Os04g0665600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Phosphate starvation response regulator-like protein.
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Os04g0665600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Phosphate starvation response regulator-like 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 194.37 | 0.655 | 7.62 | 2.13 | 0.994 | 0.833 | -1.8 | -0.857 | 0.892 | 1.24 | 9.991 | 1442 | -- | -- |
| 195.58 | 0.651 | 7.61 | 2.12 | 0.994 | 0.842 | -1.74 | -- | 0.89 | 1.2 | 9.99 | 1447 | -- | -- |
| 205.49 | 0.668 | 7.61 | 2.05 | 0.956 | 1.06 | -- | -0.896 | 0.905 | 1.34 | 9.997 | 1594 | -- | -- |
| 208.16 | 0.672 | 7.6 | 2.13 | 0.96 | 1.06 | -- | -- | 0.927 | 1.42 | 9.997 | 1586 | -- | -- |
| 213.38 | 0.68 | 7.62 | 2.16 | -- | 1.64 | -- | -0.923 | 0.907 | -- | 5.57 | 1752 | -- | -- |
| 213.4 | 0.685 | 7.64 | 2.22 | 0.979 | -- | -1.95 | -- | 0.763 | 1.19 | -- | -- | -- | -- |
| 228.68 | 0.708 | 7.63 | 2.28 | 0.99 | -- | -- | -- | 0.772 | 1.55 | -- | -- | -- | -- |
| 218.2 | 0.688 | 7.58 | 2.25 | -- | 1.67 | -- | -- | 0.957 | -- | 5.58 | 1760 | -- | -- |
| 307.11 | 0.816 | 7.6 | -- | 1.1 | 1.31 | -- | -- | 0.924 | 1.39 | 9.993 | 7370 | -- | -- |
| 288.71 | 0.794 | 7.62 | 2.32 | -- | -- | -- | -- | 0.794 | -- | -- | -- | -- | -- |
| 366.25 | 0.895 | 7.69 | -- | 1.03 | -- | -- | -- | 0.518 | 1.62 | -- | -- | -- | -- |
| 338.22 | 0.857 | 7.62 | -- | -- | 1.99 | -- | -- | 0.757 | -- | 9.06 | 1788 | -- | -- |
| 431.22 | 0.969 | 7.67 | -- | -- | -- | -- | -- | 0.536 | -- | -- | -- | -- | -- |
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 | 185.97 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 20 |
| 2 | 186.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 2 |
| 3 | 187.08 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 5 | 187.43 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
| 6 | 187.46 | radiation | 10.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 8 | 187.65 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 21 |
| 9 | 187.80 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
| 10 | 187.81 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 6 |
| 11 | 188.03 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 12 | 188.04 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 20 |
| 14 | 188.20 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 15 | 188.24 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 17 | 7 |
| 17 | 188.35 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
| 18 | 188.41 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 11 | 18 |
| 21 | 188.61 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 16 | 16 |
| 22 | 188.63 | radiation | 10.0 | 720 | < th | dose independent | rect. | 4 | 3 |
| 23 | 188.63 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 20 |
| 25 | 188.65 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 7 |
| 26 | 188.65 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
| 27 | 188.65 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 18 | 5 |
| 28 | 188.68 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
| 32 | 188.81 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 50 | 188.90 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 11 | 19 |
| 53 | 188.94 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 6 |
| 54 | 188.99 | temperature | 20.0 | 90 | > th | dose independent | rect. | 11 | 18 |
| 55 | 189.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 58 | 189.01 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 59 | 189.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 18 |
| 63 | 189.04 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 8 |
| 64 | 189.07 | radiation | 10.0 | 720 | < th | dose independent | rect. | 19 | 12 |
| 66 | 189.09 | radiation | 10.0 | 270 | < th | dose independent | rect. | 4 | 13 |
| 67 | 189.11 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 8 |
| 78 | 189.38 | radiation | 1.0 | 90 | > th | dose independent | sin | 9 | NA |
| 80 | 189.44 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 12 |
| 82 | 189.46 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 83 | 189.48 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 16 | 10 |
| 88 | 189.52 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
| 89 | 189.53 | wind | 5.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 93 | 189.58 | radiation | 10.0 | 270 | < th | dose independent | rect. | 4 | 11 |
| 95 | 189.62 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
| 97 | 189.64 | wind | 5.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 98 | 189.64 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 101 | 189.64 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
| 102 | 189.64 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
| 104 | 189.64 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 20 |
| 117 | 189.75 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 8 |
| 133 | 190.09 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 134 | 190.11 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 135 | 190.13 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 14 |
| 136 | 190.15 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 139 | 190.15 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 20 | 9 |
| 140 | 190.16 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 4 |
| 141 | 190.16 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 146 | 190.22 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 149 | 190.22 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 4 |
| 150 | 190.22 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 4 |
| 158 | 190.28 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 161 | 190.31 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 20 |
| 166 | 190.36 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 11 | 18 |
| 173 | 190.43 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 10 |
| 174 | 190.44 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 9 |
| 185 | 190.53 | wind | 1.0 | 10 | > th | dose independent | rect. | 4 | 7 |
| 189 | 190.55 | wind | 5.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 190 | 190.55 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 7 |
| 204 | 190.72 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 20 |
| 205 | 190.72 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 20 |
| 209 | 190.78 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 216 | 190.85 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 8 |
| 221 | 190.88 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 10 |
| 222 | 190.89 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
| 224 | 190.90 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 2 |
| 249 | 191.01 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
| 256 | 191.03 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 16 | 16 |
