Os03g0306100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Galactosyl transferase family protein.
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Os03g0306100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Galactosyl transferase 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 206.01 | 0.674 | 2.79 | 0.431 | 0.0146 | 8.2 | 0.872 | -31 | -0.0212 | 17.1 | 0.3676 | 97 | -- | -- |
| 213.23 | 0.685 | 2.86 | 0.268 | 0.0396 | -0.404 | 0.847 | -- | -0.0033 | 17.3 | 13.87 | 101 | -- | -- |
| 207.52 | 0.671 | 2.79 | 0.424 | 0.0798 | 8 | -- | -30.8 | -0.015 | 11.8 | 0.3813 | 97 | -- | -- |
| 214.37 | 0.686 | 2.85 | 0.262 | 0.0725 | -0.689 | -- | -- | 0.00252 | 13.9 | 0.2519 | 268 | -- | -- |
| 207.93 | 0.672 | 2.79 | 0.423 | -- | 7.91 | -- | -30.3 | -0.0162 | -- | 0.3347 | 97 | -- | -- |
| 213.41 | 0.685 | 2.86 | 0.274 | 0.0352 | -- | 0.84 | -- | -0.00451 | 17.4 | -- | -- | -- | -- |
| 214.99 | 0.687 | 2.86 | 0.273 | 0.0656 | -- | -- | -- | -0.000254 | 13.8 | -- | -- | -- | -- |
| 214.32 | 0.682 | 2.85 | 0.242 | -- | -0.653 | -- | -- | 0.00444 | -- | 0.07279 | 139 | -- | -- |
| 215.54 | 0.684 | 2.86 | -- | 0.0696 | -0.809 | -- | -- | -0.0196 | 13.1 | 0.4305 | 140 | -- | -- |
| 215.25 | 0.686 | 2.86 | 0.271 | -- | -- | -- | -- | -0.00175 | -- | -- | -- | -- | -- |
| 216.96 | 0.689 | 2.86 | -- | 0.0606 | -- | -- | -- | -0.0307 | 13.7 | -- | -- | -- | -- |
| 215.82 | 0.684 | 2.86 | -- | -- | -0.78 | -- | -- | -0.0205 | -- | 0.3097 | 140 | -- | -- |
| 217.18 | 0.688 | 2.86 | -- | -- | -- | -- | -- | -0.0318 | -- | -- | -- | -- | -- |
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 | 194.83 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 21 | 5 |
| 5 | 194.83 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 21 | 5 |
| 17 | 196.14 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 12 | 1 |
| 18 | 196.79 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 1 |
| 20 | 196.79 | wind | 7.0 | 90 | > th | dose dependent | rect. | 21 | 1 |
| 21 | 196.79 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 1 |
| 24 | 196.80 | wind | 7.0 | 90 | > th | dose independent | rect. | 20 | 1 |
| 76 | 196.96 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 12 | 2 |
| 78 | 197.02 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 21 | 1 |
| 89 | 197.02 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 21 | 1 |
| 159 | 198.95 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 12 | 1 |
| 172 | 199.22 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
| 174 | 199.24 | radiation | 40.0 | 10 | > th | dose dependent | rect. | 12 | 1 |
| 180 | 199.29 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 12 | 1 |
| 195 | 199.47 | humidity | 70.0 | 30 | < th | dose independent | rect. | 12 | 1 |
| 200 | 199.53 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 13 | 9 |
| 203 | 199.53 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 13 | 23 |
| 205 | 199.57 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 13 | 23 |
| 206 | 199.57 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 13 | 23 |
| 207 | 199.58 | radiation | 40.0 | 10 | > th | dose independent | rect. | 12 | 1 |
| 226 | 199.80 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
| 228 | 199.81 | temperature | 30.0 | 10 | > th | dose independent | rect. | 12 | 1 |
| 230 | 199.82 | wind | 9.0 | 30 | < th | dose independent | rect. | 13 | 23 |
| 235 | 199.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 239 | 199.85 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 242 | 199.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
| 251 | 199.96 | wind | 7.0 | 30 | < th | dose independent | rect. | 12 | 1 |
| 254 | 199.97 | wind | 1.0 | 30 | > th | dose independent | rect. | 12 | 1 |
| 255 | 199.97 | temperature | 20.0 | 30 | > th | dose independent | rect. | 12 | 1 |
| 256 | 199.97 | wind | 9.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
| 258 | 199.98 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 1 |
| 262 | 199.98 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 12 | 1 |
| 263 | 199.98 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 1 |
| 264 | 199.98 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 1 |
