551 | 261.22 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 17 |
553 | 261.23 | temperature | 25.0 | 270 | < th | dose independent | rect. | 7 | 23 |
556 | 261.25 | temperature | 25.0 | 270 | < th | dose independent | rect. | 15 | 20 |
557 | 261.26 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 12 |
573 | 261.32 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 23 |
588 | 261.40 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 9 | 1 |
596 | 261.43 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 19 |
607 | 261.48 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 21 |
617 | 261.50 | temperature | 25.0 | 270 | < th | dose independent | rect. | 12 | 23 |
619 | 261.51 | temperature | 25.0 | 270 | > th | dose independent | rect. | 8 | 17 |
643 | 261.59 | temperature | 25.0 | 270 | > th | dose independent | rect. | 5 | 21 |
653 | 261.63 | temperature | 25.0 | 270 | > th | dose independent | rect. | 19 | 23 |
669 | 261.72 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 17 | 17 |
675 | 261.76 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 19 | 6 |
685 | 261.80 | wind | 1.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
691 | 261.82 | temperature | 25.0 | 270 | > th | dose independent | no | NA | NA |
718 | 261.94 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 14 |
834 | 262.31 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 1 |
858 | 262.38 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 5 |
863 | 262.40 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 22 |
873 | 262.44 | temperature | 25.0 | 270 | < th | dose independent | no | NA | NA |
892 | 262.51 | temperature | 25.0 | 1440 | > th | dose independent | sin | 13 | NA |
917 | 262.58 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 23 | 1 |
930 | 262.63 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 21 | 4 |
949 | 262.72 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
996 | 262.91 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 8 | 19 |