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Os09g0400300

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to Cinnamyl alcohol dehydrogenase (EC 1.1.1.195).


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 10.1 (0.0474) R2 : 0.766
β1 : -1.68 (0.179) R2dD : 0.0503 R2D : 0.0394
β2 : 2.19 (0.152) R2dC : 0.176 R2C : 0.437
β3 : -3.14 (0.193) R2dE : 0.232 R2E : 0.513
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.08 (0.818) R2dD*E : 0.0225 R2D*E : 0.0358
γ1 : -0.361 (0.101) R2dN8 : 0.00925 R2N8 : 0.00325
σ : 0.879
deviance : 356.38
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_____
C
peak time of C : 15.8
E
wheather : wind
threshold : 4.496
memory length : 257
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.1
open length of G : 2.87

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
356 0.887 10.1 -1.69 2.15 -3.14 -0.727 -5.53 -0.355 15.7 4.828 264 2.07 2.9
382.76 0.911 10.1 -1.12 2.17 -3.31 0.172 -- -0.156 15.8 4.943 219 2.05 3.28
356.38 0.879 10.1 -1.68 2.19 -3.14 -- -5.08 -0.361 15.8 4.496 257 2.1 2.87
379.87 0.908 10.1 -1.35 2.16 -3.59 -- -- -0.268 15.7 4.701 211 2.03 3.47
463.49 1 10.1 -1.51 -- -4.36 -- -2.7 -0.205 -- 8.503 344 0.0167 4.95
573.25 1.12 10.2 -1.58 3.97 -- 2.73 -- -0.378 16.6 -- -- -- --
592.42 1.14 10.2 -1.56 3.98 -- -- -- -0.364 16.6 -- -- -- --
483.45 1.02 10.1 -1.37 -- -4.66 -- -- -0.288 -- 7.825 322 0.00835 5.22
427.65 0.963 10.1 -- 2.14 -3.64 -- -- -0.214 15.8 4.496 215 1.98 3.46
1438.06 1.77 10.1 -1.72 -- -- -- -- -0.468 -- -- -- -- --
656.85 1.2 10.1 -- 4.01 -- -- -- -0.189 16.5 -- -- -- --
530.47 1.07 10.1 -- -- -4.7 -- -- -0.108 -- 7.174 309 0.0167 5.48
1515.86 1.82 10.1 -- -- -- -- -- -0.278 -- -- -- -- --

