Os01g0133700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF266, plant family protein.
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Os01g0133700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF266, 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 = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 247.54 | 0.739 | 2.98 | 0.121 | 0.118 | 4.51 | 0.297 | -4.72 | -0.171 | 0.00238 | 0.04578 | 218 | 7.92 | 1.18 |
| 247.86 | 0.733 | 2.98 | 0.141 | 0.125 | 4.84 | 0.329 | -- | -0.17 | 23.9 | 0.04369 | 218 | 7.92 | 1.17 |
| 247.92 | 0.733 | 2.98 | 0.108 | 0.116 | 4.47 | -- | -5.32 | -0.173 | 24 | 0.06818 | 218 | 7.91 | 1.2 |
| 248.33 | 0.734 | 2.98 | 0.128 | 0.124 | 4.84 | -- | -- | -0.171 | 23.9 | 0.0367 | 218 | 7.92 | 1.18 |
| 248.74 | 0.735 | 2.98 | 0.108 | -- | 4.35 | -- | -6.04 | -0.172 | -- | 0.06098 | 218 | 7.92 | 1.19 |
| 294.39 | 0.804 | 2.99 | 0.13 | 0.0288 | -- | 0.317 | -- | -0.21 | 0.658 | -- | -- | -- | -- |
| 294.79 | 0.804 | 2.99 | 0.117 | 0.0373 | -- | -- | -- | -0.212 | 3.3 | -- | -- | -- | -- |
| 249.28 | 0.735 | 2.98 | 0.131 | -- | 4.76 | -- | -- | -0.17 | -- | 0.05135 | 218 | 7.92 | 1.16 |
| 248.76 | 0.735 | 2.99 | -- | 0.125 | 4.84 | -- | -- | -0.185 | 23.9 | 0.03389 | 218 | 7.95 | 1.12 |
| 294.87 | 0.802 | 2.99 | 0.119 | -- | -- | -- | -- | -0.211 | -- | -- | -- | -- | -- |
| 295.15 | 0.804 | 2.99 | -- | 0.0397 | -- | -- | -- | -0.225 | 3.3 | -- | -- | -- | -- |
| 249.73 | 0.736 | 2.99 | -- | -- | 4.77 | -- | -- | -0.187 | -- | 0.03515 | 218 | 7.97 | 1.1 |
| 295.24 | 0.802 | 2.99 | -- | -- | -- | -- | -- | -0.224 | -- | -- | -- | -- | -- |
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 | 256.43 | wind | 1.0 | 270 | < th | dose dependent | rect. | 8 | 1 |
| 2 | 261.45 | wind | 1.0 | 270 | < th | dose independent | rect. | 8 | 1 |
| 19 | 274.86 | wind | 1.0 | 270 | < th | dose dependent | rect. | 8 | 12 |
| 23 | 275.35 | wind | 1.0 | 270 | < th | dose dependent | rect. | 8 | 14 |
| 25 | 276.93 | wind | 1.0 | 90 | < th | dose independent | rect. | 8 | 4 |
| 31 | 277.32 | wind | 7.0 | 90 | > th | dose dependent | rect. | 21 | 3 |
| 35 | 277.48 | wind | 7.0 | 90 | > th | dose independent | rect. | 20 | 4 |
| 39 | 277.84 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 21 | 1 |
| 44 | 278.38 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 8 | 2 |
| 45 | 278.52 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
| 57 | 279.45 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 24 | 1 |
| 61 | 279.63 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 2 |
| 63 | 279.72 | wind | 7.0 | 30 | > th | dose independent | rect. | 20 | 7 |
| 66 | 279.73 | wind | 7.0 | 30 | > th | dose independent | rect. | 20 | 9 |
| 74 | 279.75 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 1 |
| 85 | 279.75 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 1 |
| 121 | 279.90 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 21 | 1 |
| 132 | 279.90 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 21 | 1 |
| 144 | 280.31 | wind | 1.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
| 171 | 280.85 | wind | 1.0 | 1440 | > th | dose independent | rect. | 8 | 1 |
| 193 | 281.12 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 3 | 17 |
| 201 | 281.23 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 3 | 15 |
| 214 | 281.39 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 6 |
| 224 | 281.39 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 6 |
| 276 | 281.88 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 8 | 1 |
| 277 | 281.94 | wind | 7.0 | 30 | > th | dose independent | rect. | 18 | 11 |
| 283 | 281.96 | wind | 7.0 | 30 | > th | dose independent | rect. | 18 | 4 |
| 289 | 282.00 | wind | 1.0 | 270 | < th | dose independent | rect. | 8 | 14 |
| 356 | 282.39 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 8 | 5 |
| 369 | 282.44 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 4 | 3 |
| 385 | 282.72 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 6 | 7 |
| 387 | 282.77 | wind | 1.0 | 90 | < th | dose independent | rect. | 8 | 10 |
| 397 | 282.88 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
| 399 | 282.97 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 19 | 3 |
| 414 | 283.16 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 2 |
| 421 | 283.37 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 4 | 9 |
| 428 | 283.38 | wind | 3.0 | 1440 | < th | dose independent | rect. | 18 | 4 |
| 437 | 283.51 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 5 |
