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Os04g0600000

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

Description : Similar to Transfactor-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.91 (0.0304) R2 : 0.611
β1 : -2.24 (0.111) R2dD : 0.361 R2D : 0.287
β2 : 1.3 (0.075) R2dC : 0.256 R2C : 0.241
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.461 (0.0647) R2dN8 : 0.0579 R2N8 : -0.00378
σ : 0.57
deviance : 148.19
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_____
C
peak time of C : 21.1
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 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
115.61 0.505 6.95 -2.39 1.47 -0.901 1.09 2.58 -0.642 22 10.93 1651 -- --
122.59 0.516 6.93 -2.16 1.48 -0.95 1.84 -- -0.569 22.2 9.404 1689 -- --
117.95 0.506 6.96 -2.53 1.53 -1.03 -- 3.47 -0.665 22.2 8.051 1651 -- --
135.37 0.542 6.95 -2.25 1.47 -0.944 -- -- -0.607 21.9 9.575 1638 -- --
160.14 0.589 6.91 -2.38 -- -1.62 -- -1.45 -0.739 -- 5.001 2503 -- --
136.34 0.547 6.91 -2.18 1.29 -- 1.84 -- -0.461 21.4 -- -- -- --
148.19 0.57 6.91 -2.24 1.3 -- -- -- -0.461 21.1 -- -- -- --
156.89 0.583 6.93 -2.36 -- -1.89 -- -- -0.728 -- 5.356 2489 -- --
264.14 0.757 6.96 -- 1.42 -1.17 -- -- -0.41 22 9.773 4717 -- --
245.21 0.732 6.88 -2.24 -- -- -- -- -0.468 -- -- -- -- --
280.83 0.784 6.85 -- 1.3 -- -- -- -0.211 21 -- -- -- --
283.32 0.784 6.88 -- -- -1.99 -- -- -0.522 -- 10 2466 -- --
377.53 0.907 6.82 -- -- -- -- -- -0.219 -- -- -- -- --

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
1 113.36 radiation 10 720 < th dose dependent rect. 5 16
2 113.86 radiation 10 720 < th dose dependent rect. 3 18
4 114.17 radiation 30 1440 < th dose independent rect. 16 13
6 114.36 radiation 30 1440 < th dose independent rect. 16 10
12 114.63 radiation 30 1440 < th dose independent rect. 16 5
15 114.72 radiation 30 1440 < th dose independent rect. 16 1
25 115.56 radiation 1 720 > th dose dependent rect. 16 16
44 116.35 radiation 10 720 < th dose independent rect. 3 20
53 116.86 radiation 1 720 > th dose dependent sin 12 NA
54 116.87 radiation 1 720 > th dose dependent rect. 15 18
55 116.92 radiation 1 720 > th dose dependent rect. 17 14
62 117.13 radiation 10 720 < th dose dependent rect. 23 18
76 117.42 radiation 10 720 < th dose independent rect. 23 22
82 117.64 radiation 20 1440 < th dose independent sin 13 NA
89 117.84 radiation 10 720 < th dose dependent sin 23 NA
97 118.04 radiation 10 720 < th dose dependent sin 5 NA
106 118.09 radiation 20 1440 < th dose independent rect. 15 17
107 118.09 radiation 20 720 < th dose independent rect. 18 23
138 118.41 radiation 20 720 < th dose independent rect. 18 21
149 118.53 radiation 20 1440 < th dose independent rect. 13 19
155 118.58 radiation 10 720 < th dose independent rect. 22 19
167 118.79 radiation 10 720 < th dose independent sin 7 NA
174 118.87 radiation 1 1440 > th dose dependent rect. 16 1
182 118.99 radiation 20 720 < th dose independent rect. 11 23
184 119.02 radiation 40 1440 < th dose dependent rect. 16 15
188 119.06 radiation 20 720 < th dose independent rect. 16 23
196 119.10 radiation 20 720 < th dose independent no NA NA
205 119.13 radiation 20 1440 < th dose dependent sin 13 NA
216 119.19 radiation 20 1440 < th dose dependent rect. 16 1
219 119.20 radiation 40 1440 < th dose dependent rect. 16 1
234 119.29 radiation 1 1440 > th dose dependent rect. 16 3
283 119.50 radiation 20 720 < th dose independent rect. 7 23
303 119.63 radiation 10 1440 < th dose dependent rect. 11 22
316 119.66 radiation 1 720 > th dose dependent rect. 11 22
317 119.67 radiation 40 1440 < th dose dependent sin 13 NA
324 119.71 radiation 10 720 < th dose independent rect. 1 7
338 119.75 radiation 40 1440 < th dose dependent rect. 15 17
375 119.88 radiation 10 1440 < th dose dependent rect. 15 23
377 119.89 radiation 20 1440 < th dose dependent rect. 13 19
399 119.95 radiation 30 720 < th dose dependent rect. 18 23
411 119.99 radiation 40 1440 < th dose dependent rect. 16 9
429 120.05 radiation 40 1440 < th dose dependent rect. 16 12
432 120.06 radiation 10 720 < th dose independent sin 22 NA
459 120.11 radiation 20 1440 < th dose dependent rect. 16 9
485 120.13 radiation 10 1440 < th dose dependent rect. 20 23
487 120.14 radiation 10 1440 < th dose dependent no NA NA
614 120.31 radiation 20 1440 < th dose dependent rect. 16 3
623 120.33 radiation 30 14400 > th dose dependent rect. 7 1
640 120.34 radiation 40 1440 < th dose dependent rect. 10 23
642 120.35 radiation 40 1440 < th dose dependent rect. 16 3
666 120.40 radiation 40 1440 < th dose independent rect. 10 15
670 120.40 radiation 40 1440 < th dose independent rect. 10 21
695 120.43 radiation 40 1440 < th dose independent rect. 10 7
731 120.52 radiation 30 1440 < th dose independent rect. 10 2
786 120.65 radiation 30 1440 < th dose dependent rect. 15 21
795 120.67 radiation 1 1440 > th dose dependent rect. 13 23
819 120.72 atmosphere 1010 720 > th dose independent rect. 4 5
820 120.72 radiation 20 1440 < th dose independent rect. 7 11
831 120.73 radiation 20 1440 < th dose independent rect. 10 15
836 120.74 radiation 10 720 < th dose independent rect. 23 10
848 120.75 radiation 20 1440 < th dose independent rect. 10 8
968 120.81 radiation 20 720 < th dose dependent rect. 1 7