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Os01g0680200

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

Description : Protein of unknown function DUF6, transmembrane domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.03 (0.0566) R2 : 0.554
β1 : -1.36 (0.269) R2dD : 0.0532 R2D : 0.0898
β2 : 1.77 (0.13) R2dC : 0.181 R2C : 0.183
β3 : 2.17 (0.175) R2dE : 0.204 R2E : 0.0771
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.81 (0.641) R2dD*E : 0.123 R2D*E : 0.0632
γ1 : 0.445 (0.128) R2dN8 : 0.0217 R2N8 : 0.0508
σ : 0.957
deviance : 422.49
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C
peak time of C : 3.94
E
wheather : temperature
threshold : 21.62
memory length : 1321
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
417.79 0.96 7.03 -1.38 1.77 2.18 1.33 4.7 0.441 4.07 21.6 1331 -- --
458.46 0.997 7.19 -2.43 1.74 1.86 2.38 -- 0.129 4.68 21.9 1048 -- --
422.49 0.957 7.03 -1.36 1.77 2.17 -- 4.81 0.445 3.94 21.62 1321 -- --
465.95 1.01 7.19 -2.52 1.76 1.78 -- -- 0.139 4.38 22 1020 -- --
587.27 1.13 7.06 -1.15 -- 2.24 -- 4.92 0.448 -- 21.89 1194 -- --
585.23 1.13 7.06 -1.9 1.86 -- 1.45 -- 0.72 3.94 -- -- -- --
591.09 1.14 7.06 -1.92 1.87 -- -- -- 0.712 3.81 -- -- -- --
628.98 1.17 7.21 -2.56 -- 1.98 -- -- 0.116 -- 22.04 1091 -- --
619.02 1.16 7.1 -- 1.81 1.2 -- -- 0.512 4.35 22.4 889 -- --
783.38 1.31 7.07 -1.84 -- -- -- -- 0.761 -- -- -- -- --
687.93 1.23 7.02 -- 1.83 -- -- -- 0.925 3.82 -- -- -- --
782.49 1.3 7.1 -- -- 1.41 -- -- 0.539 -- 22.4 1063 -- --
872.62 1.38 7.02 -- -- -- -- -- 0.966 -- -- -- -- --

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
1 420.50 temperature 10 720 > th dose dependent rect. 23 12
2 421.08 temperature 10 720 > th dose dependent rect. 21 15
17 428.23 temperature 10 720 > th dose dependent rect. 18 17
22 430.06 temperature 10 720 > th dose dependent sin 8 NA
29 431.84 temperature 25 1440 < th dose dependent rect. 21 2
55 434.53 temperature 30 720 < th dose dependent sin 7 NA
58 434.69 temperature 30 720 < th dose dependent rect. 21 16
63 434.95 temperature 30 720 < th dose dependent rect. 21 14
66 435.16 temperature 30 720 < th dose dependent rect. 3 6
103 437.93 temperature 30 720 < th dose dependent rect. 5 2
239 442.33 temperature 15 1440 > th dose dependent rect. 21 2
243 442.53 temperature 25 1440 < th dose dependent sin 12 NA
301 443.53 temperature 25 720 < th dose dependent rect. 2 22
348 444.33 temperature 20 1440 > th dose dependent rect. 4 1
380 444.81 temperature 15 1440 > th dose dependent rect. 20 9
389 444.90 temperature 25 1440 < th dose dependent rect. 9 21
499 446.11 temperature 25 1440 < th dose dependent no NA NA
554 446.49 temperature 10 720 > th dose dependent rect. 23 7
701 447.86 temperature 25 720 < th dose dependent rect. 2 16
715 448.05 temperature 10 1440 > th dose dependent rect. 4 1
767 448.69 wind 3 14400 < th dose dependent rect. 23 1