Os02g0475300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Membrane attack complex component/perforin/complement C9 family protein.
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Os02g0475300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Membrane attack complex component/perforin/complement C9 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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35.15 | 0.279 | 9.65 | 0.56 | 0.156 | -0.661 | -1.6 | -1.14 | 0.157 | 11.5 | 0.18 | 120 | -- | -- |
| 36.35 | 0.281 | 9.65 | 0.522 | 0.153 | -0.652 | -0.365 | -- | 0.158 | 11.4 | 0.1696 | 120 | -- | -- |
| 36.73 | 0.282 | 9.65 | 0.498 | 0.167 | -0.661 | -- | 0.121 | 0.168 | 12 | 0.2032 | 127 | -- | -- |
| 36.77 | 0.282 | 9.66 | 0.515 | 0.176 | -0.646 | -- | -- | 0.146 | 12.4 | 0.17 | 127 | -- | -- |
| 37.04 | 0.283 | 9.68 | 0.457 | -- | -0.762 | -- | 0.139 | 0.135 | -- | 0.1703 | 122 | -- | -- |
| 41.62 | 0.302 | 9.64 | 0.532 | 0.937 | -- | -0.224 | -- | 0.194 | 12.8 | -- | -- | -- | -- |
| 41.83 | 0.303 | 9.64 | 0.524 | 0.937 | -- | -- | -- | 0.193 | 12.8 | -- | -- | -- | -- |
| 37.08 | 0.284 | 9.67 | 0.451 | -- | -0.777 | -- | -- | 0.129 | -- | 0.1711 | 120 | -- | -- |
| 42.44 | 0.303 | 9.68 | -- | 0.141 | -0.684 | -- | -- | 0.0877 | 11.6 | 0.05999 | 137 | -- | -- |
| 96.71 | 0.46 | 9.66 | 0.49 | -- | -- | -- | -- | 0.176 | -- | -- | -- | -- | -- |
| 49.08 | 0.328 | 9.65 | -- | 0.929 | -- | -- | -- | 0.135 | 12.8 | -- | -- | -- | -- |
| 42.57 | 0.304 | 9.68 | -- | -- | -0.784 | -- | -- | 0.0802 | -- | 0.17 | 122 | -- | -- |
| 103.05 | 0.474 | 9.67 | -- | -- | -- | -- | -- | 0.122 | -- | -- | -- | -- | -- |
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 | 33.57 | wind | 7.0 | 90 | < th | dose independent | rect. | 18 | 11 |
| 3 | 34.32 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 18 | 11 |
| 6 | 34.36 | radiation | 10.0 | 90 | < th | dose independent | rect. | 18 | 11 |
| 8 | 34.38 | temperature | 10.0 | 90 | > th | dose independent | rect. | 18 | 11 |
| 9 | 34.38 | humidity | 50.0 | 90 | > th | dose independent | rect. | 18 | 11 |
| 13 | 34.38 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 13 |
| 14 | 34.38 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 13 |
| 15 | 34.39 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 18 | 11 |
| 19 | 34.49 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 13 |
| 20 | 34.53 | radiation | 1.0 | 720 | < th | dose independent | rect. | 23 | 7 |
| 21 | 34.53 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 18 | 11 |
| 22 | 34.53 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 18 | 11 |
| 25 | 34.56 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 7 |
| 30 | 34.70 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 13 |
| 35 | 34.78 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 13 |
| 36 | 34.78 | temperature | 30.0 | 90 | < th | dose independent | rect. | 9 | 20 |
| 37 | 34.78 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 13 |
| 40 | 34.81 | humidity | 60.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 41 | 34.83 | wind | 9.0 | 720 | < th | dose independent | rect. | 9 | 10 |
| 44 | 34.93 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 14 |
| 45 | 34.98 | radiation | 1.0 | 90 | < th | dose independent | sin | 12 | NA |
| 47 | 34.98 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 18 |
| 57 | 35.07 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 6 | 1 |
| 64 | 35.11 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 13 |
| 67 | 35.15 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 69 | 35.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 10 |
| 70 | 35.16 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 10 |
| 71 | 35.16 | radiation | 20.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 72 | 35.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 74 | 35.16 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 75 | 35.16 | wind | 9.0 | 90 | < th | dose dependent | rect. | 18 | 11 |
| 81 | 35.24 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 13 |
| 83 | 35.26 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 84 | 35.26 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 85 | 35.26 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 87 | 35.26 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 90 | 35.26 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 14 |
| 97 | 35.28 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 5 |
| 99 | 35.29 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 10 |
| 106 | 35.29 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 116 | 35.31 | radiation | 1.0 | 90 | < th | dose dependent | sin | 11 | NA |
| 119 | 35.33 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 6 |
| 120 | 35.33 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 6 |
| 121 | 35.33 | humidity | 50.0 | 720 | > th | dose independent | rect. | 23 | 6 |
| 124 | 35.33 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 6 |
