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Os03g0802400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Avr9/Cf-9 rapidly elicited protein 102 (Fragment).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
275.44 | 0.78 | 3.01 | 0.113 | 0.234 | 1.5 | 0.0886 | 2.53 | 0.0646 | 23.4 | 0.2902 | 1412 | -- | -- |
277.81 | 0.776 | 2.99 | 0.304 | 0.212 | 0.818 | -0.106 | -- | 0.0469 | 22.3 | 0.3172 | 1382 | -- | -- |
275.41 | 0.773 | 3 | 0.122 | 0.236 | 1.48 | -- | 2.46 | 0.0686 | 23.3 | 0.257 | 1411 | -- | -- |
277.7 | 0.776 | 2.99 | 0.311 | 0.22 | 0.85 | -- | -- | 0.0766 | 23.1 | 0.41 | 1385 | -- | -- |
276.87 | 0.775 | 3 | 0.128 | -- | 1.5 | -- | 2.47 | 0.0693 | -- | 0.2473 | 1450 | -- | -- |
285.66 | 0.792 | 2.98 | 0.0958 | 0.124 | -- | -0.197 | -- | -0.00507 | 22.7 | -- | -- | -- | -- |
285.82 | 0.792 | 2.98 | 0.103 | 0.125 | -- | -- | -- | -0.00465 | 23 | -- | -- | -- | -- |
278.24 | 0.777 | 2.95 | 0.304 | -- | 0.928 | -- | -- | 0.105 | -- | 0.6097 | 1505 | -- | -- |
279.98 | 0.779 | 2.99 | -- | 0.236 | 0.752 | -- | -- | 0.0422 | 22.7 | 0.6706 | 1379 | -- | -- |
286.8 | 0.791 | 2.98 | 0.106 | -- | -- | -- | -- | -0.00374 | -- | -- | -- | -- | -- |
286.11 | 0.791 | 2.99 | -- | 0.126 | -- | -- | -- | -0.0162 | 23 | -- | -- | -- | -- |
280.14 | 0.78 | 2.97 | -- | -- | 0.737 | -- | -- | 0.0671 | -- | 2.377 | 1530 | -- | -- |
287.09 | 0.791 | 2.98 | -- | -- | -- | -- | -- | -0.0155 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 264.75 | radiation | 1 | 90 | < th | dose independent | rect. | 14 | 1 |
2 | 264.75 | radiation | 1 | 90 | < th | dose dependent | rect. | 14 | 1 |
3 | 264.98 | radiation | 10 | 90 | < th | dose dependent | rect. | 8 | 8 |
4 | 266.28 | radiation | 1 | 90 | < th | dose dependent | rect. | 13 | 3 |
6 | 266.97 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 5 |
8 | 267.43 | radiation | 1 | 720 | < th | dose dependent | rect. | 14 | 2 |
17 | 267.74 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 4 |
18 | 267.74 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 4 |
19 | 267.87 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 7 |
20 | 267.90 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 8 |
24 | 267.96 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 5 |
32 | 268.06 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 5 |
33 | 268.07 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 2 |
35 | 268.07 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 2 |
38 | 268.12 | radiation | 1 | 90 | < th | dose independent | rect. | 13 | 3 |
39 | 268.18 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 8 |
46 | 268.26 | radiation | 1 | 720 | < th | dose independent | rect. | 14 | 1 |
51 | 268.39 | radiation | 1 | 1440 | < th | dose independent | rect. | 12 | 2 |
52 | 268.39 | radiation | 1 | 1440 | < th | dose dependent | rect. | 12 | 2 |
77 | 268.66 | humidity | 90 | 270 | > th | dose dependent | rect. | 11 | 2 |
80 | 268.69 | radiation | 1 | 90 | < th | dose independent | rect. | 8 | 8 |
83 | 268.73 | humidity | 90 | 270 | > th | dose independent | rect. | 11 | 2 |
108 | 269.31 | radiation | 1 | 270 | < th | dose independent | rect. | 11 | 4 |
117 | 269.48 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 1 |
120 | 269.49 | radiation | 1 | 90 | < th | dose dependent | rect. | 5 | 11 |
168 | 270.58 | wind | 1 | 90 | < th | dose dependent | rect. | 24 | 1 |
175 | 270.97 | wind | 1 | 90 | < th | dose independent | rect. | 24 | 1 |
193 | 271.72 | radiation | 1 | 90 | < th | dose independent | rect. | 5 | 11 |
196 | 271.89 | temperature | 25 | 1440 | > th | dose independent | rect. | 11 | 3 |
215 | 272.08 | humidity | 80 | 1440 | > th | dose dependent | rect. | 12 | 1 |
233 | 272.26 | humidity | 90 | 1440 | > th | dose dependent | rect. | 10 | 3 |
242 | 272.40 | temperature | 25 | 1440 | < th | dose independent | rect. | 11 | 2 |
245 | 272.42 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 5 |
249 | 272.52 | temperature | 25 | 1440 | > th | dose independent | rect. | 13 | 1 |
273 | 272.78 | radiation | 10 | 4320 | < th | dose dependent | rect. | 19 | 10 |
275 | 272.80 | humidity | 90 | 1440 | > th | dose independent | rect. | 10 | 3 |
299 | 272.94 | radiation | 1 | 10 | < th | dose independent | rect. | 13 | 3 |
315 | 273.13 | humidity | 80 | 1440 | > th | dose independent | rect. | 12 | 1 |
317 | 273.15 | radiation | 10 | 90 | < th | dose dependent | rect. | 21 | 19 |
326 | 273.23 | radiation | 10 | 4320 | < th | dose dependent | rect. | 4 | 1 |