| 259 | 191.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 1 |
| 260 | 191.05 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 22 |
| 261 | 191.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 1 |
| 264 | 191.07 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 270 | 191.07 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
| 274 | 191.07 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 287 | 191.07 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 21 | 1 |
| 306 | 191.12 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 313 | 191.16 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 315 | 191.16 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 316 | 191.16 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 319 | 191.16 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 324 | 191.16 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 20 |
| 331 | 191.25 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 18 |
| 340 | 191.31 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 4 | 20 |
| 362 | 191.38 | wind | 9.0 | 90 | < th | dose independent | rect. | 11 | 18 |
| 366 | 191.42 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 6 |
| 368 | 191.42 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 6 |
| 371 | 191.44 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 6 |
| 373 | 191.44 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 6 |
| 374 | 191.44 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 382 | 191.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 22 |
| 384 | 191.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 22 |
| 399 | 191.54 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 403 | 191.56 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 16 | 16 |
| 415 | 191.64 | temperature | 25.0 | 720 | < th | dose independent | rect. | 19 | 5 |
| 423 | 191.67 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 2 |
| 424 | 191.68 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 11 | 18 |
| 425 | 191.68 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 11 | 18 |
| 428 | 191.69 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 16 | 16 |
| 430 | 191.71 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 20 |
| 431 | 191.71 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 2 |
| 436 | 191.74 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 5 |
| 440 | 191.76 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 16 |
| 443 | 191.77 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 2 |
| 444 | 191.77 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 15 | 18 |
| 456 | 191.80 | radiation | 10.0 | 720 | < th | dose independent | rect. | 4 | 20 |
| 457 | 191.81 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 470 | 191.86 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 484 | 191.94 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 19 | 4 |
| 529 | 192.10 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 536 | 192.13 | wind | 1.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 537 | 192.13 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 1 | 15 |
| 546 | 192.16 | radiation | 40.0 | 14400 | > th | dose independent | rect. | 15 | 17 |
| 552 | 192.19 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 2 |
| 559 | 192.21 | radiation | 10.0 | 720 | < th | dose independent | rect. | 19 | 22 |
| 571 | 192.28 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 19 | 11 |
| 581 | 192.34 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 12 |
| 582 | 192.35 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 6 | 2 |
| 599 | 192.39 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 17 | 2 |
| 601 | 192.40 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 22 |
| 604 | 192.41 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 11 | 18 |
| 616 | 192.45 | radiation | 10.0 | 1440 | < th | dose independent | sin | 11 | NA |
| 624 | 192.47 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 16 | 19 |
| 634 | 192.48 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 14 |
| 641 | 192.49 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 19 | 12 |
| 643 | 192.50 | wind | 9.0 | 90 | < th | dose dependent | rect. | 11 | 18 |
| 651 | 192.54 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 5 |
| 653 | 192.55 | wind | 5.0 | 43200 | > th | dose independent | rect. | 22 | 2 |
| 654 | 192.55 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 3 |
| 658 | 192.55 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 9 |
| 690 | 192.61 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 8 |
| 693 | 192.62 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
| 694 | 192.62 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 21 |
| 709 | 192.72 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 11 | NA |
| 712 | 192.72 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 7 |
| 716 | 192.74 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
| 723 | 192.75 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 5 | 12 |
| 727 | 192.78 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
| 734 | 192.80 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 5 |
| 740 | 192.82 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 22 | 10 |
| 744 | 192.83 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 11 | NA |
| 746 | 192.83 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 7 |
| 752 | 192.84 | wind | 5.0 | 43200 | < th | dose independent | rect. | 22 | 2 |
| 753 | 192.84 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 20 | 12 |
| 766 | 192.87 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
| 785 | 192.89 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 15 | 21 |
| 801 | 192.94 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 15 |
| 852 | 193.12 | temperature | 25.0 | 270 | < th | dose independent | rect. | 5 | 10 |
| 857 | 193.15 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
| 871 | 193.18 | wind | 1.0 | 43200 | < th | dose independent | rect. | 20 | 3 |
| 890 | 193.21 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 15 | 23 |
| 899 | 193.25 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 5 | 7 |
| 903 | 193.27 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
| 924 | 193.32 | temperature | 25.0 | 270 | < th | dose independent | rect. | 7 | 2 |
| 954 | 193.38 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 957 | 193.38 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 24 | 12 |
| 958 | 193.38 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 20 | 16 |
| 966 | 193.39 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 22 | 14 |
| 969 | 193.39 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 13 |
| 987 | 193.42 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
| 994 | 193.44 | radiation | 20.0 | 1440 | < th | dose dependent | sin | 11 | NA |