Os10g0476500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os10g0476500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 103.53 | 0.478 | 5.78 | 2.09 | 0.427 | 0.401 | -0.0427 | -2.89 | 0.443 | 1.24 | 1.044 | 12 | -- | -- |
| 110.26 | 0.493 | 5.8 | 1.99 | 0.427 | 0.214 | 0.233 | -- | 0.409 | 1.14 | 1.19 | 11 | -- | -- |
| 101 | 0.472 | 5.78 | 2.13 | 0.439 | 0.452 | -- | -2.95 | 0.444 | 1.25 | 1.044 | 12 | -- | -- |
| 110.48 | 0.493 | 5.81 | 1.98 | 0.425 | 0.207 | -- | -- | 0.408 | 1.07 | 1.19 | 11 | -- | -- |
| 112.02 | 0.496 | 5.77 | 2.12 | -- | 0.289 | -- | -2.82 | 0.453 | -- | 1 | 12 | -- | -- |
| 111.91 | 0.496 | 5.8 | 1.96 | 0.38 | -- | 0.173 | -- | 0.418 | 0.585 | -- | -- | -- | -- |
| 112.04 | 0.496 | 5.8 | 1.95 | 0.379 | -- | -- | -- | 0.417 | 0.533 | -- | -- | -- | -- |
| 120.79 | 0.512 | 5.79 | 1.97 | -- | -0.209 | -- | -- | 0.436 | -- | 0.003679 | 11 | -- | -- |
| 200.27 | 0.659 | 5.83 | -- | 0.264 | -0.672 | -- | -- | 0.212 | 1.06 | 5.3 | 28 | -- | -- |
| 121.07 | 0.514 | 5.8 | 1.97 | -- | -- | -- | -- | 0.423 | -- | -- | -- | -- | -- |
| 212.77 | 0.682 | 5.85 | -- | 0.409 | -- | -- | -- | 0.199 | 0.769 | -- | -- | -- | -- |
| 203.02 | 0.664 | 5.85 | -- | -- | -0.822 | -- | -- | 0.191 | -- | 5.241 | 50 | -- | -- |
| 223.25 | 0.697 | 5.85 | -- | -- | -- | -- | -- | 0.205 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 97.79 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
| 3 | 98.11 | wind | 3.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 7 | 98.36 | wind | 9.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 10 | 98.53 | wind | 1.0 | 90 | > th | dose independent | rect. | 3 | 23 |
| 13 | 98.59 | temperature | 10.0 | 90 | > th | dose independent | rect. | 2 | 1 |
| 15 | 98.59 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 16 | 98.59 | humidity | 50.0 | 90 | > th | dose independent | rect. | 2 | 1 |
| 19 | 98.59 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 2 | 1 |
| 21 | 98.59 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 23 | 98.59 | radiation | 1.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 28 | 98.59 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 2 | 1 |
| 29 | 98.59 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 23 |
| 31 | 98.59 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 36 | 98.59 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 37 | 98.61 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 23 |
| 41 | 98.80 | wind | 1.0 | 10 | > th | dose independent | rect. | 4 | 22 |
| 43 | 98.95 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 11 |
| 45 | 99.01 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 21 |
| 47 | 99.03 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 56 | 99.15 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 23 |
| 58 | 99.15 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 23 |
| 59 | 99.20 | wind | 1.0 | 90 | > th | dose independent | rect. | 2 | 1 |
| 68 | 99.53 | wind | 3.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 70 | 99.56 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 12 | 14 |
| 72 | 99.58 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
| 73 | 99.58 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
| 76 | 99.60 | wind | 7.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 77 | 99.60 | wind | 3.0 | 30 | < th | dose dependent | rect. | 1 | 4 |
| 81 | 99.65 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 23 |
| 88 | 99.76 | wind | 3.0 | 10 | < th | dose independent | rect. | 2 | 2 |
| 106 | 99.94 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 11 | 12 |
| 108 | 99.97 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
| 112 | 100.03 | humidity | 80.0 | 10 | > th | dose independent | rect. | 2 | 2 |
| 117 | 100.08 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 3 |
| 124 | 100.13 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 21 |
| 129 | 100.15 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 21 |
| 132 | 100.16 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 2 |
| 134 | 100.16 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 2 |
| 138 | 100.19 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 1 | 3 |
| 139 | 100.19 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 145 | 100.23 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 147 | 100.23 | temperature | 30.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 148 | 100.23 | humidity | 50.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 151 | 100.23 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 152 | 100.23 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 154 | 100.23 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 159 | 100.23 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 21 |
| 162 | 100.23 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 169 | 100.24 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 2 |
| 172 | 100.24 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 2 |
| 175 | 100.24 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 2 | 2 |
| 176 | 100.24 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 2 |
| 178 | 100.24 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 2 |
| 183 | 100.24 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 22 |
| 184 | 100.24 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
| 204 | 100.33 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 21 |
| 205 | 100.33 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 21 |
| 206 | 100.34 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
| 207 | 100.34 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
| 210 | 100.34 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
| 214 | 100.34 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
| 223 | 100.34 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
| 224 | 100.34 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
| 237 | 100.34 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 22 |
| 240 | 100.34 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 22 |
| 241 | 100.34 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 22 |
| 242 | 100.34 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 22 |
| 243 | 100.35 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 22 |
| 284 | 100.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 14 |
| 292 | 100.63 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 300 | 100.73 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 4 | 21 |
| 305 | 100.77 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 310 | 100.82 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
| 349 | 100.96 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
| 362 | 101.02 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 3 |
| 363 | 101.02 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
| 412 | 101.21 | wind | 1.0 | 10 | > th | dose independent | sin | 11 | NA |
| 462 | 101.35 | wind | 1.0 | 10 | < th | dose independent | rect. | 11 | 17 |
| 478 | 101.41 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 16 | 2 |
| 485 | 101.47 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 21 |
| 487 | 101.48 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 6 |
| 488 | 101.48 | temperature | 25.0 | 90 | < th | dose dependent | sin | 17 | NA |
| 496 | 101.51 | wind | 1.0 | 10 | < th | dose independent | rect. | 13 | 15 |
| 521 | 101.62 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 11 |
| 533 | 101.64 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 18 | 8 |
| 535 | 101.65 | wind | 1.0 | 10 | < th | dose independent | sin | 15 | NA |
| 574 | 101.68 | temperature | 20.0 | 90 | < th | dose independent | rect. | 14 | 11 |
| 588 | 101.71 | temperature | 20.0 | 90 | < th | dose independent | rect. | 12 | 13 |
| 595 | 101.72 | temperature | 20.0 | 10 | < th | dose independent | rect. | 5 | 21 |
| 639 | 101.78 | temperature | 20.0 | 10 | < th | dose independent | rect. | 15 | 11 |
| 733 | 101.96 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
| 737 | 101.97 | wind | 9.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
| 760 | 102.02 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 16 | 12 |
| 811 | 102.16 | wind | 7.0 | 1440 | < th | dose independent | rect. | 6 | 2 |
| 816 | 102.18 | wind | 7.0 | 4320 | < th | dose independent | rect. | 24 | 1 |
| 821 | 102.19 | wind | 1.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 888 | 102.31 | temperature | 20.0 | 10 | < th | dose independent | rect. | 12 | 14 |
| 902 | 102.33 | wind | 1.0 | 10 | < th | dose independent | rect. | 11 | 22 |
| 969 | 102.41 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 7 | 3 |
| 971 | 102.41 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 4 | 21 |
| 993 | 102.45 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 11 |
| 994 | 102.45 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 14 | 1 |