Os04g0506000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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Os04g0506000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 63.08 | 0.373 | 10.7 | 0.723 | 1.96 | -0.725 | 0.331 | 0.493 | -0.191 | 5.51 | 18.63 | 10 | -- | -- |
| 64.38 | 0.374 | 10.7 | 0.707 | 1.96 | -0.732 | 0.396 | -- | -0.192 | 5.47 | 18.05 | 9 | -- | -- |
| 63.31 | 0.371 | 10.7 | 0.719 | 1.97 | -0.723 | -- | 0.527 | -0.192 | 5.49 | 17.04 | 9 | -- | -- |
| 64.75 | 0.375 | 10.7 | 0.708 | 1.96 | -0.706 | -- | -- | -0.194 | 5.53 | 18.16 | 9 | -- | -- |
| 253.31 | 0.745 | 10.7 | 0.791 | -- | -0.575 | -- | 0.49 | -0.156 | -- | 7.639 | 6 | -- | -- |
| 73.38 | 0.402 | 10.7 | 0.726 | 2.02 | -- | 0.0499 | -- | -0.183 | 6.95 | -- | -- | -- | -- |
| 73.39 | 0.401 | 10.7 | 0.727 | 2.02 | -- | -- | -- | -0.183 | 6.95 | -- | -- | -- | -- |
| 254.63 | 0.746 | 10.7 | 0.781 | -- | -0.577 | -- | -- | -0.159 | -- | 6.902 | 2 | -- | -- |
| 77.83 | 0.411 | 10.7 | -- | 1.98 | -0.738 | -- | -- | -0.27 | 5.45 | 17.11 | 6 | -- | -- |
| 288.72 | 0.794 | 10.7 | 0.769 | -- | -- | -- | -- | -0.145 | -- | -- | -- | -- | -- |
| 87.33 | 0.437 | 10.7 | -- | 2.03 | -- | -- | -- | -0.264 | 6.93 | -- | -- | -- | -- |
| 270.39 | 0.766 | 10.8 | -- | -- | -0.582 | -- | -- | -0.248 | -- | 6.72 | 2 | -- | -- |
| 304.33 | 0.814 | 10.7 | -- | -- | -- | -- | -- | -0.231 | -- | -- | -- | -- | -- |
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 | 59.23 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 1 | 16 |
| 29 | 61.46 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 16 |
| 33 | 61.64 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 18 |
| 48 | 62.03 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 20 | 6 |
| 50 | 62.07 | radiation | 10.0 | 10 | < th | dose dependent | sin | 2 | NA |
| 51 | 62.10 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 9 |
| 61 | 62.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 10 |
| 62 | 62.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 10 |
| 69 | 62.41 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 5 |
| 70 | 62.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 10 |
| 71 | 62.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 10 |
| 72 | 62.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 10 |
| 73 | 62.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 14 |
| 85 | 62.72 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 12 | 16 |
| 93 | 62.81 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 10 |
| 97 | 62.86 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 12 | 22 |
| 98 | 62.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 6 |
| 99 | 62.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 6 |
| 101 | 62.89 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 15 |
| 108 | 62.94 | radiation | 20.0 | 30 | < th | dose independent | rect. | 12 | 17 |
| 119 | 63.00 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 6 |
| 127 | 63.04 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 14 |
| 129 | 63.06 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 7 |
| 130 | 63.06 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
| 135 | 63.11 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 6 |
| 136 | 63.11 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 22 | 21 |
| 142 | 63.19 | temperature | 30.0 | 270 | < th | dose independent | rect. | 13 | 4 |
| 150 | 63.24 | radiation | 20.0 | 10 | < th | dose dependent | no | NA | NA |
| 159 | 63.30 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
| 167 | 63.35 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 18 |
| 170 | 63.35 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 1 | 10 |
| 189 | 63.46 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 18 |
| 212 | 63.52 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 10 |
| 214 | 63.52 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 18 |
| 220 | 63.56 | wind | 9.0 | 270 | < th | dose dependent | rect. | 17 | 6 |
| 223 | 63.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 6 |
| 224 | 63.58 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 6 |
| 228 | 63.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 18 |
| 230 | 63.59 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 5 |
| 234 | 63.59 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 5 |
| 242 | 63.61 | temperature | 30.0 | 90 | < th | dose independent | rect. | 13 | 6 |
| 248 | 63.62 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 13 | 16 |
| 267 | 63.69 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 3 |
| 286 | 63.75 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 5 |
| 293 | 63.76 | wind | 7.0 | 270 | < th | dose independent | rect. | 18 | 4 |
| 303 | 63.78 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 15 |