328 | 273.25 | humidity | 70 | 14400 | > th | dose dependent | rect. | 6 | 1 |
329 | 273.26 | humidity | 50 | 14400 | > th | dose dependent | rect. | 6 | 1 |
339 | 273.33 | humidity | 60 | 14400 | < th | dose independent | rect. | 6 | 1 |
341 | 273.33 | humidity | 60 | 14400 | < th | dose independent | rect. | 20 | 1 |
343 | 273.33 | radiation | 20 | 14400 | > th | dose independent | rect. | 17 | 1 |
394 | 273.33 | humidity | 60 | 14400 | < th | dose dependent | rect. | 6 | 1 |
396 | 273.33 | humidity | 60 | 14400 | < th | dose dependent | rect. | 20 | 1 |
398 | 273.33 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 1 |
457 | 273.42 | radiation | 1 | 1440 | < th | dose independent | rect. | 19 | 10 |
482 | 273.58 | radiation | 1 | 30 | < th | dose independent | rect. | 21 | 20 |
485 | 273.61 | radiation | 1 | 1440 | > th | dose independent | rect. | 4 | 1 |
495 | 273.61 | radiation | 1 | 1440 | > th | dose dependent | rect. | 4 | 1 |
507 | 273.64 | humidity | 80 | 1440 | < th | dose independent | rect. | 12 | 1 |
511 | 273.67 | humidity | 60 | 14400 | > th | dose independent | rect. | 7 | 1 |
520 | 273.74 | radiation | 10 | 4320 | < th | dose dependent | rect. | 21 | 8 |
524 | 273.76 | radiation | 1 | 14400 | < th | dose dependent | rect. | 9 | 1 |
549 | 273.82 | radiation | 10 | 90 | < th | dose dependent | rect. | 19 | 22 |
558 | 273.88 | radiation | 1 | 1440 | < th | dose independent | rect. | 4 | 1 |
559 | 273.88 | radiation | 1 | 1440 | < th | dose dependent | rect. | 5 | 11 |
579 | 274.05 | temperature | 25 | 10 | > th | dose independent | rect. | 18 | 23 |
609 | 274.11 | humidity | 90 | 14400 | < th | dose dependent | rect. | 21 | 10 |
612 | 274.13 | humidity | 60 | 14400 | > th | dose independent | rect. | 21 | 1 |
644 | 274.24 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 4 |
649 | 274.30 | radiation | 1 | 14400 | > th | dose independent | rect. | 8 | 2 |
651 | 274.31 | humidity | 90 | 14400 | < th | dose dependent | rect. | 21 | 6 |
655 | 274.32 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 7 |
658 | 274.32 | radiation | 1 | 1440 | < th | dose dependent | rect. | 2 | 14 |
660 | 274.32 | radiation | 1 | 1440 | < th | dose dependent | rect. | 23 | 17 |
663 | 274.34 | radiation | 10 | 43200 | < th | dose dependent | rect. | 17 | 12 |
673 | 274.37 | radiation | 30 | 43200 | < th | dose dependent | rect. | 17 | 12 |
683 | 274.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 20 | 20 |
684 | 274.39 | radiation | 40 | 14400 | < th | dose independent | rect. | 16 | 10 |
685 | 274.39 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 21 |
708 | 274.45 | radiation | 10 | 43200 | < th | dose dependent | rect. | 17 | 5 |
712 | 274.45 | radiation | 10 | 43200 | < th | dose dependent | rect. | 17 | 8 |
718 | 274.46 | radiation | 10 | 43200 | < th | dose dependent | rect. | 17 | 3 |
729 | 274.47 | wind | 7 | 4320 | > th | dose independent | rect. | 18 | 1 |
730 | 274.47 | radiation | 1 | 14400 | < th | dose independent | rect. | 8 | 2 |
761 | 274.51 | humidity | 60 | 10 | < th | dose independent | rect. | 17 | 1 |
766 | 274.52 | radiation | 10 | 4320 | < th | dose dependent | rect. | 24 | 5 |
805 | 274.60 | wind | 7 | 10 | > th | dose dependent | rect. | 9 | 1 |
813 | 274.62 | temperature | 25 | 1440 | > th | dose independent | rect. | 15 | 1 |
822 | 274.64 | temperature | 25 | 1440 | < th | dose dependent | rect. | 9 | 5 |
828 | 274.66 | radiation | 40 | 14400 | < th | dose independent | rect. | 16 | 7 |
831 | 274.67 | temperature | 25 | 1440 | < th | dose independent | rect. | 15 | 1 |
895 | 274.79 | wind | 5 | 4320 | < th | dose independent | rect. | 18 | 1 |
907 | 274.82 | humidity | 90 | 14400 | < th | dose dependent | rect. | 6 | 1 |
928 | 274.88 | humidity | 90 | 14400 | < th | dose independent | rect. | 4 | 3 |
929 | 274.88 | wind | 5 | 4320 | > th | dose dependent | rect. | 18 | 1 |
931 | 274.89 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 6 |
933 | 274.90 | radiation | 40 | 43200 | < th | dose dependent | rect. | 4 | 1 |
935 | 274.91 | wind | 7 | 43200 | > th | dose independent | rect. | 13 | 1 |
939 | 274.92 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 2 |
948 | 274.94 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 13 |
978 | 274.98 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 9 |
980 | 274.98 | radiation | 40 | 14400 | < th | dose independent | rect. | 16 | 14 |
985 | 274.99 | wind | 3 | 1440 | > th | dose independent | rect. | 14 | 8 |
986 | 274.99 | humidity | 60 | 14400 | > th | dose independent | rect. | 21 | 11 |