Os11g0702900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os11g0702900 |
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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 70.65 | 0.395 | 7.61 | 0.686 | 2.53 | -0.315 | -0.0228 | 5.78 | 0.208 | 6.37 | 29.5 | 4268 | -- | -- |
| 75.02 | 0.403 | 7.48 | 1.81 | 2.52 | 0.282 | -0.213 | -- | 0.331 | 6.35 | 30.6 | 1375 | -- | -- |
| 70.64 | 0.391 | 7.61 | 0.686 | 2.53 | -0.315 | -- | 5.77 | 0.209 | 6.38 | 29.5 | 4283 | -- | -- |
| 74.33 | 0.402 | 7.48 | 1.86 | 2.5 | 0.322 | -- | -- | 0.341 | 6.38 | 31.2 | 2778 | -- | -- |
| 378.85 | 0.911 | 7.52 | 1.88 | -- | 0.568 | -- | 0.501 | 0.468 | -- | 29 | 4903 | -- | -- |
| 79.28 | 0.417 | 7.47 | 1.76 | 2.5 | -- | -0.0473 | -- | 0.388 | 6.41 | -- | -- | -- | -- |
| 79.29 | 0.417 | 7.47 | 1.76 | 2.5 | -- | -- | -- | 0.388 | 6.41 | -- | -- | -- | -- |
| 374.66 | 0.901 | 7.51 | 1.63 | -- | 0.695 | -- | -- | 0.436 | -- | 28.2 | 1997 | -- | -- |
| 160.59 | 0.593 | 7.51 | -- | 2.54 | -0.158 | -- | -- | 0.203 | 6.34 | 31.2 | 2778 | -- | -- |
| 403.32 | 0.938 | 7.52 | 1.83 | -- | -- | -- | -- | 0.441 | -- | -- | -- | -- | -- |
| 161.15 | 0.594 | 7.51 | -- | 2.52 | -- | -- | -- | 0.192 | 6.37 | -- | -- | -- | -- |
| 462.01 | 1 | 7.6 | -- | -- | -0.798 | -- | -- | 0.0182 | -- | 29.4 | 47520 | -- | -- |
| 491.34 | 1.03 | 7.56 | -- | -- | -- | -- | -- | 0.238 | -- | -- | -- | -- | -- |
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 | 62.59 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 20 | 20 |
| 7 | 63.77 | radiation | 10.0 | 90 | < th | dose independent | rect. | 20 | 20 |
| 13 | 64.28 | humidity | 50.0 | 30 | > th | dose independent | rect. | 16 | 4 |
| 14 | 64.44 | humidity | 50.0 | 30 | > th | dose independent | rect. | 16 | 19 |
| 15 | 64.52 | temperature | 15.0 | 30 | > th | dose independent | rect. | 20 | 20 |
| 16 | 64.53 | wind | 1.0 | 90 | > th | dose dependent | rect. | 16 | 4 |
| 18 | 64.59 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 20 | 17 |
| 19 | 64.63 | radiation | 20.0 | 270 | < th | dose dependent | sin | 12 | NA |
| 22 | 64.65 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 16 | 4 |
| 24 | 64.71 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 4 |
| 25 | 64.73 | temperature | 10.0 | 30 | > th | dose independent | rect. | 16 | 4 |
| 27 | 64.73 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 16 | 4 |
| 29 | 64.73 | radiation | 40.0 | 30 | < th | dose independent | rect. | 16 | 4 |
| 30 | 64.73 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 4 |
| 32 | 64.73 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 4 |
| 33 | 64.74 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 20 | 12 |
| 34 | 64.75 | wind | 1.0 | 30 | > th | dose independent | rect. | 16 | 4 |
| 35 | 64.75 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 20 |
| 36 | 64.77 | radiation | 20.0 | 30 | < th | dose independent | rect. | 16 | 4 |
| 51 | 64.89 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 19 |
| 52 | 64.89 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 19 |
| 54 | 64.92 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 4 |
| 57 | 64.92 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 17 | 4 |
| 63 | 64.92 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 20 |
| 70 | 64.96 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 5 |
| 72 | 64.96 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 5 |
| 73 | 64.96 | temperature | 10.0 | 30 | > th | dose independent | rect. | 16 | 19 |
| 75 | 64.98 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 5 |
| 76 | 64.98 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 5 |
| 77 | 64.99 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 19 |
| 78 | 65.04 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 11 | 5 |
| 79 | 65.06 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 5 |
| 83 | 65.06 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 19 |
| 87 | 65.07 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 20 |
| 88 | 65.07 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 20 |
| 90 | 65.11 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 15 | 17 |
| 94 | 65.16 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 18 | 14 |
| 95 | 65.17 | wind | 9.0 | 30 | < th | dose independent | rect. | 20 | 20 |
| 105 | 65.22 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 18 | 11 |
| 109 | 65.30 | radiation | 10.0 | 270 | < th | dose independent | sin | 12 | NA |
| 110 | 65.30 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 5 |
| 127 | 65.45 | radiation | 1.0 | 270 | < th | dose independent | rect. | 18 | 11 |
| 129 | 65.46 | wind | 1.0 | 10 | > th | dose independent | rect. | 11 | 5 |
| 130 | 65.47 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 16 | 4 |
| 131 | 65.48 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 11 |
