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Os07g0571600

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 : 9.11 (0.032) R2 : 0.767
β1 : -2.16 (0.12) R2dD : 0.197 R2D : -0.0209
β2 : 2.17 (0.0761) R2dC : 0.426 R2C : 0.318
β3 : 1.44 (0.107) R2dE : 0.117 R2E : -0.164
β4 : 2.6 (0.301) R2dD*C : 0.0391 R2D*C : -0.0399
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.62 (0.0738) R2dN8 : 0.408 R2N8 : 0.0822
σ : 0.583
deviance : 156.66
__
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C
peak time of C : 9.74
E
wheather : radiation
threshold : 10.46
memory length : 1435
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 = 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
155.32 0.586 9.12 -2.1 2.19 1.46 2.65 0.803 -1.61 9.75 10.47 1435 -- --
156.66 0.583 9.11 -2.16 2.17 1.44 2.6 -- -1.62 9.74 10.46 1435 -- --
181.58 0.628 9.13 -1.99 2.15 1.44 -- 0.78 -1.62 9.83 10.47 1445 -- --
182.22 0.629 9.13 -2.11 2.16 1.44 -- -- -1.64 9.88 10.36 1438 -- --
307.06 0.821 9.11 -1.65 -- 1.32 -- 1.11 -1.28 -- 2.37 1589 -- --
220.67 0.696 9.04 -1.76 2.14 -- 2.49 -- -1.23 9.6 -- -- -- --
243.28 0.73 9.04 -1.66 2.12 -- -- -- -1.22 9.78 -- -- -- --
315.14 0.83 9.11 -1.65 -- 1.32 -- -- -1.28 -- 2.37 1589 -- --
266.71 0.761 9.04 -- 2.44 1.08 -- -- -1.23 10 19.99 2761 -- --
511.71 1.06 9.1 -1.68 -- -- -- -- -1.22 -- -- -- -- --
316.05 0.832 9 -- 2.13 -- -- -- -1.03 9.84 -- -- -- --
383.94 0.916 9.06 -- -- 1.36 -- -- -1.04 -- 4.84 1605 -- --
586.39 1.13 9.05 -- -- -- -- -- -1.03 -- -- -- -- --

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
1 153.85 radiation 10 1440 > th dose independent rect. 15 23
3 154.69 radiation 10 1440 > th dose independent sin 4 NA
6 154.84 radiation 10 1440 > th dose independent rect. 13 23
13 155.38 radiation 10 1440 > th dose independent rect. 11 23
16 155.64 radiation 10 1440 > th dose independent rect. 6 11
29 155.67 radiation 10 1440 > th dose independent no NA NA
112 155.99 radiation 10 1440 > th dose independent rect. 6 8
162 157.11 radiation 10 1440 > th dose independent rect. 8 23
163 157.19 radiation 20 1440 < th dose dependent rect. 11 23
167 157.34 radiation 20 1440 < th dose dependent rect. 15 23
171 157.43 radiation 20 1440 < th dose dependent rect. 6 12
175 157.50 radiation 20 1440 < th dose dependent rect. 6 22
181 157.52 radiation 20 1440 < th dose dependent rect. 6 19
186 157.57 radiation 20 1440 < th dose dependent rect. 2 16
190 157.57 radiation 20 1440 < th dose dependent rect. 24 18
216 157.59 radiation 20 1440 < th dose dependent rect. 19 23
238 157.66 radiation 20 1440 < th dose dependent no NA NA
322 158.24 radiation 20 1440 < th dose dependent sin 1 NA
385 158.78 humidity 70 1440 > th dose independent rect. 18 21
741 160.04 humidity 70 1440 > th dose independent rect. 9 11
743 160.04 humidity 70 1440 > th dose independent rect. 9 14
744 160.04 humidity 70 1440 > th dose independent rect. 9 18
746 160.04 radiation 1 1440 > th dose dependent rect. 13 21
748 160.05 humidity 70 1440 > th dose independent rect. 9 16
793 160.24 humidity 60 1440 > th dose dependent rect. 11 3
951 160.63 radiation 10 1440 > th dose independent sin 12 NA