| 129 | 35.33 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 18 |
| 130 | 35.34 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 6 |
| 133 | 35.35 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 136 | 35.38 | wind | 9.0 | 720 | < th | dose independent | rect. | 8 | 20 |
| 137 | 35.38 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 20 |
| 139 | 35.39 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 22 |
| 150 | 35.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 6 |
| 151 | 35.45 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 11 | 6 |
| 153 | 35.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 18 |
| 154 | 35.47 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 6 |
| 155 | 35.47 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 6 |
| 163 | 35.51 | radiation | 10.0 | 720 | > th | dose independent | rect. | 8 | 4 |
| 175 | 35.57 | radiation | 20.0 | 720 | < th | dose independent | rect. | 20 | 20 |
| 182 | 35.58 | radiation | 1.0 | 30 | > th | dose independent | rect. | 17 | 16 |
| 183 | 35.58 | radiation | 10.0 | 720 | < th | dose independent | rect. | 4 | 20 |
| 194 | 35.62 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 11 |
| 197 | 35.62 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 11 |
| 201 | 35.62 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 19 | 11 |
| 203 | 35.62 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 11 |
| 204 | 35.62 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 19 | 11 |
| 218 | 35.63 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 18 | 11 |
| 220 | 35.64 | wind | 9.0 | 720 | < th | dose independent | rect. | 16 | 4 |
| 222 | 35.64 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 20 |
| 223 | 35.64 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 20 |
| 233 | 35.66 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 237 | 35.69 | wind | 5.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 245 | 35.70 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 20 |
| 256 | 35.74 | humidity | 50.0 | 90 | > th | dose independent | rect. | 9 | 20 |
| 260 | 35.76 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 18 |
| 268 | 35.79 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 4 |
| 269 | 35.79 | radiation | 1.0 | 90 | > th | dose independent | rect. | 12 | 21 |
| 272 | 35.79 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 274 | 35.79 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 18 | 23 |
| 275 | 35.80 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 280 | 35.81 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 282 | 35.81 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 284 | 35.81 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 285 | 35.81 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 286 | 35.81 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 20 |
| 292 | 35.82 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 298 | 35.83 | temperature | 30.0 | 720 | < th | dose independent | rect. | 8 | 3 |
| 299 | 35.83 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 300 | 35.83 | temperature | 20.0 | 720 | > th | dose independent | rect. | 11 | 6 |
| 325 | 35.90 | radiation | 1.0 | 90 | > th | dose independent | sin | 11 | NA |
| 328 | 35.91 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 329 | 35.91 | wind | 1.0 | 720 | > th | dose independent | rect. | 8 | 4 |
| 330 | 35.91 | radiation | 30.0 | 720 | < th | dose independent | rect. | 4 | 4 |
| 331 | 35.91 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 6 |
| 334 | 35.91 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 6 |
| 338 | 35.92 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 6 | 1 |
| 339 | 35.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 10 |
| 340 | 35.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 12 |
| 346 | 35.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 10 |
| 348 | 35.93 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
| 364 | 35.94 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 23 |
| 367 | 35.95 | wind | 9.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
| 374 | 35.97 | wind | 7.0 | 720 | < th | dose independent | rect. | 4 | 4 |
| 393 | 36.00 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 14 |
| 394 | 36.00 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 20 | 20 |
| 407 | 36.03 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 4 |
| 411 | 36.04 | radiation | 10.0 | 720 | < th | dose independent | rect. | 9 | 15 |
| 417 | 36.05 | temperature | 10.0 | 720 | > th | dose independent | rect. | 4 | 4 |
| 418 | 36.05 | temperature | 30.0 | 720 | < th | dose independent | rect. | 4 | 4 |
| 419 | 36.05 | humidity | 50.0 | 720 | > th | dose independent | rect. | 4 | 4 |
| 421 | 36.05 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 4 | 4 |
| 422 | 36.05 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 4 | 4 |