| 135 | 65.51 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 20 | 16 |
| 145 | 65.60 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 13 |
| 152 | 65.66 | wind | 5.0 | 270 | > th | dose independent | rect. | 15 | 3 |
| 155 | 65.68 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 11 |
| 164 | 65.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 11 |
| 165 | 65.73 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 11 |
| 169 | 65.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 13 |
| 170 | 65.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 13 |
| 174 | 65.79 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 14 | 19 |
| 177 | 65.81 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 16 | 19 |
| 180 | 65.83 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 16 | 4 |
| 184 | 65.89 | radiation | 10.0 | 270 | > th | dose independent | rect. | 14 | 19 |
| 185 | 65.91 | wind | 9.0 | 30 | < th | dose independent | rect. | 7 | 13 |
| 196 | 65.92 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 20 |
| 200 | 65.94 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 1 |
| 211 | 65.98 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 11 | 5 |
| 213 | 65.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 1 |
| 215 | 65.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 1 |
| 216 | 66.00 | wind | 1.0 | 270 | > th | dose independent | rect. | 16 | 1 |
| 218 | 66.01 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 1 |
| 220 | 66.01 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 16 | 1 |
| 222 | 66.01 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 1 |
| 223 | 66.01 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 23 |
| 236 | 66.07 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 16 | 19 |
| 237 | 66.08 | radiation | 1.0 | 30 | > th | dose independent | rect. | 11 | 5 |
| 238 | 66.08 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 11 |
| 239 | 66.08 | temperature | 10.0 | 10 | > th | dose independent | rect. | 20 | 11 |
| 240 | 66.08 | temperature | 30.0 | 10 | < th | dose independent | rect. | 20 | 11 |
| 242 | 66.08 | humidity | 50.0 | 10 | > th | dose independent | rect. | 20 | 11 |
| 245 | 66.08 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 11 |
| 246 | 66.08 | radiation | 20.0 | 10 | < th | dose independent | rect. | 20 | 11 |
| 249 | 66.08 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 13 |
| 251 | 66.08 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 7 | 13 |
| 256 | 66.17 | radiation | 1.0 | 270 | > th | dose dependent | sin | 12 | NA |
| 257 | 66.19 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 20 | 20 |
| 273 | 66.20 | radiation | 10.0 | 270 | > th | dose independent | rect. | 15 | 17 |
| 277 | 66.21 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 16 | 1 |
| 283 | 66.24 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 7 | 13 |
| 285 | 66.24 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 7 | 13 |
| 297 | 66.30 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
| 300 | 66.30 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 11 |
| 304 | 66.30 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
| 309 | 66.30 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
| 310 | 66.30 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 13 |
| 319 | 66.34 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 13 |
| 321 | 66.34 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 13 |
| 324 | 66.37 | humidity | 90.0 | 270 | < th | dose independent | rect. | 16 | 1 |
| 326 | 66.38 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 2 |
| 332 | 66.45 | humidity | 50.0 | 30 | > th | dose independent | rect. | 11 | 5 |
| 334 | 66.45 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 16 | 1 |
| 348 | 66.51 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 19 |
| 353 | 66.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 21 |
| 354 | 66.53 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 16 | 4 |
| 371 | 66.62 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 2 | 6 |
| 384 | 66.70 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 1 |
| 386 | 66.70 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 11 |
| 394 | 66.75 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 11 |
| 398 | 66.75 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 11 |
| 400 | 66.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 1 |
| 401 | 66.76 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 1 |
| 402 | 66.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 1 |
| 407 | 66.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 21 |
| 409 | 66.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 23 |
| 410 | 66.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 1 |
