Os07g0462700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Thioesterase superfamily domain containing protein.
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Os07g0462700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Thioesterase superfamily 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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28.67 | 0.252 | 10.5 | 0.21 | 0.709 | -0.174 | -0.371 | 0.119 | 0.122 | 5.89 | 1006 | 268 | -- | -- |
| 28.74 | 0.25 | 10.5 | 0.209 | 0.712 | -0.171 | -0.362 | -- | 0.117 | 5.89 | 1006 | 249 | -- | -- |
| 29 | 0.251 | 10.5 | 0.207 | 0.71 | -0.181 | -- | 0.106 | 0.126 | 5.92 | 1006 | 249 | -- | -- |
| 29.06 | 0.251 | 10.5 | 0.206 | 0.713 | -0.178 | -- | -- | 0.122 | 5.92 | 1006 | 245 | -- | -- |
| 51.8 | 0.335 | 10.5 | 0.172 | -- | -0.249 | -- | 0.204 | 0.165 | -- | 1009 | 1202 | -- | -- |
| 30.99 | 0.261 | 10.5 | 0.213 | 0.67 | -- | -0.463 | -- | 0.0416 | 5.85 | -- | -- | -- | -- |
| 31.51 | 0.263 | 10.5 | 0.21 | 0.667 | -- | -- | -- | 0.0435 | 5.9 | -- | -- | -- | -- |
| 51.99 | 0.336 | 10.5 | 0.174 | -- | -0.257 | -- | -- | 0.148 | -- | 1009 | 1213 | -- | -- |
| 30.18 | 0.256 | 10.5 | -- | 0.711 | -0.178 | -- | -- | 0.0986 | 5.9 | 1006 | 245 | -- | -- |
| 54.58 | 0.345 | 10.6 | 0.23 | -- | -- | -- | -- | 0.059 | -- | -- | -- | -- | -- |
| 32.67 | 0.267 | 10.5 | -- | 0.67 | -- | -- | -- | 0.0202 | 5.88 | -- | -- | -- | -- |
| 52.79 | 0.338 | 10.5 | -- | -- | -0.282 | -- | -- | 0.141 | -- | 1009 | 1218 | -- | -- |
| 55.97 | 0.349 | 10.6 | -- | -- | -- | -- | -- | 0.0335 | -- | -- | -- | -- | -- |
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 | 27.64 | humidity | 50.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 2 | 27.64 | humidity | 50.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 3 | 27.64 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 19 | 23 |
| 7 | 28.18 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 3 |
| 13 | 28.30 | radiation | 20.0 | 720 | < th | dose independent | rect. | 23 | 8 |
| 14 | 28.30 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 12 |
| 16 | 28.31 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 3 |
| 20 | 28.35 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 3 |
| 24 | 28.39 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 3 |
| 26 | 28.44 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 14 | 14 |
| 27 | 28.44 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 14 | 20 |
| 29 | 28.46 | humidity | 70.0 | 720 | > th | dose independent | rect. | 23 | 8 |
| 36 | 28.48 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 43 | 28.51 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 58 | 28.54 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 3 |
| 70 | 28.59 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 10 | 23 |
| 73 | 28.61 | wind | 1.0 | 30 | > th | dose independent | rect. | 19 | 23 |
| 76 | 28.62 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 12 |
| 77 | 28.63 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 82 | 28.65 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 8 |
| 83 | 28.65 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 8 |
| 84 | 28.65 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 8 |
| 85 | 28.65 | humidity | 50.0 | 720 | > th | dose independent | rect. | 23 | 8 |
| 87 | 28.65 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 8 |
| 90 | 28.65 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 16 |
| 91 | 28.65 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 16 |
| 94 | 28.66 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 13 |
| 96 | 28.68 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 8 |
| 97 | 28.68 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 11 | 8 |
| 98 | 28.68 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 16 |
| 99 | 28.68 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 16 |
| 100 | 28.68 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 21 |
| 101 | 28.68 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
| 105 | 28.69 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 8 |
| 109 | 28.70 | temperature | 15.0 | 30 | > th | dose independent | rect. | 19 | 23 |
| 110 | 28.70 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 8 |
| 111 | 28.71 | wind | 7.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 112 | 28.71 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 16 | 14 |
| 113 | 28.71 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 23 |
| 132 | 28.73 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 10 | 23 |
| 137 | 28.75 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 142 | 28.76 | wind | 7.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 146 | 28.76 | atmosphere | 1005.0 | 30 | < th | dose independent | rect. | 12 | 20 |
| 150 | 28.76 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 23 | 19 |
