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Os04g0182600 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
165.29 | 0.604 | 2.75 | -0.0531 | 0.229 | -0.175 | 1.9 | -1.04 | 0.0026 | 11.9 | 11.47 | 29 | -- | -- |
167.57 | 0.603 | 2.74 | -0.0751 | 0.229 | -0.188 | 1.02 | -- | 0.0156 | 11.7 | 11.48 | 29 | -- | -- |
168.58 | 0.605 | 2.75 | 0.00192 | 0.111 | -0.0611 | -- | 0.679 | 0.00362 | 12.5 | 0.04568 | 58 | -- | -- |
171.19 | 0.609 | 2.74 | 0.0037 | 0.184 | -0.14 | -- | -- | 0.0221 | 11 | 10.05 | 45 | -- | -- |
168.58 | 0.605 | 2.74 | 0.0466 | -- | 0.0096 | -- | 0.771 | 0.0181 | -- | 0.21 | 79 | -- | -- |
168.31 | 0.608 | 2.75 | -0.0458 | 0.0363 | -- | 0.9 | -- | 0.00127 | 12 | -- | -- | -- | -- |
171.63 | 0.614 | 2.75 | -0.0118 | 0.0688 | -- | -- | -- | 0.00397 | 7.92 | -- | -- | -- | -- |
171.69 | 0.613 | 2.75 | -0.00811 | -- | 0.0428 | -- | -- | 0.0067 | -- | 5.55 | 113 | -- | -- |
171.18 | 0.609 | 2.74 | -- | 0.171 | -0.127 | -- | -- | 0.0222 | 11 | 10 | 45 | -- | -- |
171.89 | 0.613 | 2.75 | -0.0111 | -- | -- | -- | -- | 0.00488 | -- | -- | -- | -- | -- |
171.64 | 0.613 | 2.75 | -- | 0.0687 | -- | -- | -- | 0.00529 | 7.94 | -- | -- | -- | -- |
171.69 | 0.612 | 2.75 | -- | -- | 0.043 | -- | -- | 0.0076 | -- | 5.55 | 113 | -- | -- |
171.89 | 0.612 | 2.75 | -- | -- | -- | -- | -- | 0.00612 | -- | -- | -- | -- | -- |
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 | 157.15 | radiation | 30.0 | 10 | > th | dose dependent | rect. | 8 | 1 |
3 | 157.21 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 2 |
4 | 158.18 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 2 |
8 | 158.76 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 10 |
13 | 158.89 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 6 |
21 | 159.68 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 10 |
31 | 160.05 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 6 |
65 | 160.16 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 4 | 11 |
69 | 160.26 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 4 | 11 |
73 | 160.47 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 7 | 1 |
77 | 160.71 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 7 |
81 | 160.93 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 4 |
86 | 161.61 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 12 | 1 |
88 | 161.72 | radiation | 10.0 | 10 | < th | dose independent | rect. | 11 | 2 |
90 | 161.75 | radiation | 30.0 | 10 | > th | dose independent | rect. | 8 | 1 |
94 | 161.81 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 7 |
95 | 161.81 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 13 | 1 |
101 | 161.84 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 13 | 1 |
115 | 161.93 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
117 | 161.94 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 13 | 1 |
119 | 161.98 | radiation | 10.0 | 30 | < th | dose independent | rect. | 6 | 10 |
120 | 162.00 | radiation | 10.0 | 10 | < th | dose independent | rect. | 11 | 15 |
128 | 162.09 | temperature | 25.0 | 720 | > th | dose independent | rect. | 1 | 2 |
129 | 162.09 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 5 |
132 | 162.09 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 6 | 7 |
133 | 162.10 | temperature | 30.0 | 90 | > th | dose independent | rect. | 11 | 2 |
145 | 162.21 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 13 | 2 |
149 | 162.28 | radiation | 10.0 | 10 | < th | dose independent | rect. | 11 | 5 |
156 | 162.38 | radiation | 10.0 | 10 | < th | dose independent | rect. | 7 | 19 |
157 | 162.39 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 10 | 5 |
160 | 162.39 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 10 | 5 |
163 | 162.40 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 6 | 10 |
164 | 162.44 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 13 | 2 |
167 | 162.46 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 10 | 5 |
178 | 162.49 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |
180 | 162.49 | wind | 1.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
184 | 162.51 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 13 | 2 |
185 | 162.51 | radiation | 10.0 | 90 | < th | dose independent | rect. | 10 | 7 |
186 | 162.51 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
187 | 162.51 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 13 | 2 |
193 | 162.53 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 1 | 1 |
194 | 162.53 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
198 | 162.55 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
199 | 162.56 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
209 | 162.59 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
222 | 162.63 | wind | 5.0 | 30 | < th | dose independent | rect. | 2 | 1 |
225 | 162.64 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
230 | 162.66 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
233 | 162.66 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
236 | 162.66 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
237 | 162.66 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
239 | 162.66 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
244 | 162.66 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
245 | 162.66 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
247 | 162.66 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
249 | 162.66 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
254 | 162.66 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
260 | 162.68 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
276 | 162.74 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 10 | 5 |
284 | 162.76 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
293 | 162.82 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 1 |
318 | 162.87 | wind | 1.0 | 10 | < th | dose independent | rect. | 7 | 1 |
319 | 162.87 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
338 | 162.96 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
368 | 163.08 | temperature | 25.0 | 720 | < th | dose independent | rect. | 24 | 7 |
406 | 163.16 | temperature | 25.0 | 720 | > th | dose independent | rect. | 23 | 8 |
443 | 163.28 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 4 |
455 | 163.30 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 11 | 15 |
484 | 163.38 | radiation | 10.0 | 10 | < th | dose independent | rect. | 7 | 6 |
495 | 163.41 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
502 | 163.42 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 10 | 4 |
503 | 163.42 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 21 |
510 | 163.44 | humidity | 70.0 | 720 | > th | dose independent | rect. | 8 | 1 |
527 | 163.46 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 5 | 21 |
539 | 163.49 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 10 | 3 |
587 | 163.58 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 13 | 4 |
601 | 163.60 | humidity | 90.0 | 270 | > th | dose independent | rect. | 12 | 2 |
625 | 163.66 | precipitation | 0.1 | 270 | > th | dose independent | sin | 3 | NA |
687 | 163.74 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 5 | 3 |
692 | 163.74 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 5 | 3 |
698 | 163.76 | precipitation | 0.1 | 270 | < th | dose independent | sin | 3 | NA |
701 | 163.76 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 3 | NA |
710 | 163.79 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 8 | 13 |
712 | 163.79 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 4 | NA |
781 | 163.90 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 15 |
785 | 163.91 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 11 | 3 |
809 | 163.96 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 13 | 4 |
836 | 163.99 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 5 | 1 |
842 | 163.99 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 5 | 1 |
886 | 164.01 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 8 | 15 |
932 | 164.06 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 11 | 5 |
975 | 164.11 | humidity | 70.0 | 90 | < th | dose independent | rect. | 10 | 1 |
978 | 164.11 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
991 | 164.14 | temperature | 15.0 | 90 | > th | dose independent | rect. | 21 | 11 |