| 419 | 66.80 | humidity | 90.0 | 30 | < th | dose independent | rect. | 11 | 5 |
| 421 | 66.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 11 |
| 422 | 66.81 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 11 |
| 423 | 66.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 13 |
| 425 | 66.82 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 11 |
| 427 | 66.83 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 11 |
| 428 | 66.83 | radiation | 10.0 | 720 | < th | dose independent | rect. | 18 | 16 |
| 431 | 66.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 11 |
| 432 | 66.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 11 |
| 433 | 66.85 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 1 |
| 439 | 66.87 | wind | 1.0 | 30 | > th | dose independent | rect. | 7 | 13 |
| 441 | 66.87 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 16 | 19 |
| 443 | 66.88 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 2 | 8 |
| 456 | 66.94 | humidity | 90.0 | 270 | < th | dose independent | rect. | 11 | 1 |
| 460 | 66.95 | radiation | 10.0 | 720 | < th | dose independent | rect. | 18 | 14 |
| 463 | 66.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 11 | 1 |
| 495 | 67.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 1 |
| 518 | 67.09 | radiation | 10.0 | 90 | < th | dose independent | rect. | 20 | 13 |
| 520 | 67.10 | radiation | 10.0 | 270 | > th | dose independent | sin | 12 | NA |
| 551 | 67.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 1 |
| 553 | 67.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 21 |
| 559 | 67.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 19 |
| 560 | 67.19 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 21 |
| 561 | 67.19 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 23 |
| 562 | 67.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 23 |
| 565 | 67.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 19 |
| 566 | 67.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 23 |
| 587 | 67.23 | radiation | 10.0 | 720 | > th | dose independent | rect. | 17 | 17 |
| 600 | 67.28 | radiation | 10.0 | 720 | > th | dose independent | rect. | 7 | 3 |
| 615 | 67.33 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 13 |
| 619 | 67.34 | humidity | 90.0 | 30 | < th | dose independent | rect. | 16 | 4 |
| 631 | 67.36 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 1 |
| 691 | 67.49 | radiation | 40.0 | 270 | < th | dose independent | rect. | 9 | 5 |
| 693 | 67.49 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 1 | 10 |
| 706 | 67.54 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 21 |
| 707 | 67.54 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 21 |
| 732 | 67.62 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 13 |
| 734 | 67.62 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 13 |
| 744 | 67.67 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 11 |
| 766 | 67.71 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 19 |
| 773 | 67.72 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 1 |
| 780 | 67.73 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 4 |
| 797 | 67.77 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 20 | 11 |
| 799 | 67.78 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 19 |
| 810 | 67.80 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 5 |
| 816 | 67.81 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 23 |
| 821 | 67.81 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 23 |
| 828 | 67.83 | wind | 3.0 | 90 | > th | dose dependent | rect. | 16 | 7 |
| 856 | 67.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 11 |
| 857 | 67.89 | humidity | 80.0 | 10 | < th | dose independent | rect. | 16 | 19 |
| 859 | 67.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 11 |
| 862 | 67.90 | radiation | 10.0 | 720 | < th | dose independent | rect. | 2 | 8 |
| 864 | 67.91 | radiation | 1.0 | 270 | > th | dose independent | rect. | 16 | 1 |
| 906 | 67.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 3 |
| 912 | 67.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 3 |
| 914 | 68.00 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 3 |
| 915 | 68.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 3 |
| 916 | 68.00 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 3 |
| 918 | 68.00 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 21 |
| 935 | 68.02 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 16 | 19 |
| 937 | 68.03 | wind | 5.0 | 270 | > th | dose independent | rect. | 14 | 9 |
| 944 | 68.04 | temperature | 30.0 | 10 | < th | dose independent | rect. | 16 | 4 |
| 945 | 68.04 | radiation | 10.0 | 720 | < th | dose independent | rect. | 2 | 6 |
| 954 | 68.06 | humidity | 50.0 | 270 | > th | dose independent | rect. | 10 | 3 |
| 992 | 68.09 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 21 |