Os03g0857500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF303, acetylesterase putative domain containing protein.
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Os03g0857500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF303, acetylesterase putative domain containing 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 = temperature,
response mode = < th, dose dependency = dose dependent, type of G = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 219.53 | 0.696 | 7.43 | -2.91 | 2.19 | -3 | -2.68 | -0.262 | -1.06 | 12.9 | 32.99 | 93 | 0.95 | 16.1 |
| 217.94 | 0.688 | 7.4 | -2.86 | 2.35 | -3 | -2.67 | -- | -0.997 | 12.7 | 34.93 | 101 | 0.967 | 16 |
| 235.9 | 0.715 | 7.39 | -2.82 | 2.56 | -2.92 | -- | -2.03 | -0.983 | 12.6 | 37.64 | 146 | 0.83 | 15.7 |
| 247.73 | 0.733 | 7.41 | -2.92 | 2.56 | -2.89 | -- | -- | -0.998 | 12.7 | 37.05 | 144 | 0.8 | 15.8 |
| 441.28 | 0.984 | 7.46 | -2.96 | -- | -3.03 | -- | -2.05 | -1.14 | -- | 28.53 | 5 | 0.85 | 17.1 |
| 322.32 | 0.842 | 7.41 | -2.6 | 2.33 | -- | -1.24 | -- | -0.8 | 15.6 | -- | -- | -- | -- |
| 326.84 | 0.847 | 7.42 | -2.62 | 2.33 | -- | -- | -- | -0.807 | 15.7 | -- | -- | -- | -- |
| 449.16 | 0.987 | 7.49 | -3.15 | -- | -2.99 | -- | -- | -1.2 | -- | 28.26 | 5 | 0.881 | 16.7 |
| 460.8 | 1 | 7.31 | -- | 2.86 | -2.32 | -- | -- | -0.583 | 12.9 | 50.4 | 156 | 0.767 | 15.6 |
| 628.71 | 1.17 | 7.42 | -2.72 | -- | -- | -- | -- | -0.869 | -- | -- | -- | -- | -- |
| 507.97 | 1.05 | 7.35 | -- | 2.38 | -- | -- | -- | -0.515 | 15.7 | -- | -- | -- | -- |
| 680.52 | 1.21 | 7.43 | -- | -- | -2.39 | -- | -- | -0.854 | -- | 29.38 | 10 | 0.0167 | 15.8 |
| 823.72 | 1.34 | 7.35 | -- | -- | -- | -- | -- | -0.567 | -- | -- | -- | -- | -- |
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 | 228.58 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 16 |
| 2 | 229.43 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 6 |
| 4 | 231.26 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 14 |
| 7 | 234.20 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 4 |
| 31 | 239.56 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 6 |
| 37 | 241.98 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 4 |
| 62 | 244.18 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 19 |
| 74 | 245.93 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 20 |
| 75 | 245.96 | temperature | 30.0 | 30 | < th | dose dependent | sin | 4 | NA |
| 114 | 248.85 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 20 |
| 117 | 248.92 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 10 | 18 |
| 125 | 249.30 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 6 |
| 131 | 249.51 | temperature | 10.0 | 10 | > th | dose dependent | sin | 4 | NA |
| 176 | 252.45 | temperature | 20.0 | 10 | > th | dose dependent | sin | 5 | NA |
| 223 | 254.60 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 15 |
| 231 | 254.98 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 4 |
| 245 | 255.80 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 14 |
| 252 | 256.12 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 14 |
| 266 | 256.84 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 12 | 18 |
| 276 | 257.41 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 6 |
| 280 | 257.54 | humidity | 60.0 | 270 | > th | dose independent | rect. | 4 | 7 |
| 289 | 257.79 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 6 |
| 291 | 257.87 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 1 | 16 |
| 297 | 258.03 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 22 | 11 |
| 310 | 258.39 | radiation | 20.0 | 30 | < th | dose dependent | sin | 7 | NA |
| 322 | 258.85 | humidity | 60.0 | 270 | > th | dose independent | rect. | 5 | 4 |
| 341 | 259.37 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 6 | 5 |
| 344 | 259.52 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 4 |
| 345 | 259.52 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 4 |
| 351 | 259.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 4 |
| 354 | 259.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 4 |
| 355 | 259.61 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 4 |
| 356 | 259.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 20 |
| 357 | 259.62 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 4 |
| 358 | 259.62 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 4 |
| 359 | 259.65 | temperature | 30.0 | 90 | < th | dose independent | rect. | 11 | 19 |
| 370 | 260.09 | wind | 7.0 | 270 | < th | dose independent | rect. | 4 | 6 |
| 375 | 260.25 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 20 |
