Os09g0394500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Hexose transporter.
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Os09g0394500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Hexose transporter.
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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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58.72 | 0.36 | 11.6 | -1.53 | 2.48 | -0.621 | 0.862 | -1.05 | -0.315 | 15.4 | 66.18 | 2691 | -- | -- |
| 60.11 | 0.361 | 11.6 | -1.47 | 2.48 | -0.697 | 0.945 | -- | -0.315 | 15.4 | 66.99 | 2655 | -- | -- |
| 61 | 0.364 | 11.6 | -1.52 | 2.48 | -0.632 | -- | -1.16 | -0.313 | 15.4 | 66.15 | 2676 | -- | -- |
| 62.8 | 0.369 | 11.6 | -1.45 | 2.48 | -0.721 | -- | -- | -0.318 | 15.4 | 67 | 2672 | -- | -- |
| 388.91 | 0.924 | 11.6 | -1.58 | -- | 0.967 | -- | 0.53 | -0.187 | -- | 66.23 | 2634 | -- | -- |
| 75.23 | 0.407 | 11.6 | -1.54 | 2.56 | -- | 1.04 | -- | -0.224 | 15.4 | -- | -- | -- | -- |
| 78.67 | 0.415 | 11.6 | -1.52 | 2.56 | -- | -- | -- | -0.217 | 15.4 | -- | -- | -- | -- |
| 335.18 | 0.856 | 11.7 | -1.4 | -- | 1.58 | -- | -- | -0.509 | -- | 94.57 | 3168 | -- | -- |
| 114.44 | 0.498 | 11.5 | -- | 2.47 | -0.956 | -- | -- | 0.053 | 15.6 | 70.25 | 2479 | -- | -- |
| 448.65 | 0.99 | 11.6 | -1.63 | -- | -- | -- | -- | -0.285 | -- | -- | -- | -- | -- |
| 139.37 | 0.552 | 11.6 | -- | 2.59 | -- | -- | -- | -0.0485 | 15.4 | -- | -- | -- | -- |
| 375.46 | 0.905 | 11.6 | -- | -- | 1.58 | -- | -- | -0.425 | -- | 94 | 3220 | -- | -- |
| 518.4 | 1.06 | 11.6 | -- | -- | -- | -- | -- | -0.105 | -- | -- | -- | -- | -- |
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 | 54.60 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 18 | 3 |
| 2 | 55.14 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 3 |
| 7 | 55.88 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 10 |
| 8 | 55.97 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
| 19 | 56.57 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 3 |
| 21 | 56.66 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 15 |
| 22 | 56.79 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
| 25 | 56.89 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 6 |
| 26 | 56.91 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
| 27 | 56.92 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 6 |
| 29 | 56.94 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 18 | 18 |
| 30 | 56.97 | wind | 3.0 | 90 | < th | dose independent | rect. | 3 | 3 |
| 36 | 57.09 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 8 |
| 37 | 57.10 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 23 | 6 |
| 41 | 57.15 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 24 | 4 |
| 56 | 57.27 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 3 | 3 |
| 61 | 57.30 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
| 71 | 57.38 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 8 |
| 74 | 57.41 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 3 |
| 76 | 57.41 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 3 |
| 79 | 57.43 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 19 | 17 |
| 98 | 57.62 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 2 |
| 99 | 57.62 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
| 108 | 57.66 | wind | 3.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 119 | 57.73 | temperature | 20.0 | 720 | > th | dose independent | rect. | 6 | 1 |
| 123 | 57.75 | wind | 9.0 | 90 | < th | dose independent | rect. | 6 | 21 |
| 148 | 57.91 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 149 | 57.92 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 13 |
| 157 | 57.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 4 |
| 163 | 57.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 4 |
| 166 | 57.99 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 3 |
| 168 | 57.99 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 3 |
| 169 | 57.99 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 3 |
| 172 | 57.99 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 3 |
| 173 | 57.99 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 3 | 3 |
| 175 | 57.99 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 3 |
| 179 | 57.99 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 21 |
| 188 | 58.07 | wind | 3.0 | 10 | < th | dose dependent | rect. | 3 | 5 |
| 189 | 58.08 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 4 |
| 195 | 58.10 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 13 |
| 210 | 58.14 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 11 |
| 219 | 58.16 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
| 222 | 58.18 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
| 230 | 58.19 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 5 |
| 257 | 58.33 | humidity | 80.0 | 720 | > th | dose independent | rect. | 6 | 2 |
| 259 | 58.33 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 11 |
| 264 | 58.34 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
| 273 | 58.37 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 290 | 58.45 | wind | 3.0 | 43200 | > th | dose independent | sin | 8 | NA |
| 291 | 58.45 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 3 |
| 292 | 58.45 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 3 |
| 302 | 58.47 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 23 | 13 |
| 307 | 58.48 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 5 | 4 |
| 309 | 58.48 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 18 |
| 315 | 58.50 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 23 | 14 |
| 321 | 58.54 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 15 |
| 380 | 58.71 | wind | 3.0 | 43200 | < th | dose independent | sin | 8 | NA |
| 393 | 58.73 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
| 407 | 58.77 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 422 | 58.79 | wind | 1.0 | 43200 | > th | dose dependent | sin | 7 | NA |
| 428 | 58.80 | temperature | 25.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 429 | 58.80 | wind | 9.0 | 43200 | < th | dose dependent | sin | 7 | NA |
| 461 | 58.86 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 3 |
| 465 | 58.87 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 21 |
| 470 | 58.87 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 21 |
| 474 | 58.89 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 6 |
| 490 | 58.91 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 16 |
| 492 | 58.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 494 | 58.92 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 495 | 58.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 498 | 58.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 499 | 58.92 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 501 | 58.92 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 510 | 58.92 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
| 534 | 58.96 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
| 544 | 58.98 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 22 |
| 580 | 59.06 | humidity | 90.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 586 | 59.07 | humidity | 70.0 | 1440 | < th | dose independent | sin | 9 | NA |
| 618 | 59.13 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
| 629 | 59.15 | humidity | 70.0 | 1440 | > th | dose independent | sin | 9 | NA |
| 637 | 59.17 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 667 | 59.23 | wind | 7.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 669 | 59.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 671 | 59.23 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 2 |
| 672 | 59.23 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 676 | 59.23 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 677 | 59.23 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 4 | 2 |
| 679 | 59.23 | radiation | 20.0 | 10 | < th | dose independent | rect. | 4 | 2 |
| 682 | 59.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 22 |
| 686 | 59.23 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |
| 692 | 59.26 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 1 |
| 708 | 59.28 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
| 734 | 59.34 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 21 |
| 737 | 59.34 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
| 767 | 59.39 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
| 780 | 59.43 | wind | 7.0 | 43200 | > th | dose independent | rect. | 10 | 4 |
| 799 | 59.44 | radiation | 30.0 | 720 | < th | dose independent | rect. | 5 | 4 |
| 805 | 59.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 13 |
| 807 | 59.45 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 808 | 59.45 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 811 | 59.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 13 |
| 819 | 59.48 | wind | 9.0 | 43200 | < th | dose independent | rect. | 3 | 11 |
| 844 | 59.51 | wind | 7.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
| 860 | 59.53 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 3 |
| 861 | 59.53 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 5 |
| 896 | 59.58 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 6 | 21 |
| 903 | 59.59 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 7 |
| 937 | 59.63 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 21 |
| 941 | 59.63 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 21 |
| 952 | 59.66 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 1 |
| 970 | 59.70 | humidity | 60.0 | 90 | > th | dose independent | rect. | 6 | 21 |
| 976 | 59.72 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 1 |