| 438 | 283.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 5 |
| 440 | 283.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 7 |
| 441 | 283.56 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 7 |
| 462 | 283.61 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 7 |
| 463 | 283.61 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 7 |
| 481 | 283.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 5 |
| 484 | 283.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
| 514 | 283.81 | wind | 3.0 | 1440 | > th | dose independent | rect. | 18 | 4 |
| 537 | 283.92 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 2 | 11 |
| 543 | 283.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 552 | 284.04 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 24 | 9 |
| 554 | 284.05 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 555 | 284.05 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 571 | 284.16 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 24 | 7 |
| 573 | 284.17 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 9 | 1 |
| 575 | 284.18 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 20 | 15 |
| 593 | 284.23 | temperature | 25.0 | 30 | > th | dose independent | rect. | 21 | 1 |
| 598 | 284.26 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 22 | 13 |
| 601 | 284.28 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 24 | 10 |
| 615 | 284.31 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 618 | 284.31 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 16 | 18 |
| 632 | 284.37 | wind | 1.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
| 641 | 284.40 | wind | 1.0 | 4320 | < th | dose dependent | sin | 7 | NA |
| 643 | 284.41 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 12 |
| 653 | 284.43 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 17 | 1 |
| 692 | 284.55 | wind | 1.0 | 30 | > th | dose dependent | rect. | 21 | 1 |
| 697 | 284.57 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 700 | 284.57 | wind | 1.0 | 720 | > th | dose independent | rect. | 16 | 10 |
| 716 | 284.60 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 8 | 23 |
| 720 | 284.62 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 5 |
| 729 | 284.64 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 17 |
| 730 | 284.64 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 20 |
| 749 | 284.67 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 12 | 9 |
| 751 | 284.67 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 5 | 17 |
| 752 | 284.67 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 3 |
| 765 | 284.69 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 5 | 17 |
| 766 | 284.69 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 14 |
| 788 | 284.74 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 22 |
| 789 | 284.75 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
| 795 | 284.77 | precipitation | 0.1 | 10 | < th | dose independent | sin | 19 | NA |
| 801 | 284.77 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 19 | NA |
| 802 | 284.77 | atmosphere | 1015.0 | 720 | < th | dose dependent | rect. | 24 | 3 |
| 825 | 284.80 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 20 | 14 |
| 837 | 284.82 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 5 |
| 841 | 284.83 | precipitation | 0.1 | 10 | > th | dose independent | sin | 19 | NA |
| 844 | 284.83 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 3 |
| 845 | 284.83 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 12 | 8 |
| 864 | 284.86 | temperature | 20.0 | 14400 | < th | dose independent | sin | 21 | NA |
| 873 | 284.87 | radiation | 10.0 | 90 | < th | dose independent | rect. | 8 | 3 |
| 874 | 284.87 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 24 | 8 |
| 883 | 284.88 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 22 | 10 |
| 889 | 284.89 | wind | 3.0 | 90 | < th | dose dependent | rect. | 16 | 16 |
| 896 | 284.91 | temperature | 20.0 | 14400 | > th | dose independent | sin | 21 | NA |
| 905 | 284.92 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 19 | NA |
| 935 | 284.96 | atmosphere | 1010.0 | 720 | < th | dose dependent | rect. | 1 | 1 |
| 943 | 284.97 | humidity | 90.0 | 270 | > th | dose independent | rect. | 22 | 11 |
| 952 | 284.98 | wind | 3.0 | 90 | > th | dose independent | rect. | 20 | 3 |
| 958 | 284.98 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 960 | 284.98 | wind | 3.0 | 90 | < th | dose dependent | rect. | 13 | 19 |
| 963 | 284.99 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 1 |