| 376 | 260.25 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 20 |
| 380 | 260.27 | radiation | 1.0 | 270 | < th | dose dependent | sin | 8 | NA |
| 387 | 260.39 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 7 |
| 395 | 260.52 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 20 |
| 399 | 260.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 6 |
| 400 | 260.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 6 |
| 412 | 260.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 6 |
| 413 | 260.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 6 |
| 414 | 260.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 18 |
| 417 | 260.78 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 5 |
| 428 | 261.09 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 4 |
| 432 | 261.12 | temperature | 15.0 | 10 | > th | dose independent | rect. | 12 | 18 |
| 438 | 261.24 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 18 |
| 455 | 261.41 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 6 | 7 |
| 468 | 261.60 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 20 |
| 469 | 261.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 18 |
| 471 | 261.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 18 |
| 478 | 261.68 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 4 |
| 481 | 261.73 | temperature | 25.0 | 10 | > th | dose dependent | sin | 8 | NA |
| 485 | 261.81 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 6 | 6 |
| 491 | 261.87 | temperature | 15.0 | 90 | > th | dose independent | rect. | 13 | 17 |
| 492 | 261.90 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 18 |
| 518 | 262.13 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 5 | 4 |
| 520 | 262.16 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 4 |
| 539 | 262.32 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 1 | 16 |
| 550 | 262.46 | radiation | 1.0 | 10 | < th | dose dependent | sin | 6 | NA |
| 553 | 262.52 | humidity | 70.0 | 270 | > th | dose independent | rect. | 6 | 2 |
| 560 | 262.61 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 4 | 7 |
| 573 | 262.77 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 20 |
| 582 | 262.90 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 6 |
| 607 | 263.19 | radiation | 1.0 | 270 | > th | dose independent | sin | 10 | NA |
| 609 | 263.19 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 12 | 18 |
| 651 | 263.64 | temperature | 30.0 | 10 | < th | dose independent | rect. | 12 | 18 |
| 653 | 263.68 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 6 |
| 668 | 263.81 | wind | 1.0 | 90 | > th | dose independent | rect. | 6 | 5 |
| 698 | 264.02 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 6 |
| 704 | 264.09 | humidity | 50.0 | 90 | > th | dose independent | rect. | 6 | 7 |
| 717 | 264.15 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 2 |
| 735 | 264.27 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 20 |
| 743 | 264.37 | radiation | 1.0 | 270 | < th | dose independent | sin | 9 | NA |
| 783 | 264.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 22 |
| 784 | 264.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 22 |
| 792 | 264.88 | temperature | 25.0 | 90 | < th | dose independent | sin | 5 | NA |
| 808 | 265.03 | radiation | 1.0 | 90 | > th | dose independent | sin | 5 | NA |
| 814 | 265.06 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 6 | 2 |
| 821 | 265.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 18 |
| 830 | 265.20 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 10 |
| 833 | 265.25 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 18 |
| 843 | 265.33 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 4 | 17 |
| 845 | 265.35 | radiation | 1.0 | 10 | < th | dose independent | sin | 6 | NA |
| 851 | 265.42 | wind | 1.0 | 270 | > th | dose independent | rect. | 10 | 18 |
| 855 | 265.45 | radiation | 1.0 | 10 | > th | dose independent | rect. | 6 | 6 |
| 881 | 265.67 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 6 | 19 |
| 916 | 265.99 | wind | 9.0 | 90 | < th | dose independent | rect. | 13 | 17 |
| 923 | 266.07 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 2 |
| 927 | 266.11 | wind | 9.0 | 10 | < th | dose independent | rect. | 12 | 18 |
| 976 | 266.66 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 20 |
| 980 | 266.71 | temperature | 15.0 | 270 | > th | dose independent | rect. | 21 | 8 |
| 986 | 266.77 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 7 |
| 987 | 266.77 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 7 |