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Os05g0414200

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 : 9.26 (0.022) R2 : 0.514
β1 : 1.07 (0.0806) R2dD : 0.194 R2D : 0.0756
β2 : 0.682 (0.0522) R2dC : 0.182 R2C : 0.136
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.633 (0.047) R2dN8 : 0.259 R2N8 : 0.131
σ : 0.414
deviance : 78.07
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_____
C
peak time of C : 0.468
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 = radiation, 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
65.59 0.381 9.2 1.42 0.71 -0.64 0.261 0.952 0.878 0.451 10.05 1429 -- --
67.23 0.382 9.2 1.42 0.728 -0.689 0.477 -- 0.879 0.335 10.04 1371 -- --
64.97 0.375 9.19 1.42 0.718 -0.627 -- 1.21 0.864 0.301 10.05 1346 -- --
67.4 0.382 9.2 1.39 0.762 -0.623 -- -- 0.846 0.411 10.05 1356 -- --
80.65 0.421 9.24 1.08 -- -0.487 -- -0.0677 0.671 -- 2.489 1651 -- --
77.93 0.414 9.26 1.07 0.683 -- 0.186 -- 0.634 0.433 -- -- -- --
78.07 0.414 9.26 1.07 0.682 -- -- -- 0.633 0.468 -- -- -- --
80.17 0.419 9.24 1.07 -- -0.495 -- -- 0.685 -- 3.71 1683 -- --
104 0.475 9.25 -- 0.69 -0.246 -- -- 0.628 0.57 29.92 1323 -- --
107.3 0.484 9.25 1.09 -- -- -- -- 0.645 -- -- -- -- --
108.05 0.486 9.29 -- 0.698 -- -- -- 0.514 0.545 -- -- -- --
110.31 0.491 9.27 -- -- -0.506 -- -- 0.567 -- 3.71 1683 -- --
138.64 0.55 9.28 -- -- -- -- -- 0.524 -- -- -- -- --

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 62.66 radiation 10 1440 > th dose independent rect. 10 3
4 62.92 radiation 10 1440 < th dose dependent rect. 9 8
7 63.20 radiation 10 1440 > th dose independent rect. 9 8
23 63.37 radiation 10 1440 < th dose dependent rect. 9 16
112 64.35 radiation 10 1440 > th dose independent sin 20 NA
155 64.53 radiation 20 1440 < th dose dependent rect. 11 3
171 64.59 radiation 10 1440 < th dose dependent sin 19 NA
240 65.26 radiation 20 1440 < th dose dependent rect. 13 1
244 65.29 radiation 20 1440 < th dose dependent rect. 11 1
289 65.55 wind 1 1440 < th dose independent rect. 3 4
290 65.57 wind 1 1440 < th dose independent rect. 5 2
333 65.67 radiation 10 1440 > th dose independent no NA NA
422 65.80 radiation 10 1440 > th dose independent rect. 15 23
466 65.95 wind 1 1440 > th dose independent rect. 3 4
476 65.99 humidity 50 720 > th dose dependent rect. 11 17
479 66.01 humidity 50 720 > th dose dependent rect. 11 19
499 66.05 humidity 50 720 > th dose dependent rect. 11 12
502 66.07 wind 1 1440 > th dose independent rect. 5 2
506 66.12 humidity 90 1440 < th dose dependent rect. 11 5
507 66.13 humidity 50 1440 > th dose dependent rect. 11 5
511 66.16 humidity 50 720 > th dose dependent sin 18 NA
514 66.18 humidity 70 1440 > th dose dependent rect. 11 3
558 66.40 humidity 90 720 < th dose dependent rect. 13 9
564 66.43 humidity 50 720 > th dose dependent rect. 14 7
567 66.47 humidity 50 720 > th dose dependent rect. 13 9
623 66.63 radiation 20 1440 < th dose independent rect. 11 3
679 66.71 humidity 50 1440 > th dose dependent rect. 13 1
687 66.73 humidity 90 1440 < th dose dependent rect. 13 1
689 66.74 humidity 90 720 < th dose dependent rect. 11 12
693 66.75 radiation 10 1440 < th dose independent rect. 11 6
771 66.85 humidity 90 720 < th dose dependent sin 18 NA
821 66.92 humidity 80 1440 > th dose independent rect. 11 3
833 66.94 wind 1 1440 < th dose dependent rect. 5 2
870 66.99 humidity 50 1440 > th dose dependent rect. 15 1
877 67.00 humidity 90 1440 < th dose dependent rect. 15 1
959 67.13 radiation 20 1440 < th dose independent rect. 13 1