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Os09g0269900

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 : 7.9 (0.0336) R2 : 0.722
β1 : -2.65 (0.13) R2dD : 0.308 R2D : 0.0233
β2 : 0.673 (0.0813) R2dC : 0.0416 R2C : 0.0338
β3 : -4.52 (0.153) R2dE : 0.711 R2E : 0.374
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.267 (0.0772) R2dN8 : 0.0118 R2N8 : -0.0663
σ : 0.612
deviance : 172.91
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C
peak time of C : 15
E
wheather : temperature
threshold : 30.4
memory length : 1574
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
168.66 0.61 7.87 -2.36 0.676 -4.58 0.902 -1.43 -0.224 14.8 29.85 1562 -- --
170.26 0.608 7.89 -2.67 0.654 -4.51 0.898 -- -0.262 14.7 30.51 1584 -- --
171.36 0.61 7.87 -2.35 0.676 -4.57 -- -1.35 -0.224 14.9 29.74 1570 -- --
172.91 0.612 7.9 -2.65 0.673 -4.52 -- -- -0.267 15 30.4 1574 -- --
192.03 0.645 7.87 -2.41 -- -4.51 -- -1.29 -0.255 -- 29.6 1699 -- --
503.41 1.05 7.68 -1.2 0.628 -- 0.762 -- 0.702 15 -- -- -- --
505.28 1.05 7.68 -1.18 0.636 -- -- -- 0.707 15.2 -- -- -- --
193.52 0.648 7.9 -2.69 -- -4.47 -- -- -0.307 -- 30.01 1711 -- --
323.56 0.842 7.79 -- 0.661 -3.86 -- -- 0.221 1.19 30.4 1574 -- --
528.27 1.07 7.68 -1.21 -- -- -- -- 0.691 -- -- -- -- --
542.14 1.09 7.65 -- 0.659 -- -- -- 0.839 15.2 -- -- -- --
342.44 0.865 7.75 -- -- -3.36 -- -- 0.358 -- 31.5 1684 -- --
566.87 1.11 7.65 -- -- -- -- -- 0.825 -- -- -- -- --

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
1 166.02 temperature 30 1440 < th dose dependent rect. 16 20
15 167.99 temperature 15 1440 > th dose dependent rect. 17 19
69 170.23 temperature 30 1440 < th dose dependent no NA NA
74 170.27 temperature 30 1440 < th dose dependent rect. 23 23
79 170.35 temperature 30 1440 < th dose dependent rect. 3 23
84 170.44 temperature 30 1440 < th dose dependent rect. 7 23
93 170.59 temperature 30 1440 < th dose dependent rect. 20 23
153 171.53 temperature 20 1440 > th dose dependent sin 7 NA
169 171.65 temperature 30 1440 < th dose dependent sin 6 NA
222 172.40 temperature 30 1440 < th dose dependent rect. 1 11
378 174.58 temperature 30 1440 < th dose dependent sin 14 NA
382 174.68 temperature 30 270 < th dose dependent rect. 20 23
387 174.70 temperature 30 270 < th dose dependent rect. 8 23
392 174.81 temperature 30 1440 < th dose dependent rect. 16 10
503 176.19 temperature 15 1440 > th dose dependent no NA NA
535 176.54 temperature 15 1440 > th dose dependent rect. 8 23
542 176.60 temperature 15 1440 > th dose dependent rect. 23 23
593 177.11 temperature 15 1440 > th dose dependent rect. 3 23
599 177.14 temperature 15 1440 > th dose dependent rect. 17 10
882 179.97 temperature 30 270 < th dose dependent no NA NA
957 180.71 temperature 30 4320 < th dose dependent rect. 21 1
962 180.76 temperature 10 4320 > th dose dependent rect. 21 1