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Os01g0230200

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

Description : Helix-loop-helix DNA-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.3 (0.0188) R2 : 0.664
β1 : 0.961 (0.0702) R2dD : 0.151 R2D : -0.033
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.32 (0.0793) R2dE : 0.719 R2E : 0.467
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.368 (0.0414) R2dN8 : 0.0838 R2N8 : -0.0792
σ : 0.347
deviance : 55.57
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C
peak time of C : --
E
wheather : temperature
threshold : 17.2
memory length : 244
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
49.72 0.331 9.27 1.09 0.334 -2.02 0.926 1.29 0.372 5.32 17.5 224 -- --
51 0.333 9.3 0.907 0.331 -2.02 0.531 -- 0.357 4.68 17.06 236 -- --
50.8 0.332 9.29 0.957 0.371 -2.01 -- 0.589 0.333 3.69 17.21 288 -- --
50.93 0.332 9.31 0.873 0.366 -2.03 -- -- 0.308 3.51 16.8 289 -- --
55.38 0.347 9.27 1.1 -- -2.31 -- 0.809 0.409 -- 17.4 240 -- --
103.43 0.477 9.37 0.407 1.01 -- 0.828 -- -0.0103 4.52 -- -- -- --
105.19 0.48 9.37 0.401 1.01 -- -- -- -0.0147 4.39 -- -- -- --
55.57 0.347 9.3 0.961 -- -2.32 -- -- 0.368 -- 17.2 244 -- --
68.85 0.386 9.33 -- 0.482 -1.55 -- -- 0.167 3.67 18.5 289 -- --
160.07 0.591 9.38 0.441 -- -- -- -- 0.0121 -- -- -- -- --
109.43 0.489 9.38 -- 1.02 -- -- -- -0.0594 4.38 -- -- -- --
77.51 0.41 9.33 -- -- -1.91 -- -- 0.228 -- 18.84 229 -- --
165.2 0.6 9.39 -- -- -- -- -- -0.0369 -- -- -- -- --

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 48.83 temperature 15 270 > th dose dependent rect. 17 23
2 49.08 temperature 15 270 > th dose dependent rect. 19 23
3 49.28 temperature 10 270 > th dose dependent rect. 3 23
9 49.90 temperature 30 270 < th dose dependent rect. 14 23
13 50.26 temperature 30 270 < th dose dependent rect. 24 23
16 50.43 temperature 15 720 > th dose dependent rect. 19 16
26 50.78 temperature 15 270 > th dose dependent no NA NA
35 50.94 temperature 30 270 < th dose dependent no NA NA
36 50.98 temperature 30 270 < th dose dependent rect. 22 23
52 51.52 temperature 30 270 < th dose dependent rect. 7 23
56 51.58 temperature 10 720 > th dose dependent rect. 21 20
72 52.00 temperature 15 720 > th dose dependent sin 9 NA
74 52.01 temperature 30 270 < th dose dependent rect. 20 23
252 54.42 temperature 10 720 > th dose dependent rect. 12 23
255 54.46 temperature 15 1440 > th dose dependent rect. 3 6
256 54.46 temperature 30 1440 < th dose dependent rect. 3 6
257 54.46 temperature 15 1440 > th dose dependent rect. 1 9
259 54.49 temperature 15 1440 > th dose dependent rect. 23 11
311 54.65 temperature 30 1440 < th dose dependent rect. 23 11
327 54.69 temperature 30 1440 < th dose dependent rect. 21 13
335 54.71 temperature 30 1440 < th dose dependent rect. 18 16
409 54.94 temperature 30 1440 < th dose dependent sin 9 NA
482 55.21 temperature 25 1440 < th dose dependent rect. 6 3
597 55.49 temperature 25 1440 < th dose dependent rect. 7 1
669 55.67 temperature 10 720 > th dose dependent rect. 10 23