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Os01g0620100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 7.55 (0.0199) R2 : 0.62
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.25 (0.0837) R2dE : 0.647 R2E : 0.61
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.123 (0.043) R2dN8 : 0.00943 R2N8 : -0.0272
σ : 0.372
deviance : 63.72
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C
peak time of C : --
E
wheather : temperature
threshold : 16.65
memory length : 397
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
54.2 0.346 7.56 0.309 0.609 2.19 -0.404 -0.143 -0.108 0.03 19.19 106 -- --
54.08 0.343 7.56 0.338 0.569 2.18 -0.348 -- -0.0923 24 18.9 122 -- --
54.63 0.344 7.55 0.397 0.578 2.18 -- 0.392 -0.0759 0.213 18.86 136 -- --
54.63 0.344 7.55 0.34 0.539 2.2 -- -- -0.0943 0.344 18.86 155 -- --
60.85 0.363 7.54 0.408 -- 2.03 -- 0.295 -0.0634 -- 17.65 374 -- --
126.32 0.527 7.48 0.854 0.616 -- 0.611 -- 0.271 18.3 -- -- -- --
127.12 0.528 7.48 0.846 0.619 -- -- -- 0.272 18.6 -- -- -- --
60.71 0.363 7.54 0.357 -- 2.04 -- -- -0.0693 -- 17.7 395 -- --
57.23 0.352 7.57 -- 0.575 2.39 -- -- -0.152 0.53 18.13 159 -- --
147.11 0.567 7.47 0.831 -- -- -- -- 0.26 -- -- -- -- --
145.97 0.565 7.5 -- 0.609 -- -- -- 0.178 18.7 -- -- -- --
63.72 0.372 7.55 -- -- 2.25 -- -- -0.123 -- 16.65 397 -- --
165.31 0.6 7.49 -- -- -- -- -- 0.168 -- -- -- -- --

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 53.60 temperature 30 270 < th dose dependent rect. 24 23
2 53.64 temperature 20 270 > th dose dependent rect. 17 23
7 54.74 temperature 15 270 > th dose dependent rect. 5 23
8 54.98 temperature 20 90 > th dose dependent no NA NA
18 55.76 temperature 30 270 < th dose dependent no NA NA
27 56.05 temperature 20 90 > th dose dependent rect. 21 23
31 56.19 temperature 20 90 > th dose dependent rect. 8 23
33 56.38 temperature 30 270 < th dose dependent rect. 14 23
40 56.56 temperature 20 90 > th dose dependent rect. 23 23
149 60.75 temperature 30 30 < th dose dependent rect. 11 23
171 61.27 temperature 30 30 < th dose dependent rect. 7 23
292 63.02 temperature 20 30 > th dose dependent rect. 17 23
541 65.03 temperature 25 1440 < th dose dependent rect. 21 2
543 65.05 temperature 25 1440 < th dose dependent rect. 19 6
551 65.08 temperature 20 1440 > th dose dependent rect. 21 4
569 65.20 temperature 30 10 < th dose dependent rect. 5 23
574 65.23 temperature 25 1440 < th dose dependent rect. 17 12
591 65.29 temperature 20 10 > th dose dependent rect. 13 23
626 65.44 temperature 20 1440 > th dose dependent rect. 19 8
628 65.45 temperature 15 1440 > th dose dependent rect. 19 10
669 65.60 temperature 30 1440 < th dose dependent sin 13 NA
865 66.01 temperature 20 1440 > th dose dependent sin 11 NA
933 66.16 temperature 20 720 > th dose dependent sin 7 NA
976 66.24 temperature 30 1440 < th dose dependent rect. 11 19