| 329 | 63.86 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 24 | 10 |
| 332 | 63.87 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 5 |
| 333 | 63.87 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 5 |
| 335 | 63.87 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 5 |
| 336 | 63.87 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 5 |
| 344 | 63.87 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 5 |
| 368 | 63.88 | wind | 9.0 | 270 | < th | dose dependent | rect. | 18 | 4 |
| 369 | 63.88 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 6 |
| 399 | 63.94 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 13 |
| 408 | 63.96 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 6 |
| 409 | 63.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 6 |
| 447 | 64.01 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 17 |
| 453 | 64.02 | radiation | 1.0 | 10 | > th | dose independent | sin | 1 | NA |
| 454 | 64.02 | temperature | 25.0 | 10 | < th | dose independent | rect. | 13 | 5 |
| 463 | 64.03 | temperature | 15.0 | 10 | > th | dose independent | rect. | 19 | 6 |
| 471 | 64.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 18 |
| 474 | 64.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 18 |
| 475 | 64.05 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 2 |
| 489 | 64.07 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 1 | 18 |
| 511 | 64.11 | wind | 7.0 | 10 | < th | dose independent | rect. | 19 | 6 |
| 521 | 64.12 | temperature | 30.0 | 10 | < th | dose independent | rect. | 19 | 6 |
| 522 | 64.12 | humidity | 50.0 | 10 | > th | dose independent | rect. | 19 | 6 |
| 524 | 64.12 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 19 | 6 |
| 525 | 64.12 | radiation | 1.0 | 10 | < th | dose independent | rect. | 19 | 6 |
| 530 | 64.12 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 18 |
| 532 | 64.12 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 1 | 18 |
| 535 | 64.12 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 19 | 6 |
| 561 | 64.16 | wind | 9.0 | 10 | < th | dose independent | rect. | 1 | 18 |
| 587 | 64.21 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 13 | 6 |
| 599 | 64.23 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 4 |
| 643 | 64.26 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 3 |
| 646 | 64.26 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 3 |
| 686 | 64.32 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 1 | 7 |
| 689 | 64.32 | temperature | 25.0 | 30 | < th | dose independent | rect. | 24 | 19 |
| 702 | 64.34 | radiation | 40.0 | 270 | < th | dose independent | rect. | 18 | 17 |
| 710 | 64.36 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 18 |
| 714 | 64.36 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 18 |
| 718 | 64.37 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 20 |
| 731 | 64.39 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 11 |
| 762 | 64.42 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 15 | 14 |
| 764 | 64.42 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 8 | 9 |
| 769 | 64.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 15 |
| 772 | 64.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 15 |
| 816 | 64.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 14 |
| 818 | 64.49 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 12 | 15 |
| 823 | 64.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 14 |
| 840 | 64.52 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 7 |
| 868 | 64.56 | radiation | 20.0 | 30 | < th | dose independent | rect. | 12 | 7 |
| 885 | 64.60 | temperature | 25.0 | 30 | < th | dose independent | rect. | 13 | 16 |
| 901 | 64.62 | radiation | 10.0 | 90 | < th | dose independent | rect. | 24 | 10 |
| 902 | 64.62 | wind | 1.0 | 270 | > th | dose independent | rect. | 24 | 17 |
| 905 | 64.62 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 22 | 9 |
| 908 | 64.63 | humidity | 80.0 | 10 | > th | dose independent | rect. | 1 | 16 |
| 912 | 64.63 | radiation | 10.0 | 10 | < th | dose independent | rect. | 22 | 21 |
| 913 | 64.63 | wind | 9.0 | 10 | < th | dose dependent | rect. | 19 | 6 |
| 916 | 64.64 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 4 |
| 917 | 64.64 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 17 |
| 919 | 64.64 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 1 | 16 |
| 921 | 64.64 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 17 |
| 945 | 64.67 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 19 |
| 949 | 64.67 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 19 |
| 953 | 64.68 | wind | 7.0 | 270 | < th | dose independent | rect. | 18 | 17 |
| 960 | 64.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 7 |
| 969 | 64.72 | radiation | 1.0 | 10 | < th | dose independent | sin | 1 | NA |