| 152 | 28.77 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 8 |
| 153 | 28.77 | temperature | 30.0 | 30 | < th | dose independent | rect. | 9 | 10 |
| 160 | 28.77 | temperature | 25.0 | 30 | > th | dose independent | rect. | 19 | 23 |
| 164 | 28.78 | wind | 5.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 172 | 28.79 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 18 | 1 |
| 175 | 28.79 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 19 | 14 |
| 185 | 28.80 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 3 | 15 |
| 189 | 28.81 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 16 |
| 190 | 28.81 | temperature | 20.0 | 720 | > th | dose independent | rect. | 12 | 19 |
| 191 | 28.81 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 3 | 11 |
| 201 | 28.82 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 20 |
| 207 | 28.83 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 17 |
| 209 | 28.83 | temperature | 20.0 | 720 | > th | dose independent | rect. | 10 | 21 |
| 214 | 28.84 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 5 |
| 216 | 28.84 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 13 |
| 219 | 28.84 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 16 | 18 |
| 221 | 28.84 | wind | 3.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
| 222 | 28.84 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 17 | 2 |
| 223 | 28.84 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
| 225 | 28.84 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 17 | 12 |
| 230 | 28.85 | temperature | 30.0 | 720 | < th | dose independent | rect. | 22 | 14 |
| 238 | 28.86 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 16 | 3 |
| 242 | 28.86 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
| 243 | 28.87 | humidity | 60.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 250 | 28.87 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 13 |
| 258 | 28.88 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 12 | 14 |
| 259 | 28.88 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 16 |
| 261 | 28.88 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 17 | 21 |
| 269 | 28.89 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
| 270 | 28.89 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 18 | 1 |
| 274 | 28.89 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 16 |
| 276 | 28.89 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
| 279 | 28.90 | radiation | 1.0 | 30 | < th | dose independent | rect. | 18 | 1 |
| 280 | 28.90 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 20 |
| 285 | 28.91 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 18 | 1 |
| 289 | 28.91 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 9 |
| 290 | 28.91 | wind | 1.0 | 90 | > th | dose independent | rect. | 19 | 13 |
| 293 | 28.91 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 11 | 19 |
| 296 | 28.91 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 15 |
| 303 | 28.92 | temperature | 30.0 | 10 | < th | dose independent | rect. | 18 | 1 |
| 325 | 28.93 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
| 328 | 28.93 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 10 | 12 |
| 329 | 28.93 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 12 |
| 333 | 28.94 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 14 | NA |
| 339 | 28.94 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 17 |
| 352 | 28.94 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 5 | 21 |
| 353 | 28.94 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 22 |
| 363 | 28.95 | temperature | 25.0 | 30 | > th | dose independent | rect. | 23 | 19 |
| 368 | 28.95 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 15 | 1 |
| 381 | 28.96 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 392 | 28.96 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 1 |
| 401 | 28.96 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 10 | 19 |
| 402 | 28.96 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
| 406 | 28.96 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 12 | 21 |
| 408 | 28.97 | temperature | 15.0 | 720 | > th | dose independent | rect. | 19 | 3 |
| 424 | 28.98 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 16 | 15 |
| 444 | 28.99 | wind | 5.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
| 445 | 28.99 | temperature | 20.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 461 | 28.99 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 12 |
| 462 | 28.99 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 12 |
| 463 | 28.99 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 14 | 13 |
| 470 | 28.99 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
| 471 | 28.99 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 10 | 23 |
| 473 | 29.00 | wind | 1.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 474 | 29.00 | temperature | 10.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 478 | 29.00 | humidity | 80.0 | 30 | < th | dose independent | rect. | 18 | 1 |
