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Os05g0113200

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 : 8.07 (0.0286) R2 : 0.619
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.933 (0.0697) R2dC : 0.148 R2C : 0.132
β3 : -1.44 (0.0825) R2dE : 0.298 R2E : 0.398
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.518 (0.0639) R2dN8 : 0.083 R2N8 : 0.169
σ : 0.527
deviance : 127.88
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C
peak time of C : 9.14
E
wheather : temperature
threshold : 22.23
memory length : 1430
response mode : > th
dose dependency : dose independent
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 independent, 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
120.49 0.516 8.05 0.59 0.938 -1.58 0.571 0.264 -0.413 9.24 22.2 1501 -- --
120.64 0.512 8.06 0.503 0.936 -1.58 0.571 -- -0.433 9.21 22.16 1479 -- --
121.63 0.514 8.05 0.602 0.933 -1.58 -- 0.251 -0.414 9.26 22.16 1480 -- --
121.79 0.514 8.06 0.522 0.933 -1.58 -- -- -0.434 9.25 22.13 1479 -- --
152.96 0.576 8.08 0.508 -- -1.54 -- 0.182 -0.417 -- 22.2 850 -- --
211.4 0.682 8.18 -0.078 0.939 -- 0.48 -- -0.955 9.45 -- -- -- --
212.24 0.682 8.18 -0.0599 0.936 -- -- -- -0.955 9.5 -- -- -- --
153.06 0.576 8.08 0.444 -- -1.55 -- -- -0.429 -- 22.23 847 -- --
127.88 0.527 8.07 -- 0.933 -1.44 -- -- -0.518 9.14 22.23 1430 -- --
263.78 0.759 8.2 -0.0663 -- -- -- -- -0.952 -- -- -- -- --
212.33 0.682 8.18 -- 0.936 -- -- -- -0.948 9.5 -- -- -- --
157.96 0.585 8.1 -- -- -1.47 -- -- -0.503 -- 22.28 841 -- --
263.9 0.758 8.2 -- -- -- -- -- -0.945 -- -- -- -- --

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
1 123.58 temperature 25 1440 < th dose dependent rect. 17 12
19 124.65 temperature 25 1440 < th dose dependent rect. 1 4
26 124.81 temperature 25 1440 < th dose dependent sin 13 NA
40 125.17 temperature 25 1440 < th dose dependent rect. 3 2
60 125.47 temperature 25 1440 < th dose dependent rect. 1 1
61 125.49 temperature 15 1440 > th dose dependent rect. 1 4
93 126.03 temperature 15 1440 > th dose dependent rect. 3 2
120 126.36 temperature 15 1440 > th dose dependent rect. 1 1
226 127.43 temperature 25 1440 < th dose dependent rect. 21 2
272 127.88 wind 9 43200 > th dose dependent rect. 18 12
466 129.47 temperature 25 1440 < th dose dependent no NA NA
471 129.58 temperature 15 1440 > th dose dependent sin 11 NA
478 129.63 temperature 25 1440 < th dose dependent rect. 20 23
481 129.64 temperature 25 1440 < th dose dependent rect. 24 23
551 130.26 temperature 20 1440 < th dose independent rect. 5 1
581 130.62 wind 9 43200 > th dose dependent rect. 18 7
697 131.89 temperature 20 1440 < th dose independent rect. 4 3
714 132.14 temperature 20 1440 > th dose independent rect. 5 1
731 132.36 temperature 20 4320 > th dose independent rect. 21 2
764 132.78 wind 9 43200 > th dose independent rect. 18 13
830 133.38 wind 9 43200 > th dose independent rect. 18 7
833 133.39 temperature 20 4320 < th dose independent rect. 21 2
933 133.96 temperature 10 720 > th dose dependent rect. 17 23
950 134.04 temperature 15 720 > th dose dependent rect. 19 21