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Os08g0132600

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 : 11 (0.0137) R2 : 0.63
β1 : -1.07 (0.0518) R2dD : 0.393 R2D : 0.146
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.51 (0.0651) R2dE : 0.509 R2E : 0.241
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.168 (0.0304) R2dN8 : 0.0368 R2N8 : -0.0731
σ : 0.254
deviance : 29.65
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C
peak time of C : --
E
wheather : temperature
threshold : 66.5
memory length : 543
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
24.96 0.235 11 -1.2 0.594 -1.1 -0.153 0.552 -0.202 19 30.92 1601 -- --
25.23 0.234 11 -1.09 0.6 -1.11 -0.211 -- -0.176 19.1 29.8 1605 -- --
25.02 0.233 11 -1.2 0.591 -1.1 -- 0.56 -0.202 19 31.02 1610 -- --
25.25 0.234 11 -1.08 0.601 -1.12 -- -- -0.185 19 29.66 1575 -- --
29.2 0.252 11 -1.21 -- -1.53 -- 0.787 -0.205 -- 57.22 543 -- --
45.57 0.316 11 -0.721 0.603 -- -0.115 -- 0.0619 19.1 -- -- -- --
45.61 0.316 11 -0.719 0.603 -- -- -- 0.0617 19.1 -- -- -- --
29.65 0.254 11 -1.07 -- -1.51 -- -- -0.168 -- 66.5 543 -- --
50.17 0.332 11 -- 0.58 -0.853 -- -- 0.0291 20.7 32.83 669 -- --
64.75 0.376 11 -0.73 -- -- -- -- 0.0509 -- -- -- -- --
59.22 0.36 11 -- 0.611 -- -- -- 0.142 19 -- -- -- --
57.36 0.353 11 -- -- -1.13 -- -- -0.014 -- 33.08 485 -- --
78.82 0.414 10.9 -- -- -- -- -- 0.132 -- -- -- -- --

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 24.15 temperature 15 1440 > th dose dependent rect. 17 16
5 24.19 temperature 30 1440 < th dose dependent rect. 17 16
22 24.27 temperature 15 1440 > th dose dependent sin 10 NA
69 24.36 temperature 30 1440 < th dose dependent sin 10 NA
123 24.47 wind 9 43200 > th dose dependent rect. 19 11
140 24.50 temperature 15 1440 > th dose dependent rect. 1 8
141 24.50 temperature 30 1440 < th dose dependent rect. 1 8
146 24.51 temperature 25 4320 < th dose dependent rect. 21 1
147 24.51 temperature 30 1440 < th dose dependent rect. 3 6
181 24.55 temperature 30 1440 < th dose dependent rect. 4 4
226 24.60 temperature 15 1440 > th dose dependent rect. 4 4
279 24.68 temperature 10 4320 > th dose dependent rect. 21 1
288 24.69 wind 9 43200 > th dose dependent rect. 19 5
352 24.75 temperature 30 270 < th dose dependent rect. 22 23
375 24.78 temperature 30 1440 < th dose dependent rect. 6 1
411 24.82 temperature 15 1440 > th dose dependent rect. 6 1
428 24.83 temperature 30 270 < th dose dependent rect. 9 23
718 25.07 temperature 30 1440 < th dose dependent no NA NA
749 25.08 temperature 10 720 > th dose dependent rect. 21 22
774 25.10 temperature 30 1440 < th dose dependent rect. 20 23
810 25.12 temperature 30 1440 < th dose dependent rect. 23 23
849 25.14 temperature 30 1440 < th dose dependent rect. 4 23
850 25.14 temperature 30 1440 < th dose dependent rect. 6 23
867 25.16 temperature 15 1440 > th dose dependent no NA NA