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Os07g0646600

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 : 10.9 (0.0174) R2 : 0.724
β1 : -1.09 (0.0668) R2dD : 0.19 R2D : -0.066
β2 : 1.36 (0.048) R2dC : 0.607 R2C : 0.00913
β3 : 2.68 (0.091) R2dE : 0.776 R2E : -0.13
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.478 (0.0392) R2dN8 : 0.14 R2N8 : -0.104
σ : 0.321
deviance : 47.36
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C
peak time of C : 8.59
E
wheather : temperature
threshold : 8.483
memory length : 712
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
43.16 0.309 11 -1.49 1.35 2.71 0.105 -2.21 -0.584 8.61 9.834 713 -- --
46.32 0.317 10.9 -1.11 1.36 2.69 0.576 -- -0.481 8.62 8.212 712 -- --
43.19 0.306 11 -1.5 1.35 2.71 -- -2.29 -0.589 8.61 9.57 712 -- --
47.36 0.321 10.9 -1.09 1.36 2.68 -- -- -0.478 8.59 8.483 712 -- --
79.65 0.416 11 -1.53 -- 2.23 -- -1.82 -0.578 -- 5.772 1443 -- --
137.01 0.549 10.8 -0.424 0.723 -- 0.267 -- -0.0666 8.76 -- -- -- --
137.24 0.549 10.8 -0.416 0.724 -- -- -- -0.0668 8.7 -- -- -- --
82.45 0.423 10.9 -1.12 -- 2.21 -- -- -0.472 -- 2.91 1459 -- --
75.42 0.404 10.9 -- 1.35 2.46 -- -- -0.356 8.25 14.2 615 -- --
166.84 0.604 10.8 -0.414 -- -- -- -- -0.0608 -- -- -- -- --
141.8 0.557 10.8 -- 0.722 -- -- -- -0.0205 8.74 -- -- -- --
111.2 0.491 10.9 -- -- 1.74 -- -- -0.275 -- 6.813 1443 -- --
171.36 0.611 10.8 -- -- -- -- -- -0.0149 -- -- -- -- --

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 38.16 temperature 15 720 > th dose dependent rect. 19 21
15 40.71 temperature 30 720 < th dose dependent rect. 22 21
35 41.88 temperature 10 720 > th dose dependent rect. 1 23
36 41.98 temperature 10 720 > th dose dependent rect. 10 23
40 42.16 temperature 30 720 < th dose dependent rect. 18 22
46 42.29 temperature 10 720 > th dose dependent rect. 12 23
77 43.01 temperature 30 720 < th dose dependent rect. 13 23
85 43.18 temperature 10 720 > th dose dependent no NA NA
96 43.48 temperature 30 720 < th dose dependent no NA NA
113 43.91 temperature 15 720 > th dose dependent rect. 23 23
136 44.55 temperature 15 720 > th dose dependent rect. 14 23
143 44.78 temperature 30 720 < th dose dependent rect. 6 23
354 48.20 temperature 10 1440 > th dose dependent sin 5 NA
768 49.26 temperature 30 1440 < th dose dependent rect. 1 15
772 49.28 temperature 30 1440 < th dose dependent sin 5 NA
895 49.68 temperature 10 1440 > th dose dependent sin 14 NA
968 49.98 temperature 30 1440 < th dose dependent sin 14 NA