Os07g0558500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Inositol phosphatase-like protein.
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Os07g0558500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Inositol phosphatase-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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40.45 | 0.299 | 14.7 | -1.39 | 0.25 | -0.897 | 0.634 | 1.86 | -0.557 | 22.8 | 49.98 | 4313 | -- | -- |
| 40.59 | 0.297 | 14.8 | -1.57 | 0.263 | -0.373 | 0.764 | -- | -0.559 | 22.4 | 53.99 | 2485 | -- | -- |
| 42.12 | 0.302 | 14.7 | -1.4 | 0.249 | -0.924 | -- | 1.98 | -0.554 | 23 | 49.63 | 4332 | -- | -- |
| 42.53 | 0.304 | 14.8 | -1.58 | 0.262 | -0.408 | -- | -- | -0.563 | 23.1 | 52.21 | 2522 | -- | -- |
| 45.81 | 0.315 | 14.7 | -1.44 | -- | -0.78 | -- | 1.66 | -0.553 | -- | 49.96 | 4376 | -- | -- |
| 44.18 | 0.312 | 14.8 | -1.66 | 0.215 | -- | 0.651 | -- | -0.496 | 22.5 | -- | -- | -- | -- |
| 45.9 | 0.317 | 14.8 | -1.69 | 0.211 | -- | -- | -- | -0.498 | 22.7 | -- | -- | -- | -- |
| 46.24 | 0.317 | 14.8 | -1.6 | -- | -0.328 | -- | -- | -0.551 | -- | 52 | 2795 | -- | -- |
| 106.62 | 0.481 | 14.7 | -- | 0.293 | -0.594 | -- | -- | -0.429 | 21.9 | 52.2 | 2755 | -- | -- |
| 48.65 | 0.326 | 14.8 | -1.68 | -- | -- | -- | -- | -0.496 | -- | -- | -- | -- | -- |
| 120.84 | 0.514 | 14.7 | -- | 0.201 | -- | -- | -- | -0.31 | 22.1 | -- | -- | -- | -- |
| 101.35 | 0.469 | 14.8 | -- | -- | -0.967 | -- | -- | -0.467 | -- | 50.95 | 4376 | -- | -- |
| 123.29 | 0.518 | 14.7 | -- | -- | -- | -- | -- | -0.31 | -- | -- | -- | -- | -- |
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 | 36.65 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 7 | 18 |
| 15 | 37.42 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 29 | 37.60 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 38 | 37.69 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 6 | 19 |
| 42 | 37.71 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 8 | 20 |
| 63 | 37.84 | radiation | 10.0 | 270 | < th | dose independent | rect. | 15 | 10 |
| 71 | 37.87 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 10 |
| 84 | 37.92 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 18 |
| 87 | 37.93 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 8 |
| 103 | 37.99 | wind | 7.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 114 | 38.01 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
| 119 | 38.04 | wind | 3.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 147 | 38.08 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
| 154 | 38.10 | wind | 5.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 155 | 38.11 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 163 | 38.13 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 10 |
| 197 | 38.23 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
| 199 | 38.23 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 201 | 38.23 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 18 |
| 202 | 38.24 | wind | 3.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 203 | 38.24 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 9 |
| 210 | 38.25 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 225 | 38.29 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 250 | 38.33 | temperature | 15.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 257 | 38.34 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 262 | 38.36 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 271 | 38.38 | humidity | 80.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 272 | 38.38 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 280 | 38.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 288 | 38.40 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 291 | 38.40 | radiation | 1.0 | 30 | < th | dose dependent | sin | 13 | NA |
| 294 | 38.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
| 297 | 38.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 303 | 38.42 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 304 | 38.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 306 | 38.42 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 307 | 38.42 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 310 | 38.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 311 | 38.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 315 | 38.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 316 | 38.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 317 | 38.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 319 | 38.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 326 | 38.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 7 |
| 329 | 38.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 7 |
| 342 | 38.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 16 |
| 347 | 38.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 16 |
| 352 | 38.46 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 357 | 38.47 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 385 | 38.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 17 |
| 390 | 38.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 17 |
| 418 | 38.54 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 17 |
| 423 | 38.55 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 434 | 38.57 | radiation | 1.0 | 30 | > th | dose independent | sin | 13 | NA |
| 439 | 38.57 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 22 |
| 459 | 38.59 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
| 466 | 38.59 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 471 | 38.61 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 8 |
| 481 | 38.61 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 8 |
| 487 | 38.62 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 7 |
| 501 | 38.64 | humidity | 70.0 | 10 | > th | dose independent | rect. | 8 | 20 |
| 506 | 38.65 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
| 513 | 38.67 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 16 |
| 515 | 38.68 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 520 | 38.68 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 523 | 38.69 | radiation | 1.0 | 30 | < th | dose independent | sin | 13 | NA |
| 525 | 38.69 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 527 | 38.69 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 528 | 38.69 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 531 | 38.69 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 532 | 38.69 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 538 | 38.69 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 8 |
| 539 | 38.69 | humidity | 70.0 | 30 | > th | dose independent | rect. | 18 | 10 |
| 572 | 38.73 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 6 | 8 |
| 604 | 38.75 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 16 |
| 611 | 38.76 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 20 |
| 616 | 38.77 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 8 |
| 621 | 38.77 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 16 |
| 712 | 38.83 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 16 |
| 732 | 38.84 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 14 | 9 |
| 734 | 38.84 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 17 |
| 808 | 38.90 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 4 |
| 848 | 38.93 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 16 |
| 900 | 38.97 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 912 | 38.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 915 | 38.98 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 4 | 4 |
| 918 | 38.98 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 2 | 6 |
| 941 | 39.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 7 |
| 959 | 39.01 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 15 |
| 962 | 39.01 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 12 | 20 |
| 970 | 39.02 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 14 |