Os09g0506800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Meiotic asynaptic mutant 1.
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Os09g0506800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Meiotic asynaptic mutant 1.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 54.48 | 0.344 | 9 | -0.396 | 1.07 | -0.864 | 0.238 | 7.75 | 0.761 | 21.9 | 30 | 4320 | -- | -- |
| 59.28 | 0.361 | 8.86 | 0.892 | 1.1 | -0.121 | 0.253 | -- | 0.773 | 21.9 | 23.81 | 1656 | -- | -- |
| 54.69 | 0.344 | 9 | -0.408 | 1.07 | -0.869 | -- | 7.77 | 0.761 | 21.9 | 29.98 | 4320 | -- | -- |
| 59.27 | 0.359 | 8.86 | 0.874 | 1.07 | -0.164 | -- | -- | 0.761 | 21.7 | 23.6 | 1423 | -- | -- |
| 118.36 | 0.507 | 9 | -0.586 | -- | -1.02 | -- | 7.66 | 0.564 | -- | 29.5 | 3564 | -- | -- |
| 60.34 | 0.364 | 8.85 | 0.943 | 1.07 | -- | 0.223 | -- | 0.827 | 21.8 | -- | -- | -- | -- |
| 60.52 | 0.364 | 8.85 | 0.935 | 1.07 | -- | -- | -- | 0.827 | 21.8 | -- | -- | -- | -- |
| 108.08 | 0.484 | 8.82 | 1.03 | -- | -0.721 | -- | -- | 0.58 | -- | 25.8 | 692 | -- | -- |
| 61.16 | 0.364 | 8.91 | -- | 1.09 | -0.78 | -- | -- | 0.534 | 21.9 | 16.7 | 47520 | -- | -- |
| 129.18 | 0.531 | 8.82 | 0.945 | -- | -- | -- | -- | 0.826 | -- | -- | -- | -- | -- |
| 83.55 | 0.428 | 8.87 | -- | 1.08 | -- | -- | -- | 0.723 | 21.8 | -- | -- | -- | -- |
| 115.37 | 0.5 | 8.88 | -- | -- | -0.91 | -- | -- | 0.532 | -- | 26.31 | 748 | -- | -- |
| 152.73 | 0.577 | 8.84 | -- | -- | -- | -- | -- | 0.721 | -- | -- | -- | -- | -- |
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 | 50.80 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 2 | 50.81 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 7 | 23 |
| 4 | 51.10 | wind | 5.0 | 4320 | < th | dose independent | rect. | 14 | 1 |
| 5 | 51.14 | wind | 5.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
| 7 | 51.58 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 9 | 10 |
| 8 | 51.73 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 21 |
| 15 | 52.03 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 10 |
| 25 | 52.67 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 14 | 1 |
| 28 | 52.74 | humidity | 90.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 36 | 53.09 | temperature | 15.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 45 | 53.25 | wind | 5.0 | 14400 | > th | dose independent | rect. | 12 | 5 |
| 51 | 53.28 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 6 |
| 67 | 53.34 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 11 | 5 |
| 78 | 53.44 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 13 | 15 |
| 79 | 53.44 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 12 | 3 |
| 82 | 53.44 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 21 |
| 85 | 53.45 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 9 | 21 |
| 87 | 53.46 | temperature | 25.0 | 720 | > th | dose dependent | sin | 6 | NA |
| 102 | 53.53 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 14 | 16 |
| 107 | 53.56 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 3 |
| 114 | 53.60 | wind | 5.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 115 | 53.60 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 10 |
| 117 | 53.63 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 24 | 6 |
| 120 | 53.64 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 4 | 19 |
| 122 | 53.65 | radiation | 1.0 | 90 | > th | dose independent | rect. | 9 | 10 |
| 133 | 53.65 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 23 | 15 |
| 137 | 53.66 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 138 | 53.66 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 6 | 17 |
| 143 | 53.68 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
| 147 | 53.69 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 21 |
| 152 | 53.69 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 18 |
| 158 | 53.71 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 12 |
| 194 | 53.79 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 22 | 14 |
| 198 | 53.79 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 3 |
| 216 | 53.80 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 7 | 7 |
| 229 | 53.82 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 231 | 53.82 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 20 |
| 232 | 53.83 | wind | 1.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
| 242 | 53.84 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 11 | 21 |
| 244 | 53.84 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 12 | 3 |
| 252 | 53.86 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 254 | 53.86 | temperature | 30.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 255 | 53.86 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 257 | 53.86 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 258 | 53.86 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 259 | 53.86 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 3 |
| 264 | 53.86 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 3 |
| 267 | 53.87 | temperature | 30.0 | 720 | < th | dose independent | sin | 8 | NA |
| 272 | 53.88 | atmosphere | 1000.0 | 30 | > th | dose independent | sin | 2 | NA |
| 276 | 53.88 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 7 | 4 |
| 279 | 53.88 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 17 |
| 281 | 53.89 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 7 | 3 |
| 284 | 53.89 | radiation | 40.0 | 10 | < th | dose independent | rect. | 9 | 21 |
| 289 | 53.90 | radiation | 1.0 | 720 | < th | dose independent | rect. | 23 | 18 |
| 296 | 53.91 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 9 | 21 |
| 301 | 53.93 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 12 |
| 305 | 53.94 | atmosphere | 1005.0 | 720 | > th | dose independent | sin | 15 | NA |
| 306 | 53.94 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 11 |
| 309 | 53.94 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 21 |
