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Os10g0364900

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.67 (0.0556) R2 : 0.824
β1 : -3.38 (0.23) R2dD : 0.126 R2D : 0.0349
β2 : 5.55 (0.132) R2dC : 0.717 R2C : 0.723
β3 : 0.338 (0.208) R2dE : 0.00154 R2E : 0.00253
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.85 (0.605) R2dD*E : 0.0436 R2D*E : -0.0227
γ1 : 0.0595 (0.121) R2dN8 : 0.00015 R2N8 : -0.00908
σ : 0.977
deviance : 439.96
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C
peak time of C : 21.1
E
wheather : temperature
threshold : 20.27
memory length : 904
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
439.02 0.984 8.68 -3.4 5.55 0.319 0.551 -5.04 0.0533 21.1 20.25 900 -- --
481.38 1.02 8.56 -2.76 5.49 1.73 -0.802 -- 0.188 21.1 18.61 698 -- --
439.96 0.977 8.67 -3.38 5.55 0.338 -- -4.85 0.0595 21.1 20.27 904 -- --
482.28 1.02 8.54 -2.75 5.43 1.81 -- -- 0.22 21.1 18.55 735 -- --
2128.53 2.15 8.6 -3.73 -- 1.73 -- -4.65 -0.463 -- 21.2 778 -- --
522.94 1.07 8.5 -2.21 5.59 -- -0.811 -- 0.437 21.2 -- -- -- --
525.26 1.07 8.5 -2.18 5.59 -- -- -- 0.438 21.2 -- -- -- --
1775.54 1.96 8.7 -3.48 -- 3.37 -- -- -0.737 -- 25.94 671 -- --
646.57 1.19 8.45 -- 5.59 0.852 -- -- 0.667 21.1 17 410 -- --
2335.43 2.26 8.35 -2.16 -- -- -- -- 0.41 -- -- -- -- --
650.85 1.19 8.44 -- 5.59 -- -- -- 0.681 21.1 -- -- -- --
2026.94 2.1 8.51 -- -- 2.98 -- -- -0.199 -- 25.7 653 -- --
2459.07 2.31 8.29 -- -- -- -- -- 0.65 -- -- -- -- --

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
1 431.34 temperature 20 720 > th dose independent sin 9 NA
3 431.53 temperature 20 720 < th dose independent rect. 18 14
6 432.31 temperature 20 720 < th dose independent sin 10 NA
9 432.56 temperature 20 720 > th dose independent rect. 19 14
10 432.57 temperature 20 720 > th dose independent rect. 21 12
25 433.86 temperature 20 720 > th dose independent rect. 3 1
27 434.00 temperature 20 720 > th dose independent rect. 2 4
29 434.21 temperature 20 720 > th dose independent rect. 16 18
40 434.79 temperature 20 720 > th dose independent rect. 23 8
59 435.98 radiation 20 10 < th dose dependent rect. 6 23
61 436.08 temperature 20 720 > th dose independent rect. 13 20
74 436.83 temperature 10 720 > th dose dependent sin 9 NA
77 436.87 temperature 25 720 < th dose dependent rect. 21 11
81 437.04 temperature 15 720 > th dose dependent rect. 21 12
82 437.05 temperature 20 720 < th dose independent rect. 1 6
83 437.06 temperature 25 720 < th dose dependent sin 10 NA
86 437.18 temperature 25 720 < th dose dependent rect. 20 13
88 437.24 radiation 20 10 < th dose dependent rect. 23 23
108 438.03 temperature 25 720 < th dose dependent rect. 22 9
117 438.17 temperature 15 720 > th dose dependent rect. 19 15
119 438.19 temperature 15 720 > th dose dependent rect. 18 17
150 438.98 temperature 20 1440 < th dose independent rect. 3 1
189 439.74 temperature 15 720 > th dose dependent rect. 16 19
202 440.12 temperature 20 720 > th dose dependent rect. 22 10
207 440.20 atmosphere 995 43200 > th dose independent rect. 14 4
228 440.51 atmosphere 995 43200 > th dose independent rect. 14 6
233 440.65 atmosphere 995 43200 < th dose independent rect. 14 5
241 440.81 radiation 20 10 < th dose dependent rect. 24 17
255 441.03 radiation 20 10 < th dose dependent rect. 23 21
261 441.09 atmosphere 995 43200 < th dose independent rect. 15 1
268 441.17 temperature 20 720 > th dose independent rect. 5 1
272 441.26 atmosphere 995 43200 < th dose dependent rect. 15 3
279 441.42 atmosphere 995 43200 > th dose independent rect. 15 1
334 442.76 temperature 20 720 < th dose independent rect. 5 1
384 443.39 radiation 20 10 < th dose dependent sin 2 NA
418 443.85 temperature 20 720 < th dose independent rect. 24 23
424 443.91 humidity 80 14400 > th dose dependent rect. 18 12
432 444.06 temperature 20 720 > th dose independent no NA NA
452 444.41 radiation 20 10 < th dose dependent rect. 21 23
465 444.53 temperature 20 720 < th dose independent no NA NA
501 444.89 temperature 20 720 > th dose independent rect. 21 23
512 444.98 temperature 20 720 > th dose dependent rect. 2 4
515 445.01 temperature 20 1440 > th dose independent rect. 24 13
520 445.03 humidity 90 43200 < th dose dependent rect. 19 10
522 445.04 humidity 90 14400 > th dose dependent rect. 5 2
569 445.43 humidity 90 43200 < th dose dependent rect. 20 4
577 445.46 humidity 90 43200 < th dose dependent rect. 21 2
596 445.59 temperature 25 4320 < th dose dependent rect. 3 1
608 445.74 radiation 1 14400 > th dose independent rect. 18 11
633 445.88 humidity 80 43200 > th dose independent rect. 17 13
673 446.08 temperature 10 4320 > th dose dependent rect. 3 1
684 446.15 humidity 80 43200 > th dose independent rect. 16 15
685 446.16 temperature 10 4320 > th dose dependent rect. 5 2
689 446.17 temperature 20 720 > th dose independent rect. 24 23
705 446.26 temperature 30 4320 < th dose dependent rect. 5 2
718 446.34 humidity 80 14400 > th dose dependent sin 11 NA
726 446.38 temperature 20 4320 < th dose independent rect. 6 1
728 446.39 temperature 25 4320 < th dose dependent rect. 2 5
733 446.42 humidity 70 14400 > th dose dependent rect. 24 1
736 446.43 radiation 10 10 < th dose independent rect. 7 22
744 446.49 temperature 10 4320 > th dose dependent rect. 3 4
758 446.57 temperature 20 720 > th dose independent rect. 2 23
843 446.89 humidity 80 43200 < th dose independent rect. 17 11
914 447.21 humidity 80 14400 > th dose dependent rect. 23 9
925 447.24 temperature 20 720 > th dose independent rect. 5 23
966 447.40 humidity 80 43200 > th dose independent sin 13 NA