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Os03g0578300

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 : 6.37 (0.0322) R2 : 0.652
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.65 (0.133) R2dE : 0.642 R2E : 0.652
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0429 (0.071) R2dN8 : 0.000376 R2N8 : 0.00998
σ : 0.596
deviance : 163.55
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C
peak time of C : --
E
wheather : temperature
threshold : 27.72
memory length : 107
response mode : < th
dose dependency : dose dependent
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 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
135.17 0.546 6.35 -0.205 0.128 3.32 -1.08 -2.77 -0.0557 21.6 28.52 97 -- --
142.55 0.556 6.4 -0.672 0.148 3.39 -1.58 -- -0.153 23.3 27.76 111 -- --
139.29 0.55 6.35 -0.13 0.144 3.28 -- -3.08 -0.0669 22.1 28.57 96 -- --
152.92 0.576 6.4 -0.631 0.182 3.38 -- -- -0.161 22.4 27.73 118 -- --
139.58 0.55 6.36 -0.197 -- 3.35 -- -3.05 -0.0579 -- 28.65 76 -- --
305.67 0.82 6.57 -1.52 1.05 -- -1.19 -- -0.893 2.22 -- -- -- --
310.74 0.825 6.56 -1.49 1.05 -- -- -- -0.887 2.42 -- -- -- --
154.32 0.579 6.39 -0.617 -- 3.44 -- -- -0.148 -- 27.85 97 -- --
162.22 0.593 6.37 -- 0.175 3.67 -- -- -0.0329 20.3 27.77 118 -- --
376.16 0.906 6.55 -1.44 -- -- -- -- -0.861 -- -- -- -- --
368.95 0.899 6.52 -- 1.02 -- -- -- -0.721 2.4 -- -- -- --
163.55 0.596 6.37 -- -- 3.65 -- -- -0.0429 -- 27.72 107 -- --
430.98 0.969 6.52 -- -- -- -- -- -0.701 -- -- -- -- --

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
1 123.65 temperature 30 30 < th dose dependent rect. 3 23
3 126.96 temperature 30 90 < th dose dependent rect. 11 23
5 132.76 temperature 30 270 < th dose dependent rect. 9 23
9 135.33 temperature 30 10 < th dose dependent rect. 13 23
10 136.46 temperature 30 90 < th dose dependent no NA NA
15 138.14 temperature 30 30 < th dose dependent rect. 15 23
16 138.27 temperature 30 90 < th dose dependent rect. 17 23
22 140.20 temperature 15 90 > th dose dependent rect. 7 23
23 140.35 temperature 30 30 < th dose dependent rect. 19 23
24 140.40 temperature 30 30 < th dose dependent rect. 21 23
27 140.58 temperature 30 30 < th dose dependent rect. 23 23
30 141.12 temperature 15 90 > th dose dependent no NA NA
36 141.64 temperature 30 30 < th dose dependent rect. 9 23
41 142.58 temperature 30 30 < th dose dependent rect. 1 23
58 145.20 temperature 30 30 < th dose dependent rect. 5 23
80 148.31 temperature 15 270 > th dose dependent rect. 13 23
90 149.74 temperature 15 270 > th dose dependent rect. 16 23
138 154.75 temperature 20 30 > th dose dependent rect. 2 23
149 155.49 temperature 20 90 > th dose dependent rect. 24 23
156 155.99 temperature 30 720 < th dose dependent rect. 4 20
213 158.37 temperature 25 30 < th dose dependent rect. 7 23
288 159.89 temperature 20 10 > th dose dependent rect. 24 23
335 161.14 temperature 15 270 > th dose dependent rect. 20 23
339 161.26 temperature 15 1440 > th dose dependent rect. 7 5
340 161.28 temperature 30 1440 < th dose dependent rect. 7 5
365 161.85 temperature 10 720 > th dose dependent rect. 15 21
384 162.24 temperature 20 1440 > th dose dependent rect. 11 1
385 162.27 temperature 10 4320 > th dose dependent rect. 21 1
387 162.31 temperature 30 4320 < th dose dependent rect. 20 2
434 163.23 temperature 20 4320 > th dose dependent rect. 17 1
446 163.32 temperature 20 270 > th dose dependent rect. 11 23
504 164.10 temperature 20 10 > th dose dependent rect. 22 23
511 164.19 temperature 10 4320 > th dose dependent rect. 17 6
529 164.40 temperature 25 720 < th dose independent rect. 7 17
551 164.57 temperature 30 4320 < th dose dependent rect. 17 6
586 164.89 temperature 10 1440 > th dose dependent rect. 17 19
725 165.72 temperature 10 4320 > th dose dependent rect. 17 1
730 165.74 temperature 30 1440 < th dose dependent rect. 17 19
811 166.14 temperature 20 10 > th dose dependent rect. 11 23
821 166.17 temperature 10 1440 > th dose dependent sin 4 NA