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Os01g0154600

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 : 8.81 (0.031) R2 : 0.77
β1 : -1.37 (0.157) R2dD : 0.104 R2D : -0.174
β2 : 1.22 (0.0693) R2dC : 0.159 R2C : 0.185
β3 : 3.63 (0.121) R2dE : 0.568 R2E : 0.563
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.29 (0.544) R2dD*E : 0.083 R2D*E : 0.07
γ1 : -0.116 (0.0684) R2dN8 : 0.00281 R2N8 : -0.0307
σ : 0.497
deviance : 113.69
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C
peak time of C : 6.57
E
wheather : temperature
threshold : 13.77
memory length : 1287
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
113.55 0.501 8.81 -1.38 1.22 3.63 0.24 -4.31 -0.117 6.55 13.74 1291 -- --
129.28 0.53 8.69 -0.444 1.19 3.59 0.109 -- 0.112 6.6 14.6 1297 -- --
113.69 0.497 8.81 -1.37 1.22 3.63 -- -4.29 -0.116 6.57 13.77 1287 -- --
129.21 0.529 8.69 -0.442 1.21 3.57 -- -- 0.137 6.56 14.51 1297 -- --
190.64 0.643 8.84 -1.37 -- 3.74 -- -4.18 -0.111 -- 5.282 1323 -- --
340.58 0.865 8.55 0.655 1.37 -- 0.0247 -- 0.772 5.7 -- -- -- --
340.59 0.864 8.55 0.655 1.37 -- -- -- 0.772 5.7 -- -- -- --
205.38 0.667 8.72 -0.458 -- 3.69 -- -- 0.131 -- 2.239 1330 -- --
133.73 0.539 8.68 -- 1.25 3.41 -- -- 0.189 6.54 14.5 1287 -- --
438.52 0.979 8.57 0.699 -- -- -- -- 0.805 -- -- -- -- --
351.91 0.878 8.56 -- 1.38 -- -- -- 0.699 5.68 -- -- -- --
210.18 0.675 8.7 -- -- 3.5 -- -- 0.21 -- 5.518 1325 -- --
451.4 0.992 8.59 -- -- -- -- -- 0.727 -- -- -- -- --

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
1 113.57 temperature 15 720 > th dose dependent rect. 17 22
10 114.72 temperature 10 1440 > th dose dependent rect. 21 22
14 114.74 temperature 10 1440 > th dose dependent rect. 1 22
25 114.83 temperature 15 1440 > th dose dependent rect. 10 23
42 114.90 temperature 10 1440 > th dose dependent rect. 13 23
60 114.97 temperature 15 1440 > th dose dependent no NA NA
159 115.56 temperature 30 720 < th dose dependent rect. 15 21
183 115.72 temperature 10 1440 > th dose dependent sin 4 NA
210 115.95 temperature 10 1440 > th dose dependent rect. 2 13
382 117.50 temperature 30 1440 < th dose dependent rect. 2 21
445 118.05 temperature 30 1440 < th dose dependent no NA NA
452 118.07 temperature 30 1440 < th dose dependent rect. 11 23
460 118.13 temperature 30 1440 < th dose dependent rect. 20 23
500 118.56 temperature 15 1440 > th dose dependent sin 15 NA
587 119.12 temperature 30 1440 < th dose dependent rect. 3 11
589 119.13 temperature 30 1440 < th dose dependent sin 4 NA
773 120.44 temperature 10 1440 > th dose dependent rect. 4 5
786 120.53 temperature 10 1440 > th dose dependent rect. 5 3
807 120.63 temperature 30 1440 < th dose dependent rect. 4 5
939 121.28 temperature 30 1440 < th dose dependent rect. 5 3