| 480 | 29.00 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 18 | 1 |
| 482 | 29.00 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 18 | 1 |
| 484 | 29.00 | radiation | 20.0 | 30 | < th | dose independent | rect. | 18 | 1 |
| 487 | 29.00 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 18 | 1 |
| 488 | 29.00 | temperature | 20.0 | 720 | < th | dose independent | rect. | 23 | 6 |
| 500 | 29.00 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 18 | 1 |
| 501 | 29.00 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 7 | 2 |
| 506 | 29.00 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 10 | 16 |
| 507 | 29.00 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 10 | 17 |
| 513 | 29.01 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 521 | 29.01 | temperature | 20.0 | 720 | < th | dose independent | rect. | 22 | 9 |
| 528 | 29.01 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 13 |
| 537 | 29.01 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
| 565 | 29.02 | radiation | 40.0 | 30 | < th | dose independent | rect. | 19 | 23 |
| 566 | 29.02 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 23 |
| 576 | 29.02 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 23 |
| 578 | 29.03 | wind | 9.0 | 30 | < th | dose independent | rect. | 18 | 1 |
| 579 | 29.03 | wind | 5.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
| 591 | 29.03 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 18 | 1 |
| 596 | 29.03 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
| 612 | 29.04 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 7 | 23 |
| 634 | 29.05 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 9 | 21 |
| 639 | 29.05 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 11 | 23 |
| 641 | 29.05 | temperature | 25.0 | 10 | > th | dose dependent | sin | 22 | NA |
| 643 | 29.05 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
| 644 | 29.05 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 18 | 1 |
| 651 | 29.05 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 18 |
| 662 | 29.06 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 22 | 1 |
| 670 | 29.06 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 23 |
| 673 | 29.06 | temperature | 20.0 | 720 | > th | dose dependent | sin | 6 | NA |
| 674 | 29.06 | wind | 9.0 | 30 | < th | dose dependent | rect. | 18 | 1 |
| 690 | 29.07 | radiation | 20.0 | 720 | < th | dose independent | rect. | 19 | 12 |
| 716 | 29.08 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 13 |
| 724 | 29.08 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 9 | 23 |
| 735 | 29.08 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 6 | 16 |
| 742 | 29.08 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 744 | 29.09 | temperature | 20.0 | 720 | < th | dose independent | sin | 10 | NA |
| 746 | 29.09 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 3 | 3 |
| 748 | 29.09 | temperature | 20.0 | 720 | < th | dose independent | rect. | 1 | 4 |
| 752 | 29.09 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 17 |
| 759 | 29.09 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 7 | 7 |
| 811 | 29.11 | temperature | 20.0 | 720 | > th | dose independent | sin | 10 | NA |
| 830 | 29.11 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 9 | 23 |
| 831 | 29.11 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 23 |
| 833 | 29.11 | temperature | 25.0 | 10 | > th | dose dependent | no | NA | NA |
| 837 | 29.11 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 6 |
| 852 | 29.11 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 3 | 23 |
| 853 | 29.11 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 6 | 23 |
| 857 | 29.12 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 859 | 29.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 863 | 29.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 867 | 29.12 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 876 | 29.12 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 878 | 29.12 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 879 | 29.12 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 893 | 29.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 12 |
| 896 | 29.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 12 |
| 899 | 29.12 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 18 | 12 |
| 916 | 29.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 921 | 29.12 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 932 | 29.12 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 10 | 14 |
| 943 | 29.13 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 7 |
| 988 | 29.14 | temperature | 25.0 | 270 | > th | dose independent | rect. | 1 | 13 |
| 989 | 29.14 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 13 |