| 312 | 53.94 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 21 |
| 316 | 53.96 | radiation | 1.0 | 720 | < th | dose independent | rect. | 8 | 15 |
| 341 | 53.98 | radiation | 1.0 | 30 | > th | dose independent | rect. | 6 | 3 |
| 345 | 53.98 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 14 |
| 355 | 53.98 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 14 |
| 369 | 54.00 | wind | 1.0 | 10 | > th | dose independent | rect. | 6 | 3 |
| 370 | 54.00 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 4 | 11 |
| 380 | 54.00 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 22 | 17 |
| 384 | 54.00 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 20 | 19 |
| 395 | 54.01 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 7 | 8 |
| 408 | 54.02 | radiation | 40.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 415 | 54.03 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
| 416 | 54.03 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 9 | 6 |
| 432 | 54.04 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 4 |
| 453 | 54.05 | temperature | 30.0 | 4320 | < th | dose independent | sin | 5 | NA |
| 482 | 54.07 | radiation | 1.0 | 720 | < th | dose independent | rect. | 12 | 11 |
| 498 | 54.09 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 499 | 54.09 | wind | 9.0 | 4320 | < th | dose dependent | rect. | 14 | 1 |
| 503 | 54.09 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 18 | 22 |
| 504 | 54.10 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 1 | 1 |
| 510 | 54.10 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
| 521 | 54.12 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 6 | 1 |
| 530 | 54.13 | wind | 9.0 | 14400 | > th | dose independent | rect. | 13 | 7 |
| 531 | 54.13 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 24 | 10 |
| 532 | 54.13 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 10 |
| 535 | 54.13 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 20 |
| 539 | 54.13 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 10 |
| 543 | 54.14 | wind | 1.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
| 547 | 54.14 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 6 | 3 |
| 570 | 54.16 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 580 | 54.16 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
| 599 | 54.18 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 3 |
| 603 | 54.18 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 7 | 3 |
| 605 | 54.18 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 10 |
| 612 | 54.18 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 21 |
| 618 | 54.18 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 12 | 11 |
| 623 | 54.19 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 4 |
| 631 | 54.20 | wind | 3.0 | 90 | < th | dose independent | rect. | 6 | 1 |
| 637 | 54.20 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 639 | 54.20 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 10 | 5 |
| 650 | 54.21 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 10 |
| 652 | 54.21 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 10 |
| 653 | 54.21 | temperature | 10.0 | 30 | > th | dose independent | rect. | 19 | 14 |
| 654 | 54.21 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 14 |
| 655 | 54.21 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 14 |
| 657 | 54.21 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 14 |
| 671 | 54.22 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 14 |
| 675 | 54.22 | wind | 5.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
| 681 | 54.22 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 13 | 17 |
| 701 | 54.23 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 1 |
| 702 | 54.23 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 7 | 3 |
| 725 | 54.24 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 23 |
| 727 | 54.24 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 6 |
| 729 | 54.24 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 23 |
| 745 | 54.26 | radiation | 1.0 | 90 | > th | dose independent | rect. | 6 | 1 |
| 750 | 54.26 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 23 |
| 754 | 54.26 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 13 | 10 |
| 756 | 54.26 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 13 | 12 |
| 760 | 54.27 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 1 |
| 762 | 54.27 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 1 |
| 763 | 54.27 | humidity | 50.0 | 90 | > th | dose independent | rect. | 6 | 1 |
| 765 | 54.27 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 1 |
| 767 | 54.27 | radiation | 40.0 | 90 | < th | dose independent | rect. | 6 | 1 |
| 768 | 54.27 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 1 |
| 777 | 54.27 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 1 |
| 783 | 54.28 | atmosphere | 1005.0 | 1440 | < th | dose independent | rect. | 13 | 15 |
| 851 | 54.33 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 23 | 2 |
| 857 | 54.33 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 18 | 12 |
| 891 | 54.34 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 896 | 54.35 | temperature | 30.0 | 4320 | > th | dose independent | sin | 4 | NA |
| 903 | 54.35 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 18 | 8 |
| 905 | 54.35 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 18 | 10 |
| 939 | 54.37 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 13 |
| 940 | 54.37 | radiation | 40.0 | 30 | < th | dose independent | rect. | 19 | 14 |
| 961 | 54.38 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 22 | 17 |
| 962 | 54.38 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 19 | 23 |
| 966 | 54.39 | wind | 9.0 | 14400 | < th | dose independent | rect. | 13 | 7 |
| 980 | 54.40 | temperature | 15.0 | 720 | > th | dose independent | rect. | 7 | 12 |