| 426 | 36.05 | temperature | 10.0 | 720 | > th | dose independent | rect. | 8 | 20 |
| 429 | 36.06 | temperature | 20.0 | 720 | > th | dose independent | rect. | 6 | 1 |
| 430 | 36.06 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 4 | 4 |
| 434 | 36.06 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 4 | 4 |
| 464 | 36.10 | temperature | 10.0 | 720 | > th | dose independent | rect. | 16 | 4 |
| 465 | 36.10 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 16 | 4 |
| 466 | 36.10 | radiation | 40.0 | 720 | < th | dose independent | rect. | 16 | 4 |
| 470 | 36.10 | temperature | 10.0 | 720 | > th | dose independent | rect. | 20 | 20 |
| 481 | 36.11 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 502 | 36.13 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
| 506 | 36.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 509 | 36.14 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 510 | 36.14 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
| 511 | 36.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 20 |
| 537 | 36.16 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 10 |
| 547 | 36.16 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 10 |
| 562 | 36.19 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 3 |
| 566 | 36.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 12 |
| 574 | 36.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 12 |
| 576 | 36.19 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 4 | 21 |
| 604 | 36.22 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 12 |
| 605 | 36.22 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 13 |
| 623 | 36.23 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 15 | 4 |
| 630 | 36.23 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
| 644 | 36.24 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 13 |
| 653 | 36.24 | radiation | 1.0 | 90 | < th | dose independent | rect. | 18 | 23 |
| 655 | 36.25 | wind | 5.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 660 | 36.25 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 5 |
| 666 | 36.25 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 678 | 36.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 12 |
| 679 | 36.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 12 |
| 680 | 36.26 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 12 |
| 685 | 36.26 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 21 |
| 702 | 36.27 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 12 |
| 705 | 36.27 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 13 |
| 706 | 36.27 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 20 | 20 |
| 712 | 36.27 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 13 |
| 715 | 36.28 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 3 |
| 718 | 36.28 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 3 |
| 723 | 36.29 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 725 | 36.29 | temperature | 30.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 726 | 36.29 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 728 | 36.29 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 729 | 36.29 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 737 | 36.29 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 740 | 36.29 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 787 | 36.34 | temperature | 30.0 | 90 | < th | dose independent | rect. | 9 | 12 |
| 788 | 36.34 | temperature | 30.0 | 10 | < th | dose independent | rect. | 18 | 12 |
| 808 | 36.36 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 830 | 36.38 | wind | 1.0 | 720 | > th | dose independent | rect. | 16 | 4 |
| 833 | 36.38 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 13 |
| 850 | 36.39 | wind | 9.0 | 720 | < th | dose independent | rect. | 24 | 20 |
| 856 | 36.40 | wind | 7.0 | 10 | < th | dose independent | rect. | 19 | 11 |
| 862 | 36.40 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 3 |
| 869 | 36.41 | radiation | 40.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 876 | 36.41 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 21 |
| 883 | 36.41 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 21 |
| 899 | 36.43 | wind | 1.0 | 720 | > th | dose independent | rect. | 17 | 2 |
| 904 | 36.43 | wind | 1.0 | 720 | > th | dose independent | rect. | 8 | 12 |
| 927 | 36.45 | wind | 9.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
| 937 | 36.45 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 22 |
| 941 | 36.46 | wind | 1.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 942 | 36.46 | temperature | 20.0 | 270 | > th | dose independent | rect. | 12 | 11 |
| 956 | 36.47 | radiation | 1.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 958 | 36.47 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 4 |
| 970 | 36.47 | radiation | 1.0 | 90 | < th | dose dependent | no | NA | NA |
| 971 | 36.47 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 4 |