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Os11g0523700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Transcription factor ICE1 (Inducer of CBF expression 1) (Basic helix- loop-helix protein 116) (bHLH116) (AtbHLH116).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
170.86 | 0.614 | 3.41 | -1.09 | 0.594 | -0.785 | -0.746 | 3.55 | -0.319 | 0.507 | 21.2 | 2787 | -- | -- |
184.83 | 0.633 | 3.53 | -1.21 | 0.599 | -1.87 | -0.588 | -- | -0.43 | 0.669 | 18.4 | 10040 | -- | -- |
172.73 | 0.612 | 3.4 | -1.02 | 0.582 | -0.738 | -- | 3.7 | -0.301 | 0.607 | 21.2 | 3051 | -- | -- |
180.22 | 0.625 | 3.47 | -0.451 | 0.612 | -2.27 | -- | -- | -0.183 | 23.8 | 17.6 | 21727 | -- | -- |
193.73 | 0.648 | 3.38 | -0.976 | -- | -0.729 | -- | 3.81 | -0.286 | -- | 20.8 | 3072 | -- | -- |
226.8 | 0.706 | 3.63 | -2.54 | 0.543 | -- | -0.602 | -- | -0.86 | 0.276 | -- | -- | -- | -- |
228.3 | 0.708 | 3.62 | -2.51 | 0.547 | -- | -- | -- | -0.858 | 0.519 | -- | -- | -- | -- |
197.02 | 0.654 | 3.46 | -0.798 | -- | -2.09 | -- | -- | -0.304 | -- | 17.1 | 21745 | -- | -- |
183.82 | 0.631 | 3.47 | -- | 0.559 | -2.62 | -- | -- | -0.172 | 0.69 | 17.5 | 21667 | -- | -- |
247.05 | 0.734 | 3.61 | -2.49 | -- | -- | -- | -- | -0.848 | -- | -- | -- | -- | -- |
394.81 | 0.929 | 3.56 | -- | 0.51 | -- | -- | -- | -0.578 | 0.274 | -- | -- | -- | -- |
201.88 | 0.662 | 3.46 | -- | -- | -2.49 | -- | -- | -0.152 | -- | 15.16 | 47520 | -- | -- |
411.19 | 0.946 | 3.55 | -- | -- | -- | -- | -- | -0.572 | -- | -- | -- | -- | -- |
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 |
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1 | 162.15 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 11 |
3 | 162.78 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 11 |
4 | 162.80 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 8 |
13 | 163.42 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 3 |
15 | 163.48 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 8 |
19 | 163.72 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 3 |
42 | 164.82 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 2 |
45 | 164.96 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
57 | 165.46 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 3 |
72 | 166.06 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 19 | 1 |
78 | 166.23 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 6 |
84 | 166.43 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 14 | 20 |
86 | 166.46 | temperature | 20 | 1440 | < th | dose independent | sin | 8 | NA |
90 | 166.53 | temperature | 20 | 1440 | > th | dose independent | sin | 8 | NA |
108 | 166.82 | temperature | 20 | 1440 | < th | dose dependent | rect. | 3 | 2 |
133 | 167.39 | atmosphere | 995 | 43200 | < th | dose independent | sin | 6 | NA |
137 | 167.43 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 22 |
147 | 167.58 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 21 | 18 |
169 | 167.93 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 10 | 20 |
189 | 168.21 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 1 | 12 |
199 | 168.38 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 18 | 20 |
202 | 168.44 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 23 | 15 |
209 | 168.50 | atmosphere | 995 | 43200 | > th | dose independent | sin | 6 | NA |
212 | 168.52 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 22 | 12 |
225 | 168.66 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 8 | NA |
233 | 168.73 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
261 | 168.86 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 4 | 6 |
262 | 168.86 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 3 | 8 |
278 | 168.98 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 17 | 1 |
279 | 169.00 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 3 | 7 |
287 | 169.02 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 4 | 5 |
288 | 169.02 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 2 | 7 |
291 | 169.05 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 18 | 2 |
292 | 169.06 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 2 | 9 |
302 | 169.12 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 5 | 3 |
303 | 169.12 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 15 | 6 |
308 | 169.15 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 1 | 11 |
337 | 169.28 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 5 | 4 |
360 | 169.47 | atmosphere | 995 | 43200 | < th | dose dependent | no | NA | NA |
363 | 169.47 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 21 | 21 |
371 | 169.48 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 24 | 13 |
407 | 169.68 | radiation | 30 | 14400 | > th | dose dependent | rect. | 7 | 1 |
430 | 169.76 | temperature | 25 | 1440 | < th | dose dependent | rect. | 24 | 8 |
452 | 169.92 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 4 | 4 |
477 | 170.03 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 1 | 23 |
508 | 170.20 | temperature | 15 | 1440 | > th | dose dependent | rect. | 5 | 1 |
526 | 170.34 | temperature | 15 | 1440 | > th | dose dependent | rect. | 23 | 7 |
528 | 170.35 | temperature | 15 | 1440 | > th | dose dependent | rect. | 2 | 4 |
530 | 170.37 | temperature | 30 | 1440 | < th | dose dependent | rect. | 5 | 1 |
636 | 170.82 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 1 |
718 | 171.06 | temperature | 25 | 1440 | < th | dose dependent | rect. | 24 | 1 |
800 | 171.39 | temperature | 15 | 1440 | > th | dose dependent | rect. | 24 | 1 |
809 | 171.45 | humidity | 80 | 14400 | > th | dose dependent | rect. | 14 | 1 |
890 | 171.80 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 20 |
944 | 172.06 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 17 | NA |
967 | 172.16 | temperature | 25 | 4320 | > th | dose independent | rect. | 12 | 3 |
972 | 172.19 | temperature | 25 | 4320 | < th | dose independent | rect. | 13 | 1 |
990 | 172.28 | temperature | 20 | 4320 | > th | dose independent | rect. | 8 | 1 |
995 | 172.29 | temperature | 25 | 4320 | < th | dose independent | rect. | 11 | 4 |