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Os05g0551100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.27 (0.0508) R2 : 0.738
β1 : -5.26 (0.185) R2dD : 0.484 R2D : 0.4
β2 : -- (--) R2dC : -- R2C : --
β3 : -4.35 (0.211) R2dE : 0.253 R2E : 0.193
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.5 (0.11) R2dN8 : 0.151 R2N8 : -0.0379
σ : 0.946
deviance : 412.63
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 6.291
memory length : 1374
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 8.22
open length of G : --

__

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 = sin)

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
402.67 0.943 7.33 -5.5 1.36 -3.25 0.0369 0.96 -1.6 21.4 5.754 1429 7.86 --
404.09 0.936 7.33 -5.36 1.34 -3.22 0.00407 -- -1.58 21.4 5.71 1428 7.87 --
402.68 0.935 7.33 -5.5 1.36 -3.24 -- 0.97 -1.6 21.4 5.711 1429 7.86 --
404.07 0.936 7.32 -5.34 1.33 -3.21 -- -- -1.57 21.4 5.714 1428 7.85 --
413.59 0.947 7.27 -5.39 -- -4.31 -- 1.39 -1.49 -- 6.28 1374 8.43 --
645.93 1.19 7.22 -5.36 1.59 -- 0.659 -- -1.1 21.9 -- -- -- --
647.51 1.19 7.22 -5.38 1.59 -- -- -- -1.1 21.8 -- -- -- --
412.63 0.946 7.27 -5.26 -- -4.35 -- -- -1.5 -- 6.291 1374 8.22 --
1070.14 1.52 7.22 -- 1.58 -3.98 -- -- -1.08 21.3 10 1437 8.1 --
798.06 1.32 7.18 -5.36 -- -- -- -- -1.1 -- -- -- -- --
1410.42 1.76 7.09 -- 1.58 -- -- -- -0.497 21.6 -- -- -- --
1081.4 1.53 7.15 -- -- -4.9 -- -- -0.919 -- 10 1384 8.35 --
1557 1.84 7.05 -- -- -- -- -- -0.503 -- -- -- -- --

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
1 411.66 radiation 10 1440 < th dose dependent rect. 15 15
2 412.39 radiation 10 1440 < th dose dependent rect. 15 10
3 412.40 radiation 10 1440 < th dose dependent rect. 15 8
4 412.44 radiation 10 1440 < th dose dependent rect. 15 6
8 412.56 radiation 10 1440 < th dose dependent rect. 15 4
13 413.00 radiation 40 1440 < th dose dependent rect. 16 1
17 414.48 radiation 40 1440 < th dose dependent rect. 16 7
18 414.65 radiation 40 1440 < th dose dependent rect. 16 5
30 415.60 radiation 1 1440 > th dose dependent rect. 16 1
34 416.00 radiation 40 1440 < th dose dependent rect. 16 12
77 418.95 wind 7 43200 > th dose dependent rect. 19 3
123 421.99 humidity 50 14400 < th dose independent rect. 16 18
124 422.33 humidity 50 14400 < th dose independent rect. 16 1
125 422.45 humidity 50 14400 > th dose independent rect. 16 1
126 422.53 wind 5 43200 > th dose dependent rect. 20 1
127 422.76 wind 9 43200 < th dose independent rect. 19 3
128 423.11 wind 5 43200 > th dose independent rect. 20 1
131 423.82 radiation 10 1440 < th dose dependent sin 14 NA
134 424.10 humidity 50 14400 > th dose independent rect. 16 17
149 424.73 wind 9 43200 > th dose independent rect. 19 4
150 424.93 humidity 50 14400 > th dose independent rect. 16 7
154 425.06 humidity 50 14400 > th dose independent rect. 16 5
158 425.37 wind 5 43200 < th dose independent rect. 20 1
159 425.39 radiation 10 1440 > th dose independent rect. 15 16
172 426.42 humidity 60 14400 < th dose dependent rect. 17 1
194 428.00 radiation 10 1440 > th dose independent rect. 15 2
211 428.35 humidity 50 14400 < th dose dependent rect. 16 18
223 429.02 temperature 25 1440 > th dose dependent rect. 7 12
227 429.27 temperature 25 1440 > th dose dependent rect. 13 21
241 429.60 temperature 25 1440 > th dose dependent rect. 18 1
291 430.15 temperature 25 1440 > th dose dependent sin 22 NA
302 430.27 temperature 30 1440 < th dose independent rect. 11 1
335 430.55 radiation 30 1440 < th dose independent rect. 15 17
373 430.94 temperature 30 1440 < th dose independent rect. 10 3
376 430.98 temperature 25 1440 > th dose dependent no NA NA
391 431.24 temperature 25 1440 > th dose dependent rect. 18 23
393 431.25 temperature 25 1440 > th dose dependent rect. 13 6
395 431.28 humidity 70 14400 < th dose independent rect. 19 2
399 431.33 humidity 70 14400 < th dose independent rect. 19 12
419 431.52 wind 9 43200 < th dose independent rect. 19 10
425 431.65 radiation 10 1440 > th dose independent sin 14 NA
436 431.89 temperature 25 1440 > th dose dependent rect. 16 3
448 432.08 temperature 30 1440 > th dose independent rect. 11 1
465 432.35 temperature 30 1440 > th dose independent rect. 10 3
482 432.55 wind 5 43200 > th dose dependent rect. 19 6
483 432.56 temperature 30 1440 < th dose independent rect. 17 20
504 432.84 wind 9 43200 > th dose independent rect. 19 10
544 433.59 temperature 30 1440 > th dose independent rect. 17 20
549 433.65 radiation 30 1440 < th dose independent rect. 15 8
566 433.94 radiation 30 1440 < th dose independent rect. 15 6
569 433.99 radiation 30 1440 > th dose independent rect. 15 17
610 434.62 radiation 30 1440 < th dose independent rect. 15 4
641 434.79 wind 9 43200 > th dose dependent rect. 19 11
645 434.82 temperature 25 1440 > th dose dependent rect. 13 1
649 434.90 temperature 30 1440 < th dose independent rect. 7 6
676 435.21 temperature 25 1440 > th dose dependent rect. 7 2
679 435.28 temperature 30 1440 < th dose independent rect. 22 15
708 435.53 wind 7 43200 > th dose dependent rect. 17 13
755 436.81 wind 7 43200 < th dose independent rect. 17 5
770 436.83 wind 7 43200 > th dose independent rect. 17 5
801 437.63 radiation 30 1440 > th dose independent rect. 15 1
850 438.06 wind 5 43200 > th dose independent rect. 19 6
872 438.16 humidity 60 1440 > th dose dependent rect. 6 15
876 438.20 temperature 25 1440 > th dose dependent rect. 3 6
919 438.72 wind 5 43200 > th dose independent rect. 17 19
920 438.72 wind 5 43200 > th dose independent rect. 17 21
929 438.87 wind 9 43200 < th dose independent rect. 19 6
931 438.88 temperature 30 1440 > th dose independent rect. 16 2
955 439.09 wind 5 43200 < th dose independent rect. 17 19
1000 439.39 wind 9 43200 < th dose independent rect. 17 13