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
1 357.67 wind 3.0 270 < th dose independent rect. 2 3
2 357.93 wind 5.0 270 < th dose dependent rect. 2 3
4 367.32 wind 5.0 270 < th dose dependent rect. 1 5
8 368.63 wind 3.0 270 < th dose independent rect. 1 5
19 377.05 precipitation 0.1 270 < th dose independent rect. 2 3
20 377.05 precipitation 0.1 270 < th dose dependent rect. 2 3
29 381.20 temperature 15.0 90 > th dose dependent rect. 3 4
37 384.09 precipitation 0.1 270 < th dose independent rect. 1 5
38 384.09 precipitation 0.1 270 < th dose dependent rect. 1 5
50 387.75 temperature 10.0 270 > th dose dependent rect. 1 5
60 389.71 wind 9.0 270 < th dose independent rect. 5 21
64 390.37 wind 3.0 10 < th dose dependent rect. 3 5
73 391.82 temperature 25.0 270 < th dose independent rect. 2 3
75 392.30 radiation 1.0 270 < th dose independent rect. 2 3
78 392.34 temperature 10.0 270 > th dose independent rect. 2 3
81 392.34 humidity 50.0 270 > th dose independent rect. 2 3
84 392.34 atmosphere 995.0 270 > th dose independent rect. 2 3
85 392.34 atmosphere 1010.0 270 < th dose independent rect. 2 3
90 392.34 temperature 10.0 270 > th dose independent rect. 5 21
91 392.36 radiation 40.0 270 < th dose dependent rect. 2 3
100 393.05 humidity 50.0 270 > th dose dependent rect. 2 3
114 395.01 wind 9.0 270 < th dose independent rect. 6 19
126 397.18 radiation 10.0 270 < th dose independent rect. 1 5
127 397.23 temperature 10.0 270 > th dose independent rect. 1 5
129 397.23 temperature 30.0 270 < th dose independent rect. 1 5
130 397.23 humidity 50.0 270 > th dose independent rect. 1 5
133 397.23 atmosphere 995.0 270 > th dose independent rect. 1 5
134 397.23 atmosphere 1015.0 270 < th dose independent rect. 1 5
138 397.23 temperature 10.0 270 > th dose independent rect. 6 19
146 397.93 humidity 90.0 720 < th dose dependent rect. 18 5
147 397.95 temperature 30.0 720 > th dose dependent rect. 18 1
161 397.98 temperature 25.0 90 < th dose independent rect. 4 1
179 398.50 radiation 40.0 270 < th dose dependent rect. 1 5
237 401.77 humidity 50.0 270 > th dose dependent rect. 1 5
270 403.76 temperature 15.0 10 > th dose dependent rect. 4 2
297 405.62 humidity 90.0 90 > th dose independent rect. 4 1
307 406.70 humidity 50.0 1440 < th dose independent rect. 16 1
312 407.14 humidity 50.0 90 > th dose dependent rect. 19 8
321 407.61 humidity 50.0 1440 < th dose dependent rect. 16 1
325 407.77 precipitation 0.1 270 < th dose independent rect. 6 19
326 407.77 precipitation 0.1 270 < th dose dependent rect. 6 19
335 408.35 precipitation 0.1 90 < th dose independent rect. 3 16
336 408.35 precipitation 0.1 90 < th dose dependent rect. 3 16
348 409.54 precipitation 0.1 270 < th dose independent rect. 1 17
349 409.54 precipitation 0.1 270 < th dose dependent rect. 1 17
357 410.17 precipitation 0.1 270 < th dose independent rect. 5 21
358 410.17 atmosphere 1015.0 90 < th dose dependent rect. 4 1
359 410.17 precipitation 0.1 270 < th dose dependent rect. 5 21
392 410.65 atmosphere 1015.0 90 < th dose dependent rect. 3 4
415 411.83 humidity 90.0 90 > th dose dependent rect. 4 1
422 412.35 temperature 25.0 720 > th dose dependent rect. 20 1
423 412.40 wind 3.0 10 < th dose independent rect. 4 4
433 413.11 temperature 25.0 720 > th dose dependent rect. 20 3
435 413.13 wind 3.0 10 < th dose independent rect. 4 2
459 413.43 radiation 1.0 270 < th dose dependent rect. 5 20
462 413.47 wind 9.0 90 < th dose dependent rect. 3 16
482 413.99 atmosphere 995.0 90 > th dose independent rect. 7 20
498 414.71 wind 9.0 10 < th dose independent rect. 6 22
501 415.05 precipitation 0.1 10 < th dose independent rect. 4 2
502 415.05 precipitation 0.1 10 < th dose dependent rect. 4 2
505 415.13 precipitation 0.1 270 < th dose independent rect. 14 15
506 415.13 precipitation 0.1 270 < th dose dependent rect. 14 15
509 415.28 humidity 60.0 10 > th dose dependent rect. 4 3
515 415.46 precipitation 0.1 90 < th dose independent rect. 19 8
518 415.46 precipitation 0.1 90 < th dose dependent rect. 19 8
520 415.63 radiation 10.0 10 < th dose independent rect. 4 2
550 416.21 wind 1.0 270 > th dose independent rect. 3 1
556 416.31 precipitation 0.1 10 < th dose independent rect. 3 5
557 416.31 precipitation 0.1 10 < th dose dependent rect. 3 5
560 416.45 wind 9.0 90 < th dose independent rect. 19 8
561 416.45 radiation 1.0 90 < th dose dependent rect. 19 8
562 416.46 temperature 10.0 90 > th dose independent rect. 19 8
563 416.46 temperature 30.0 90 < th dose independent rect. 19 8
564 416.46 humidity 50.0 90 > th dose independent rect. 19 8
566 416.46 atmosphere 995.0 90 > th dose independent rect. 19 8
567 416.46 radiation 1.0 90 < th dose independent rect. 19 8
572 416.46 temperature 10.0 90 > th dose independent rect. 3 16
573 416.46 atmosphere 1015.0 90 < th dose independent rect. 3 16
580 416.53 temperature 10.0 10 > th dose independent rect. 4 2
582 416.53 temperature 30.0 10 < th dose independent rect. 4 2
583 416.53 humidity 50.0 10 > th dose independent rect. 4 2
586 416.53 atmosphere 995.0 10 > th dose independent rect. 4 2
587 416.53 atmosphere 1010.0 10 < th dose independent rect. 4 2
592 416.53 temperature 10.0 10 > th dose independent rect. 6 22
599 416.69 humidity 50.0 270 > th dose dependent rect. 19 6
608 417.07 wind 3.0 90 < th dose dependent rect. 3 15
622 417.59 humidity 60.0 90 > th dose dependent rect. 21 6
630 417.78 humidity 80.0 720 < th dose dependent rect. 18 14
638 417.96 wind 9.0 90 < th dose dependent rect. 19 8
676 418.96 radiation 1.0 270 < th dose independent rect. 5 20
684 419.06 radiation 1.0 270 < th dose dependent rect. 1 10
709 419.57 wind 9.0 90 < th dose independent rect. 3 16
712 419.61 atmosphere 1015.0 10 < th dose dependent rect. 4 2
745 419.81 atmosphere 1015.0 270 < th dose independent rect. 6 19
755 419.92 humidity 50.0 270 > th dose independent rect. 5 9
766 420.21 humidity 50.0 1440 > th dose independent rect. 16 1
778 420.30 wind 9.0 270 < th dose independent rect. 5 9
783 420.40 radiation 40.0 270 < th dose independent rect. 13 16
796 420.58 temperature 15.0 270 > th dose independent rect. 5 9
908 422.71 wind 1.0 270 > th dose independent rect. 6 19
919 422.85 precipitation 0.1 90 < th dose independent rect. 3 18
920 422.85 precipitation 0.1 90 < th dose dependent rect. 3 18
929 422.95 temperature 10.0 270 > th dose independent rect. 1 17
930 422.95 atmosphere 1015.0 270 < th dose independent rect. 1 17
941 423.10 atmosphere 995.0 270 > th dose independent rect. 5 9
942 423.10 atmosphere 1015.0 270 < th dose independent rect. 5 9
943 423.10 temperature 10.0 270 > th dose independent rect. 14 15
972 423.23 humidity 50.0 10 > th dose dependent rect. 19 9
989 423.53 humidity 70.0 720 < th dose independent rect. 19 13