Os02g0526600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF860, plant family protein.
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Os02g0526600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF860, plant family 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 dependent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 80.56 | 0.422 | 7.6 | -0.113 | 1.19 | -0.684 | 0.00316 | -1.72 | -0.0438 | 18.3 | 9.056 | 4378 | -- | -- |
| 74.59 | 0.402 | 7.57 | 0.0114 | 1.13 | -0.746 | -0.0429 | -- | 0.0877 | 18 | 10.58 | 4295 | -- | -- |
| 80.54 | 0.418 | 7.59 | -0.109 | 1.2 | -0.69 | -- | -1.77 | -0.0423 | 18.3 | 9.156 | 4378 | -- | -- |
| 74.36 | 0.402 | 7.57 | 0.0624 | 1.13 | -0.759 | -- | -- | 0.114 | 18 | 10.61 | 4281 | -- | -- |
| 151.25 | 0.573 | 7.58 | -0.191 | -- | -0.968 | -- | -2.34 | -0.0693 | -- | 9.414 | 4186 | -- | -- |
| 86.9 | 0.437 | 7.64 | 0.0875 | 1.22 | -- | -0.069 | -- | -0.0962 | 18.5 | -- | -- | -- | -- |
| 86.91 | 0.437 | 7.64 | 0.0885 | 1.22 | -- | -- | -- | -0.0964 | 18.5 | -- | -- | -- | -- |
| 130.66 | 0.532 | 7.56 | 0.0084 | -- | -1.51 | -- | -- | 0.112 | -- | 10.8 | 4143 | -- | -- |
| 74.36 | 0.402 | 7.58 | -- | 1.14 | -0.769 | -- | -- | 0.0919 | 18 | 10.61 | 4283 | -- | -- |
| 164.75 | 0.6 | 7.61 | 0.0582 | -- | -- | -- | -- | -0.122 | -- | -- | -- | -- | -- |
| 87.12 | 0.437 | 7.64 | -- | 1.22 | -- | -- | -- | -0.106 | 18.5 | -- | -- | -- | -- |
| 130.66 | 0.532 | 7.56 | -- | -- | -1.51 | -- | -- | 0.111 | -- | 10.8 | 4143 | -- | -- |
| 164.84 | 0.599 | 7.62 | -- | -- | -- | -- | -- | -0.128 | -- | -- | -- | -- | -- |
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 | 73.59 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
| 2 | 73.76 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 6 | 3 |
| 4 | 75.12 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
| 6 | 75.28 | wind | 9.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
| 7 | 75.30 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 6 | 3 |
| 9 | 75.53 | temperature | 25.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 24 | 76.91 | radiation | 10.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 41 | 77.15 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 44 | 77.34 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 9 | 1 |
| 48 | 77.54 | temperature | 25.0 | 90 | < th | dose independent | rect. | 16 | 9 |
| 61 | 77.81 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 10 |
| 65 | 77.90 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
| 80 | 78.10 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 6 | 1 |
| 81 | 78.11 | wind | 3.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
| 84 | 78.15 | wind | 3.0 | 10 | > th | dose independent | rect. | 8 | 1 |
| 91 | 78.21 | temperature | 30.0 | 30 | < th | dose independent | rect. | 9 | 23 |
| 92 | 78.27 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 24 | 10 |
| 110 | 78.40 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 8 | 1 |
| 120 | 78.45 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 8 | 1 |
| 126 | 78.48 | temperature | 25.0 | 30 | > th | dose independent | rect. | 8 | 1 |
| 127 | 78.48 | radiation | 30.0 | 30 | < th | dose independent | rect. | 8 | 1 |
| 130 | 78.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 133 | 78.49 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 136 | 78.49 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
| 138 | 78.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 23 |
| 142 | 78.49 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
| 144 | 78.50 | radiation | 10.0 | 30 | > th | dose independent | rect. | 8 | 1 |
| 146 | 78.50 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 151 | 78.51 | humidity | 90.0 | 30 | < th | dose independent | rect. | 8 | 1 |
| 153 | 78.52 | humidity | 70.0 | 30 | > th | dose independent | rect. | 8 | 1 |
| 161 | 78.53 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 23 |
| 168 | 78.56 | wind | 7.0 | 30 | < th | dose independent | rect. | 8 | 1 |
| 170 | 78.56 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 1 |
| 173 | 78.56 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 1 |
| 174 | 78.56 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 1 |
| 177 | 78.56 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 8 | 1 |
| 180 | 78.56 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 1 |
| 181 | 78.56 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 23 |
| 182 | 78.56 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 184 | 78.57 | humidity | 90.0 | 30 | < th | dose independent | rect. | 6 | 3 |
| 185 | 78.57 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
| 190 | 78.59 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 194 | 78.61 | wind | 9.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 197 | 78.63 | temperature | 25.0 | 90 | < th | dose independent | rect. | 13 | 12 |
| 205 | 78.65 | radiation | 30.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 207 | 78.65 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
| 211 | 78.69 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 222 | 78.73 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 22 |
| 225 | 78.75 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 253 | 78.89 | temperature | 25.0 | 30 | < th | dose independent | rect. | 1 | 10 |
| 257 | 78.93 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
| 258 | 78.94 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 23 | 10 |
| 266 | 78.99 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 21 |
| 272 | 79.03 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 23 |
| 274 | 79.03 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 23 |