| 265 | 199.98 | temperature | 10.0 | 30 | > th | dose independent | rect. | 13 | 23 |
| 266 | 199.98 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 1 |
| 269 | 200.01 | humidity | 60.0 | 30 | > th | dose independent | rect. | 12 | 1 |
| 272 | 200.04 | wind | 1.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
| 280 | 200.16 | temperature | 30.0 | 30 | < th | dose independent | rect. | 12 | 1 |
| 284 | 200.25 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
| 287 | 200.31 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
| 426 | 201.69 | wind | 1.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
| 443 | 201.92 | wind | 1.0 | 14400 | > th | dose independent | rect. | 7 | 5 |
| 445 | 201.98 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 448 | 202.05 | wind | 1.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
| 450 | 202.05 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 4 |
| 451 | 202.07 | wind | 1.0 | 14400 | < th | dose independent | rect. | 7 | 5 |
| 469 | 202.10 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 3 |
| 482 | 202.29 | wind | 1.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
| 485 | 202.33 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
| 490 | 202.38 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
| 560 | 202.80 | humidity | 50.0 | 30 | > th | dose independent | rect. | 13 | 23 |
| 565 | 202.86 | precipitation | 0.1 | 90 | > th | dose independent | sin | 17 | NA |
| 585 | 203.06 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 21 |
| 593 | 203.09 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 16 |
| 594 | 203.09 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 18 |
| 598 | 203.11 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 600 | 203.13 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 610 | 203.18 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 12 | 2 |
| 612 | 203.20 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 5 |
| 634 | 203.24 | precipitation | 0.1 | 90 | < th | dose independent | sin | 19 | NA |
| 642 | 203.24 | precipitation | 0.1 | 90 | < th | dose dependent | sin | 19 | NA |
| 663 | 203.29 | temperature | 25.0 | 90 | < th | dose independent | rect. | 20 | 3 |
| 669 | 203.31 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 684 | 203.34 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 711 | 203.40 | temperature | 30.0 | 10 | > th | dose independent | rect. | 12 | 7 |
| 744 | 203.45 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 2 |
| 751 | 203.46 | temperature | 30.0 | 10 | > th | dose independent | rect. | 12 | 4 |
| 754 | 203.47 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 16 | 14 |
| 760 | 203.48 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 781 | 203.50 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 785 | 203.51 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 21 |
| 810 | 203.58 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 20 | 19 |
| 817 | 203.60 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 10 | 19 |
| 823 | 203.61 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 12 | 5 |
| 828 | 203.62 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 16 | 1 |
| 829 | 203.62 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 10 | 9 |
| 851 | 203.63 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 12 | 8 |
| 853 | 203.63 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 12 | 11 |
| 877 | 203.65 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 15 | 2 |
| 878 | 203.65 | temperature | 25.0 | 270 | < th | dose independent | rect. | 18 | 4 |
| 880 | 203.65 | radiation | 10.0 | 43200 | < th | dose dependent | sin | 19 | NA |
| 890 | 203.66 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 915 | 203.68 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
| 921 | 203.69 | radiation | 20.0 | 43200 | < th | dose dependent | sin | 16 | NA |
| 935 | 203.70 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 18 |
| 940 | 203.71 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 21 |
| 966 | 203.72 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 20 | 19 |
| 993 | 203.75 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |