Os04g0662900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Curculin-like (mannose-binding) lectin domain containing protein.
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Os04g0662900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Curculin-like (mannose-binding) lectin 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37.69 | 0.288 | 13.5 | -1.36 | 0.903 | -0.536 | 0.295 | 1.01 | -0.33 | 2.48 | 91.34 | 273 | -- | -- |
| 38.95 | 0.291 | 13.5 | -1.32 | 0.935 | -0.522 | 0.579 | -- | -0.337 | 2.62 | 91.19 | 254 | -- | -- |
| 37.93 | 0.287 | 13.5 | -1.37 | 0.889 | -0.521 | -- | 1.2 | -0.331 | 2.39 | 91.52 | 267 | -- | -- |
| 40.01 | 0.295 | 13.5 | -1.35 | 0.877 | -0.545 | -- | -- | -0.309 | 2.4 | 92.85 | 272 | -- | -- |
| 63.3 | 0.371 | 13.4 | -1.37 | -- | 0.523 | -- | 0.0668 | -0.198 | -- | 67 | 2 | -- | -- |
| 42.99 | 0.307 | 13.5 | -1.37 | 0.778 | -- | 0.31 | -- | -0.249 | 1.93 | -- | -- | -- | -- |
| 43.35 | 0.308 | 13.5 | -1.38 | 0.777 | -- | -- | -- | -0.251 | 1.86 | -- | -- | -- | -- |
| 63.32 | 0.371 | 13.4 | -1.37 | -- | 0.525 | -- | -- | -0.196 | -- | 67 | 2 | -- | -- |
| 86.35 | 0.433 | 13.4 | -- | 0.978 | -0.589 | -- | -- | -0.198 | 2.69 | 88.34 | 271 | -- | -- |
| 79.91 | 0.418 | 13.4 | -1.35 | -- | -- | -- | -- | -0.233 | -- | -- | -- | -- | -- |
| 93.63 | 0.453 | 13.4 | -- | 0.752 | -- | -- | -- | -0.0969 | 1.81 | -- | -- | -- | -- |
| 112.69 | 0.496 | 13.4 | -- | -- | 0.502 | -- | -- | -0.0446 | -- | 67 | 6 | -- | -- |
| 127.93 | 0.528 | 13.4 | -- | -- | -- | -- | -- | -0.0832 | -- | -- | -- | -- | -- |
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 | 36.06 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 22 | 10 |
| 4 | 36.28 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 16 | 36.59 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 9 |
| 26 | 36.82 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
| 31 | 36.88 | humidity | 70.0 | 30 | > th | dose independent | rect. | 18 | 11 |
| 36 | 36.94 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 9 |
| 37 | 36.94 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 1 | 7 |
| 38 | 36.96 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
| 39 | 36.96 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
| 43 | 37.00 | humidity | 90.0 | 270 | > th | dose independent | rect. | 22 | 10 |
| 44 | 37.01 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
| 45 | 37.01 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 47 | 37.02 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 21 | 8 |
| 49 | 37.04 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 51 | 37.05 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 5 | 1 |
| 53 | 37.06 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 13 |
| 64 | 37.12 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 18 | 11 |
| 67 | 37.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 20 | 15 |
| 88 | 37.23 | humidity | 80.0 | 270 | > th | dose dependent | sin | 8 | NA |
| 95 | 37.26 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 1 |
| 96 | 37.26 | humidity | 80.0 | 30 | > th | dose independent | rect. | 5 | 4 |
| 107 | 37.28 | wind | 9.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
| 113 | 37.29 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 114 | 37.29 | radiation | 1.0 | 10 | < th | dose dependent | sin | 11 | NA |
| 131 | 37.33 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 18 | 11 |
| 137 | 37.33 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 18 | 11 |
| 142 | 37.35 | wind | 1.0 | 90 | > th | dose independent | rect. | 8 | 21 |
| 144 | 37.36 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 8 | 21 |
| 145 | 37.36 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 23 |
| 148 | 37.36 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 23 |
| 150 | 37.37 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 18 | 11 |
| 158 | 37.39 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 9 |
| 165 | 37.39 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 18 | 11 |
| 170 | 37.40 | wind | 7.0 | 270 | < th | dose independent | rect. | 18 | 9 |
| 171 | 37.40 | wind | 9.0 | 30 | < th | dose independent | rect. | 18 | 11 |
| 172 | 37.40 | temperature | 10.0 | 30 | > th | dose independent | rect. | 18 | 11 |
| 173 | 37.40 | humidity | 50.0 | 30 | > th | dose independent | rect. | 18 | 11 |
| 175 | 37.40 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 18 | 11 |
| 176 | 37.40 | radiation | 1.0 | 30 | < th | dose independent | rect. | 18 | 11 |
| 181 | 37.40 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 13 |
| 183 | 37.40 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 13 |
| 202 | 37.44 | radiation | 20.0 | 30 | < th | dose independent | rect. | 5 | 3 |
| 212 | 37.45 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 12 | 20 |
| 231 | 37.49 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 13 |
| 232 | 37.49 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 13 |
| 236 | 37.49 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 13 |
| 247 | 37.52 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 21 |
| 255 | 37.52 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 21 |
| 263 | 37.55 | radiation | 10.0 | 270 | < th | dose independent | rect. | 18 | 9 |
| 265 | 37.55 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 6 |
| 273 | 37.57 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 3 |
| 281 | 37.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 9 |
| 282 | 37.58 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 9 |
| 286 | 37.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 9 |
| 287 | 37.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 15 |
| 288 | 37.58 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 15 |
| 289 | 37.58 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 21 |
| 291 | 37.58 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 18 | 9 |
| 295 | 37.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 9 |
| 297 | 37.58 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 17 |
| 328 | 37.62 | radiation | 40.0 | 30 | < th | dose independent | rect. | 5 | 3 |
| 336 | 37.62 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 22 | 21 |
| 350 | 37.64 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 13 |
| 354 | 37.65 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 365 | 37.66 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 3 |
| 366 | 37.66 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 3 |
| 368 | 37.66 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 3 |
| 369 | 37.66 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 3 |
| 371 | 37.66 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 3 |
| 372 | 37.66 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 3 |
| 385 | 37.66 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 21 |
| 393 | 37.67 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 7 |
| 402 | 37.68 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 3 |
| 404 | 37.68 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 21 | 8 |
| 405 | 37.68 | wind | 9.0 | 30 | < th | dose independent | rect. | 8 | 21 |
| 406 | 37.68 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 3 |
| 413 | 37.69 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 13 |
| 421 | 37.70 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 17 |
| 431 | 37.71 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 9 |
| 434 | 37.71 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 439 | 37.72 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 15 |
| 441 | 37.72 | wind | 9.0 | 30 | < th | dose dependent | rect. | 5 | 3 |
| 443 | 37.72 | wind | 9.0 | 30 | < th | dose dependent | rect. | 18 | 11 |
| 445 | 37.73 | radiation | 1.0 | 10 | < th | dose independent | sin | 11 | NA |
| 457 | 37.74 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 9 |
| 462 | 37.74 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 5 | 12 |
| 467 | 37.75 | humidity | 80.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 477 | 37.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
| 485 | 37.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
| 489 | 37.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 18 |
| 490 | 37.77 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 6 |
| 494 | 37.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 18 |
| 495 | 37.78 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 515 | 37.80 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 15 |
| 519 | 37.80 | humidity | 50.0 | 270 | > th | dose dependent | sin | 9 | NA |
| 533 | 37.82 | humidity | 90.0 | 270 | > th | dose independent | sin | 8 | NA |
| 544 | 37.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 15 |
| 551 | 37.83 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 3 | 23 |
| 557 | 37.84 | temperature | 30.0 | 30 | < th | dose independent | rect. | 18 | 11 |
| 564 | 37.84 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 20 |
| 571 | 37.85 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
| 599 | 37.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 14 |
| 603 | 37.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 14 |
| 615 | 37.89 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 616 | 37.89 | wind | 1.0 | 90 | > th | dose independent | rect. | 20 | 9 |
| 617 | 37.89 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 9 |
| 638 | 37.91 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 7 |
| 644 | 37.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 20 |
| 649 | 37.91 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
| 659 | 37.92 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 660 | 37.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 662 | 37.92 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 663 | 37.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 665 | 37.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 672 | 37.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 20 |
| 679 | 37.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 680 | 37.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 682 | 37.93 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 683 | 37.93 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 685 | 37.93 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 687 | 37.93 | radiation | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 692 | 37.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 693 | 37.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 694 | 37.93 | humidity | 90.0 | 270 | > th | dose dependent | no | NA | NA |
| 747 | 37.95 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 7 |
| 754 | 37.96 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 757 | 37.96 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 759 | 37.96 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 760 | 37.96 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
| 765 | 37.96 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 21 |
| 774 | 37.97 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 8 |
| 777 | 37.97 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 780 | 37.97 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 8 |
| 797 | 37.99 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 3 |
| 807 | 37.99 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 18 | 18 |
| 813 | 38.00 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 15 |
| 822 | 38.00 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 13 |
| 868 | 38.03 | humidity | 90.0 | 10 | < th | dose independent | rect. | 21 | 17 |
| 892 | 38.04 | temperature | 20.0 | 270 | > th | dose independent | rect. | 11 | 9 |
| 903 | 38.05 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 905 | 38.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 907 | 38.05 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 908 | 38.05 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 911 | 38.05 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 913 | 38.05 | radiation | 20.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 917 | 38.05 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 15 |
| 918 | 38.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 23 |
| 938 | 38.06 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 12 |
| 939 | 38.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 15 |
| 949 | 38.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 15 |
| 951 | 38.07 | wind | 7.0 | 720 | < th | dose independent | rect. | 17 | 1 |
| 955 | 38.07 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 8 |
| 958 | 38.07 | wind | 9.0 | 270 | < th | dose independent | rect. | 20 | 15 |
| 966 | 38.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 1 |
| 969 | 38.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 4 |
| 970 | 38.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
| 971 | 38.08 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 8 |
| 972 | 38.08 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 8 |
| 973 | 38.08 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 8 |
| 976 | 38.08 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 8 |
| 977 | 38.08 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 8 |
| 983 | 38.08 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 16 |
| 985 | 38.08 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 16 |
| 987 | 38.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 1 |
| 991 | 38.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 994 | 38.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 995 | 38.08 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 21 | 8 |
| 1000 | 38.08 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 5 | 10 |