Os02g0506600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os02g0506600 |
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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121.71 | 0.518 | 13.2 | -0.0174 | 1.12 | -2.83 | 1.81 | 1.08 | -0.151 | 9.98 | 0.1959 | 90 | 6.9 | -- |
| 123.73 | 0.518 | 13.2 | 0.108 | 1.14 | -2.86 | 1.07 | -- | -0.134 | 9.59 | 0.2137 | 90 | 6.77 | -- |
| 124.45 | 0.52 | 13.2 | 0.0675 | 1.32 | -2.62 | -- | -0.25 | -0.14 | 10.4 | 0.2453 | 81 | 6.8 | -- |
| 124.84 | 0.52 | 13.2 | 0.0963 | 1.27 | -2.64 | -- | -- | -0.118 | 10.3 | 0.25 | 81 | 6.77 | -- |
| 140.3 | 0.552 | 13.3 | -0.159 | -- | -3.61 | -- | -0.435 | -0.15 | -- | 0.8699 | 64 | 7.07 | -- |
| 198.5 | 0.661 | 13.1 | 0.19 | 3.98 | -- | 0.424 | -- | -0.00252 | 11.6 | -- | -- | -- | -- |
| 199.28 | 0.661 | 13.1 | 0.208 | 3.98 | -- | -- | -- | -0.000673 | 11.7 | -- | -- | -- | -- |
| 139.34 | 0.55 | 13.3 | 0.0598 | -- | -3.6 | -- | -- | -0.143 | -- | 0.87 | 64 | 7.05 | -- |
| 125.04 | 0.521 | 13.2 | -- | 1.27 | -2.64 | -- | -- | -0.119 | 10.3 | 0.2484 | 81 | 6.77 | -- |
| 1194.02 | 1.61 | 13.2 | 0.0952 | -- | -- | -- | -- | -0.0475 | -- | -- | -- | -- | -- |
| 200.42 | 0.662 | 13.1 | -- | 3.98 | -- | -- | -- | -0.0238 | 11.6 | -- | -- | -- | -- |
| 139.41 | 0.55 | 13.3 | -- | -- | -3.6 | -- | -- | -0.133 | -- | 0.8563 | 64 | 7.06 | -- |
| 1194.26 | 1.61 | 13.2 | -- | -- | -- | -- | -- | -0.058 | -- | -- | -- | -- | -- |
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 | 115.10 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 17 | 9 |
| 2 | 116.56 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 8 |
| 3 | 116.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 16 |
| 4 | 116.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 16 |
| 5 | 117.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 16 |
| 6 | 117.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 16 |
| 9 | 117.95 | radiation | 1.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 10 | 118.01 | humidity | 60.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 19 | 119.06 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 8 |
| 20 | 119.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 25 | 119.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 16 |
| 26 | 119.15 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 16 |
| 28 | 119.25 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 8 |
| 35 | 120.19 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 15 |
| 36 | 120.19 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 15 |
| 37 | 120.23 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 19 | 9 |
| 38 | 120.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 8 |
| 43 | 120.58 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 44 | 120.65 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 8 |
| 45 | 120.65 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 8 |
| 46 | 120.65 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 8 |
| 47 | 120.65 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 16 |
| 48 | 120.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 8 |
| 49 | 120.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 8 |
| 50 | 121.09 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
| 64 | 121.80 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 15 |
| 65 | 121.80 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 4 | 15 |
| 73 | 121.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 16 |
| 74 | 122.00 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 20 | 8 |
| 75 | 122.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 8 |
| 76 | 122.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 8 |
| 85 | 122.72 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 16 |
| 87 | 122.73 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 8 |
| 97 | 123.00 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 9 |
| 105 | 123.64 | radiation | 1.0 | 270 | < th | dose independent | rect. | 10 | 16 |
| 112 | 124.00 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 15 |
| 114 | 124.05 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 119 | 124.35 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 120 | 124.44 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 123 | 124.81 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
| 133 | 125.41 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 20 | 8 |
| 134 | 125.41 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 10 | 16 |
| 135 | 125.42 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 16 |
| 138 | 125.62 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 171 | 126.02 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 16 |
| 174 | 126.10 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 4 |
| 176 | 126.20 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 204 | 126.93 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 205 | 126.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 4 |
| 207 | 126.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 4 |
| 209 | 126.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 14 | 16 |
| 212 | 127.03 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 213 | 127.06 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 228 | 127.90 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 240 | 128.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 4 |
| 242 | 128.17 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 243 | 128.17 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 4 |
| 246 | 128.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 4 |
| 247 | 128.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 248 | 128.17 | radiation | 20.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 251 | 128.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 266 | 128.62 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 2 | 4 |
| 270 | 128.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
| 271 | 128.76 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 272 | 128.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 284 | 129.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 19 | 17 |
| 287 | 129.30 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 4 |
| 301 | 129.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 303 | 129.85 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 304 | 129.85 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 306 | 129.85 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 307 | 129.85 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 308 | 129.85 | radiation | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 310 | 129.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 330 | 130.20 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 359 | 130.79 | radiation | 1.0 | 90 | < th | dose independent | sin | 13 | NA |
| 483 | 131.93 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 15 |
| 488 | 132.06 | radiation | 1.0 | 90 | > th | dose independent | sin | 13 | NA |
| 498 | 132.21 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 563 | 133.34 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 20 |
| 564 | 133.34 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 20 |
| 569 | 133.43 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 8 |
| 572 | 133.43 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 8 |
| 576 | 133.43 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 8 |
| 582 | 133.43 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 8 |
| 583 | 133.43 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 21 | 8 |
| 595 | 133.43 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 16 |
| 641 | 133.60 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 4 |
| 642 | 133.63 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 691 | 134.14 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 7 |
| 692 | 134.14 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 7 |
| 697 | 134.23 | radiation | 1.0 | 90 | > th | dose independent | rect. | 17 | 13 |
| 722 | 134.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 18 |
| 724 | 134.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 18 |
| 733 | 134.76 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 7 |
| 741 | 134.83 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 746 | 134.86 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 812 | 135.14 | radiation | 1.0 | 30 | > th | dose independent | rect. | 17 | 15 |
| 845 | 135.50 | radiation | 40.0 | 10 | < th | dose independent | rect. | 15 | 17 |
| 848 | 135.56 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 849 | 135.57 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 12 | 7 |
| 850 | 135.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 7 |
| 855 | 135.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 17 |
| 856 | 135.58 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 17 |
| 866 | 135.67 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 17 |
| 867 | 135.68 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 7 |
| 869 | 135.68 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 7 |
| 870 | 135.68 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 8 | 7 |
| 871 | 135.68 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 7 |
| 873 | 135.68 | temperature | 10.0 | 10 | > th | dose independent | rect. | 15 | 17 |
| 874 | 135.68 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 7 |
| 895 | 135.90 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 17 |
| 909 | 136.01 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 7 |
| 960 | 136.48 | radiation | 1.0 | 10 | > th | dose independent | rect. | 8 | 7 |
| 970 | 136.62 | wind | 9.0 | 10 | < th | dose independent | rect. | 15 | 17 |
| 980 | 136.66 | temperature | 30.0 | 90 | < th | dose independent | rect. | 8 | 20 |
| 987 | 136.71 | radiation | 1.0 | 270 | > th | dose independent | sin | 15 | NA |