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Os09g0313500

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

Description : Disease resistance protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.42 (0.0257) R2 : 0.571
β1 : 2.16 (0.0942) R2dD : 0.512 R2D : 0.349
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.728 (0.0549) R2dN8 : 0.222 R2N8 : 0.0589
σ : 0.483
deviance : 106.65
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_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 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
86.9 0.438 9.44 1.91 0.361 -1.12 -0.733 -0.361 0.591 5.02 21.65 752 -- --
86.95 0.434 9.45 1.89 0.355 -1 -0.701 -- 0.577 4.95 22.09 751 -- --
88.21 0.437 9.44 1.91 0.357 -1.07 -- -0.27 0.588 5.03 21.99 781 -- --
88.26 0.438 9.45 1.88 0.349 -1.01 -- -- 0.577 5.22 22.27 823 -- --
93.85 0.451 9.45 1.91 -- -1.16 -- -0.396 0.582 -- 22.16 1004 -- --
98.08 0.464 9.42 2.13 0.363 -- -0.761 -- 0.714 4.19 -- -- -- --
99.7 0.468 9.42 2.14 0.358 -- -- -- 0.718 4.14 -- -- -- --
93.96 0.451 9.46 1.87 -- -1.06 -- -- 0.576 -- 22.28 1014 -- --
116.88 0.504 9.56 -- 0.346 -1.69 -- -- 0.0828 4.34 21.8 47520 -- --
106.65 0.483 9.42 2.16 -- -- -- -- 0.728 -- -- -- -- --
220.52 0.695 9.47 -- 0.399 -- -- -- 0.48 4.05 -- -- -- --
123.34 0.517 9.57 -- -- -1.7 -- -- 0.0844 -- 21.89 47520 -- --
229.21 0.707 9.48 -- -- -- -- -- 0.489 -- -- -- -- --

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 86.13 temperature 30 270 < th dose dependent rect. 8 3
2 86.28 atmosphere 1000 14400 > th dose independent rect. 11 1
3 86.30 atmosphere 1000 14400 < th dose independent rect. 11 1
5 86.37 temperature 30 270 < th dose dependent rect. 7 5
27 86.66 atmosphere 1000 14400 < th dose dependent rect. 12 1
28 86.66 atmosphere 1000 14400 < th dose dependent rect. 12 3
31 86.67 atmosphere 1000 14400 < th dose dependent rect. 14 1
56 86.78 temperature 20 720 < th dose dependent rect. 23 6
75 86.87 temperature 20 720 < th dose dependent rect. 1 4
91 86.91 temperature 20 720 < th dose dependent rect. 21 9
106 86.97 temperature 15 720 > th dose dependent rect. 4 2
123 87.02 temperature 15 720 > th dose dependent rect. 3 4
138 87.07 temperature 20 720 > th dose independent rect. 19 21
142 87.08 temperature 20 720 < th dose dependent rect. 3 1
162 87.14 temperature 20 720 < th dose dependent sin 10 NA
165 87.15 temperature 10 720 > th dose dependent rect. 1 6
204 87.31 temperature 20 720 < th dose dependent rect. 23 19
232 87.40 temperature 20 720 < th dose dependent rect. 21 20
264 87.47 temperature 30 720 < th dose dependent rect. 24 10
268 87.47 temperature 20 720 < th dose dependent rect. 17 17
293 87.51 temperature 25 720 < th dose dependent rect. 24 13
317 87.54 humidity 90 4320 > th dose dependent rect. 9 1
353 87.58 temperature 20 720 > th dose independent rect. 1 15
386 87.63 temperature 20 720 > th dose independent rect. 3 4
387 87.63 atmosphere 1000 14400 < th dose dependent sin 0 NA
407 87.66 temperature 20 720 < th dose dependent rect. 8 22
470 87.77 temperature 20 720 < th dose dependent no NA NA
481 87.79 temperature 20 720 < th dose independent rect. 23 16
511 87.83 temperature 20 720 > th dose independent rect. 3 13
543 87.88 temperature 20 720 > th dose independent rect. 23 17
565 87.91 temperature 20 720 > th dose independent rect. 5 1
572 87.92 temperature 30 10 < th dose independent rect. 11 1
577 87.93 temperature 20 720 < th dose independent sin 7 NA
598 87.97 temperature 20 720 < th dose independent rect. 21 17
611 87.99 temperature 20 720 > th dose independent rect. 1 6
692 88.09 temperature 25 270 < th dose independent rect. 8 3
703 88.11 temperature 20 720 < th dose independent rect. 24 9
728 88.14 temperature 30 720 < th dose dependent rect. 24 5
754 88.17 atmosphere 1000 14400 < th dose independent sin 3 NA
760 88.17 radiation 1 10 > th dose dependent rect. 11 1
773 88.19 temperature 20 720 > th dose independent rect. 12 21
778 88.19 temperature 10 10 > th dose dependent rect. 12 23
819 88.26 temperature 20 720 > th dose independent rect. 1 23
823 88.27 atmosphere 1000 14400 > th dose independent sin 3 NA
829 88.27 temperature 20 720 > th dose independent rect. 12 23
834 88.28 temperature 20 720 < th dose independent rect. 24 7
888 88.34 temperature 20 720 > th dose independent rect. 19 12
891 88.34 temperature 20 720 > th dose independent rect. 10 22
912 88.37 temperature 20 720 > th dose independent rect. 1 21
973 88.43 temperature 20 720 > th dose independent sin 6 NA