| 290 | 79.12 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 20 | 20 |
| 311 | 79.24 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
| 324 | 79.28 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 7 | 3 |
| 331 | 79.32 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 23 |
| 332 | 79.33 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 24 | 8 |
| 364 | 79.48 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 23 | 17 |
| 365 | 79.49 | temperature | 25.0 | 90 | > th | dose independent | rect. | 16 | 14 |
| 374 | 79.50 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 7 |
| 393 | 79.55 | wind | 9.0 | 4320 | > th | dose independent | rect. | 18 | 22 |
| 397 | 79.57 | humidity | 70.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 410 | 79.60 | temperature | 20.0 | 30 | > th | dose dependent | sin | 15 | NA |
| 421 | 79.63 | humidity | 90.0 | 30 | < th | dose independent | rect. | 21 | 12 |
| 426 | 79.65 | wind | 9.0 | 4320 | > th | dose independent | rect. | 20 | 20 |
| 434 | 79.68 | humidity | 60.0 | 30 | > th | dose independent | rect. | 6 | 18 |
| 450 | 79.74 | humidity | 90.0 | 720 | < th | dose independent | rect. | 21 | 1 |
| 454 | 79.74 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 17 | 14 |
| 482 | 79.84 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 17 |
| 506 | 79.91 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 14 | 10 |
| 507 | 79.91 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 11 |
| 522 | 79.94 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 24 | 6 |
| 523 | 79.95 | wind | 3.0 | 720 | > th | dose independent | rect. | 2 | 1 |
| 527 | 79.95 | wind | 9.0 | 4320 | > th | dose independent | rect. | 23 | 17 |
| 551 | 80.01 | wind | 3.0 | 720 | < th | dose independent | rect. | 21 | 1 |
| 555 | 80.02 | wind | 9.0 | 4320 | > th | dose dependent | sin | 0 | NA |
| 568 | 80.05 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
| 569 | 80.06 | temperature | 25.0 | 90 | > th | dose independent | sin | 16 | NA |
| 597 | 80.09 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 13 | 16 |
| 619 | 80.13 | temperature | 30.0 | 30 | < th | dose independent | rect. | 7 | 23 |
| 620 | 80.13 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
| 625 | 80.14 | wind | 9.0 | 4320 | < th | dose independent | rect. | 18 | 22 |
| 643 | 80.18 | wind | 9.0 | 4320 | < th | dose independent | rect. | 8 | 8 |
| 647 | 80.18 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 9 | 6 |
| 660 | 80.20 | wind | 3.0 | 720 | < th | dose dependent | rect. | 21 | 1 |
| 662 | 80.21 | wind | 9.0 | 4320 | < th | dose independent | rect. | 6 | 10 |
| 667 | 80.22 | wind | 3.0 | 720 | < th | dose independent | rect. | 2 | 1 |
| 672 | 80.24 | temperature | 25.0 | 90 | < th | dose independent | sin | 16 | NA |
| 673 | 80.24 | wind | 7.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
| 674 | 80.24 | humidity | 90.0 | 30 | < th | dose independent | rect. | 2 | 7 |
| 677 | 80.25 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 682 | 80.25 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 9 | 1 |
| 683 | 80.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 3 |
| 686 | 80.26 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 7 | 3 |
| 687 | 80.26 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 7 | 3 |
| 690 | 80.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 21 |
| 699 | 80.27 | wind | 3.0 | 720 | < th | dose independent | rect. | 1 | 3 |
| 713 | 80.30 | radiation | 40.0 | 720 | < th | dose independent | rect. | 21 | 17 |
| 716 | 80.31 | humidity | 80.0 | 30 | > th | dose independent | rect. | 24 | 6 |
| 733 | 80.33 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 1 |
| 751 | 80.33 | temperature | 25.0 | 30 | > th | dose independent | rect. | 23 | 10 |
| 761 | 80.33 | temperature | 25.0 | 30 | < th | dose independent | rect. | 1 | 15 |
| 762 | 80.33 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 6 | 1 |
| 800 | 80.34 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 23 |
| 801 | 80.35 | temperature | 25.0 | 30 | > th | dose independent | rect. | 16 | 7 |
| 810 | 80.37 | wind | 9.0 | 4320 | < th | dose independent | rect. | 23 | 17 |
| 820 | 80.39 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 18 |
| 821 | 80.39 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 18 |
| 840 | 80.41 | temperature | 30.0 | 720 | > th | dose independent | rect. | 13 | 1 |
| 842 | 80.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
| 846 | 80.41 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
| 850 | 80.41 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
| 855 | 80.41 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
| 856 | 80.41 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
| 862 | 80.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 18 |
| 916 | 80.47 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 6 | 18 |
| 918 | 80.48 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 6 | 18 |
| 956 | 80.52 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 19 |
| 965 | 80.53 | wind | 9.0 | 30 | < th | dose independent | rect. | 6 | 3 |
| 966 | 80.53 | temperature | 10.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 968 | 80.53 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 3 |
| 969 | 80.53 | humidity | 50.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 972 | 80.53 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 3 |
| 973 | 80.53 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 3 |
| 976 | 80.53 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 21 |
| 978 | 80.53 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 3 |
| 989 | 80.54 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 11 |