Os10g0499200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os10g0499200 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 199 | 0.663 | 5.86 | 1.82 | 1.23 | 0.548 | 1.44 | 2.72 | -0.167 | 6.8 | 67.53 | 2604 | -- | -- |
| 209.04 | 0.673 | 5.88 | 1.63 | 1.27 | 0.758 | 1.41 | -- | -0.154 | 6.7 | 68 | 2615 | -- | -- |
| 204.07 | 0.665 | 5.86 | 1.84 | 1.23 | 0.561 | -- | 2.67 | -0.159 | 6.91 | 67 | 2633 | -- | -- |
| 213.23 | 0.68 | 5.89 | 1.61 | 1.24 | 0.804 | -- | -- | -0.184 | 6.93 | 67.99 | 2615 | -- | -- |
| 281.33 | 0.781 | 5.9 | 1.9 | -- | 0.581 | -- | 2.58 | -0.168 | -- | 68 | 2731 | -- | -- |
| 226.65 | 0.706 | 5.9 | 1.68 | 1.22 | -- | 1.49 | -- | -0.238 | 6.35 | -- | -- | -- | -- |
| 231.96 | 0.713 | 5.9 | 1.7 | 1.23 | -- | -- | -- | -0.242 | 6.52 | -- | -- | -- | -- |
| 290.46 | 0.794 | 5.9 | 1.65 | -- | 0.77 | -- | -- | -0.169 | -- | 68.19 | 2748 | -- | -- |
| 280.61 | 0.78 | 5.92 | -- | 1.19 | 0.98 | -- | -- | -0.367 | 7.05 | 69 | 2587 | -- | -- |
| 310.33 | 0.823 | 5.93 | 1.73 | -- | -- | -- | -- | -0.217 | -- | -- | -- | -- | -- |
| 308.38 | 0.821 | 5.95 | -- | 1.25 | -- | -- | -- | -0.432 | 6.44 | -- | -- | -- | -- |
| 359.31 | 0.883 | 5.97 | -- | -- | 0.957 | -- | -- | -0.389 | -- | 68.37 | 2727 | -- | -- |
| 389.57 | 0.921 | 5.97 | -- | -- | -- | -- | -- | -0.409 | -- | -- | -- | -- | -- |
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 | 186.35 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 2 |
| 2 | 187.10 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 5 |
| 4 | 188.49 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 19 |
| 12 | 190.62 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 5 |
| 15 | 191.44 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 3 |
| 16 | 191.65 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
| 19 | 192.11 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 22 | 192.24 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 3 |
| 32 | 193.27 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 2 |
| 35 | 193.45 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 5 | 5 |
| 36 | 193.54 | wind | 3.0 | 14400 | > th | dose independent | rect. | 2 | 2 |
| 49 | 193.98 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 62 | 194.46 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 3 |
| 63 | 194.46 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 3 |
| 75 | 194.78 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 21 |
| 79 | 194.86 | wind | 7.0 | 30 | < th | dose dependent | rect. | 3 | 3 |
| 82 | 194.91 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 97 | 195.11 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 6 | 21 |
| 113 | 195.41 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 3 |
| 121 | 195.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 5 |
| 122 | 195.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 5 |
| 129 | 195.72 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 3 |
| 131 | 195.72 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 3 |
| 133 | 195.81 | wind | 5.0 | 30 | < th | dose independent | rect. | 3 | 3 |
| 135 | 195.81 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 6 | 2 |
| 155 | 196.11 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 3 |
| 158 | 196.11 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 3 |
| 161 | 196.11 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 3 |
| 162 | 196.11 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 3 | 3 |
| 164 | 196.11 | radiation | 20.0 | 30 | < th | dose independent | rect. | 3 | 3 |
| 170 | 196.16 | wind | 9.0 | 30 | < th | dose independent | rect. | 6 | 21 |
| 174 | 196.18 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 21 |
| 175 | 196.18 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 21 |
| 188 | 196.27 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 3 | 3 |
| 263 | 196.97 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 6 |
| 266 | 196.98 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 3 | 3 |
| 272 | 197.04 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 3 |
| 273 | 197.04 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 3 | 7 |
| 340 | 197.54 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 19 |
| 349 | 197.60 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 5 |
| 358 | 197.68 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 24 | 5 |
| 361 | 197.69 | radiation | 1.0 | 270 | < th | dose independent | rect. | 24 | 5 |
| 363 | 197.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 21 |
| 365 | 197.70 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 5 |
| 368 | 197.70 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 5 |
| 371 | 197.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 5 |
| 376 | 197.70 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 19 |
| 377 | 197.70 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 24 | 5 |
| 381 | 197.71 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 3 |
| 397 | 197.79 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 404 | 197.83 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 3 |
| 407 | 197.83 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 3 |
| 410 | 197.83 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 3 |
| 411 | 197.83 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 3 |
| 413 | 197.83 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 3 |
| 419 | 197.83 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 21 |
| 420 | 197.83 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 3 |
| 430 | 197.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 19 |
| 431 | 197.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 19 |
| 432 | 197.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 1 |
| 433 | 197.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 1 |
| 434 | 197.90 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 21 |
| 437 | 197.91 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 14 |
| 450 | 197.99 | humidity | 50.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 457 | 198.07 | temperature | 15.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 474 | 198.16 | humidity | 50.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 477 | 198.17 | wind | 3.0 | 270 | < th | dose independent | rect. | 3 | 1 |
| 478 | 198.17 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 10 |
| 479 | 198.17 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 6 |
| 492 | 198.25 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 2 |
| 502 | 198.33 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
| 513 | 198.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 10 |
| 515 | 198.39 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 10 |
| 517 | 198.39 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 14 |
| 536 | 198.51 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 14 |
| 567 | 198.59 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
| 595 | 198.75 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
| 596 | 198.76 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 3 |
| 602 | 198.79 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 5 |
| 606 | 198.80 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 10 |
| 607 | 198.80 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 10 |
| 615 | 198.84 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 19 |
| 622 | 198.88 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 10 |
| 694 | 199.18 | wind | 5.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
| 700 | 199.23 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 3 |
| 708 | 199.27 | humidity | 80.0 | 1440 | < th | dose independent | sin | 5 | NA |
| 711 | 199.28 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
| 712 | 199.29 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 10 |
| 717 | 199.32 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 5 |
| 726 | 199.35 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
| 730 | 199.35 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 18 | 9 |
| 732 | 199.36 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 736 | 199.38 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 19 |
| 741 | 199.40 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 14 |
| 743 | 199.40 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 14 |
| 752 | 199.45 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
| 753 | 199.45 | humidity | 80.0 | 10 | > th | dose independent | rect. | 7 | 20 |
| 766 | 199.55 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 19 |
| 784 | 199.61 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 10 |
| 785 | 199.61 | humidity | 60.0 | 1440 | > th | dose dependent | sin | 5 | NA |
| 798 | 199.67 | humidity | 80.0 | 1440 | > th | dose independent | sin | 5 | NA |
| 814 | 199.73 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 3 |
| 829 | 199.79 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 3 |
| 875 | 199.98 | wind | 9.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
| 897 | 200.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 17 |
| 901 | 200.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 17 |
| 903 | 200.02 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 948 | 200.14 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 3 |