Os02g0827500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os02g0827500 |
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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20.61 | 0.213 | 11.8 | 0.209 | 0.892 | 0.208 | 0.248 | 2.5 | 0.00126 | 4.14 | 4.77 | 2446 | -- | -- |
| 21.42 | 0.216 | 11.7 | 0.462 | 0.896 | 0.304 | 0.371 | -- | 0.096 | 4.29 | 5.7 | 19884 | -- | -- |
| 20.78 | 0.212 | 11.8 | 0.206 | 0.89 | 0.213 | -- | 2.57 | -0.00069 | 4.12 | 4.805 | 2445 | -- | -- |
| 21.61 | 0.217 | 11.7 | 0.423 | 0.893 | 0.343 | -- | -- | 0.0972 | 4.14 | 4.151 | 19892 | -- | -- |
| 57.1 | 0.354 | 11.7 | 0.0878 | -- | -0.692 | -- | -0.245 | 0.0457 | -- | 3.401 | 2459 | -- | -- |
| 22.79 | 0.224 | 11.7 | 0.197 | 0.889 | -- | 0.363 | -- | 0.0453 | 4.17 | -- | -- | -- | -- |
| 23.16 | 0.225 | 11.7 | 0.194 | 0.891 | -- | -- | -- | 0.0433 | 4.16 | -- | -- | -- | -- |
| 51.04 | 0.334 | 11.7 | 0.0255 | -- | -0.809 | -- | -- | 0.0518 | -- | 0.9613 | 3230 | -- | -- |
| 24.12 | 0.229 | 11.7 | -- | 0.896 | 0.0382 | -- | -- | 0.0251 | 4.14 | 5.363 | 19885 | -- | -- |
| 66.15 | 0.38 | 11.7 | 0.229 | -- | -- | -- | -- | 0.067 | -- | -- | -- | -- | -- |
| 24.15 | 0.23 | 11.7 | -- | 0.894 | -- | -- | -- | 0.0217 | 4.15 | -- | -- | -- | -- |
| 50.95 | 0.334 | 11.7 | -- | -- | -0.828 | -- | -- | 0.0491 | -- | 0.8064 | 3240 | -- | -- |
| 67.54 | 0.384 | 11.7 | -- | -- | -- | -- | -- | 0.0415 | -- | -- | -- | -- | -- |
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 | 18.79 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 19 |
| 2 | 18.82 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 18 |
| 4 | 18.85 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 22 | 6 |
| 6 | 18.89 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 19 |
| 7 | 18.93 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
| 9 | 18.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 7 |
| 10 | 18.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 7 |
| 17 | 19.05 | radiation | 40.0 | 270 | < th | dose independent | rect. | 1 | 18 |
| 18 | 19.05 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
| 20 | 19.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 27 | 19.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 28 | 19.13 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 29 | 19.13 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 31 | 19.13 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 32 | 19.13 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 37 | 19.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 17 |
| 38 | 19.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 17 |
| 39 | 19.13 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 6 |
| 41 | 19.13 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
| 56 | 19.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 70 | 19.15 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 23 | 2 |
| 71 | 19.15 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
| 81 | 19.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 18 |
| 87 | 19.23 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
| 93 | 19.26 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 2 |
| 95 | 19.26 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
| 96 | 19.27 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 18 |
| 99 | 19.27 | wind | 9.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
| 104 | 19.29 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 23 | 2 |
| 114 | 19.31 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 6 |
| 116 | 19.31 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 6 |
| 134 | 19.32 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 18 |
| 167 | 19.33 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 18 |
| 183 | 19.35 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
| 184 | 19.35 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 18 |
| 185 | 19.35 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 188 | 19.36 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 21 | 3 |
| 206 | 19.39 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 21 | 3 |
| 207 | 19.39 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
| 213 | 19.39 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 214 | 19.40 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 2 |
| 230 | 19.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 21 |
| 241 | 19.43 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
| 245 | 19.44 | wind | 5.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 249 | 19.45 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 250 | 19.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 15 |
| 252 | 19.45 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 18 |
| 255 | 19.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 15 |
| 257 | 19.45 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 18 |
| 260 | 19.46 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 18 |
| 262 | 19.46 | wind | 9.0 | 270 | < th | dose dependent | rect. | 21 | 3 |
| 269 | 19.46 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 18 |
| 274 | 19.47 | radiation | 30.0 | 10 | < th | dose independent | rect. | 3 | 19 |
| 291 | 19.49 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 303 | 19.51 | wind | 1.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
| 304 | 19.51 | temperature | 15.0 | 270 | > th | dose independent | rect. | 21 | 3 |
| 305 | 19.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 9 |
| 316 | 19.51 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 8 |
| 317 | 19.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 9 |
| 324 | 19.52 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 3 |
| 325 | 19.52 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 3 |
| 329 | 19.52 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 3 |
| 334 | 19.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 3 |
| 337 | 19.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 338 | 19.52 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 339 | 19.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 15 |
| 341 | 19.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 19 |
| 342 | 19.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 21 |
| 344 | 19.52 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 3 |
| 349 | 19.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 3 |
| 354 | 19.52 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
| 357 | 19.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 19 |
| 359 | 19.53 | wind | 5.0 | 270 | < th | dose independent | rect. | 21 | 3 |
| 360 | 19.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 3 |
| 363 | 19.53 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 15 |
| 377 | 19.54 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 392 | 19.55 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 8 |
| 407 | 19.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 410 | 19.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 19 |
| 421 | 19.58 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 22 | 6 |
| 422 | 19.58 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 9 |
| 435 | 19.58 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 9 |
| 439 | 19.59 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 7 |
| 453 | 19.59 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 6 |
| 486 | 19.60 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 21 |
| 539 | 19.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 5 |
| 543 | 19.62 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 14 | 5 |
| 570 | 19.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 19 |
| 571 | 19.62 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 19 |
| 591 | 19.62 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 18 |
| 597 | 19.63 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 609 | 19.63 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
| 628 | 19.64 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 22 | 5 |
| 654 | 19.65 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 15 | 4 |
| 666 | 19.66 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 5 |
| 703 | 19.67 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 5 |
| 788 | 19.69 | radiation | 1.0 | 270 | < th | dose independent | sin | 2 | NA |
| 810 | 19.69 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
| 835 | 19.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 15 |
| 897 | 19.72 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 5 |
| 900 | 19.72 | wind | 1.0 | 270 | > th | dose independent | rect. | 19 | 6 |
| 912 | 19.72 | wind | 9.0 | 10 | < th | dose dependent | rect. | 21 | 6 |
| 958 | 19.73 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |