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Os01g0880400

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

Description : Protein of unknown function DUF231, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.0173) R2 : 0.863
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.74 (0.0513) R2dC : 0.454 R2C : 0.671
β3 : 1.48 (0.0836) R2dE : 0.135 R2E : 0.393
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.297 (0.0385) R2dN8 : 0.026 R2N8 : 0.0451
σ : 0.322
deviance : 47.84
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C
peak time of C : 5.04
E
wheather : temperature
threshold : 30.45
memory length : 200
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
37.54 0.288 10.8 -0.561 1.81 1.22 1.29 0.499 -0.393 4.94 29.8 251 -- --
37.72 0.286 10.8 -0.492 1.83 1.22 1.37 -- -0.399 4.96 30.1 221 -- --
40.84 0.298 10.8 -0.693 1.81 1.26 -- 1.28 -0.43 4.97 30 219 -- --
42.64 0.304 10.8 -0.466 1.8 1.28 -- -- -0.386 5.01 30.6 194 -- --
161.74 0.592 10.8 -0.269 -- 2.89 -- 1.59 -0.165 -- 31.62 240 -- --
57 0.354 10.8 -0.777 2.18 -- 1.56 -- -0.613 4.84 -- -- -- --
63.29 0.373 10.8 -0.783 2.19 -- -- -- -0.621 4.8 -- -- -- --
164.42 0.597 10.8 -0.0446 -- 3.07 -- -- -0.102 -- 32.59 243 -- --
47.84 0.322 10.8 -- 1.74 1.48 -- -- -0.297 5.04 30.45 200 -- --
317.82 0.833 10.9 -0.701 -- -- -- -- -0.564 -- -- -- -- --
79.44 0.417 10.8 -- 2.18 -- -- -- -0.533 4.81 -- -- -- --
164.43 0.597 10.8 -- -- 3.06 -- -- -0.0945 -- 32.57 241 -- --
330.78 0.849 10.9 -- -- -- -- -- -0.486 -- -- -- -- --

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 35.81 temperature 30 270 < th dose dependent rect. 7 23
4 36.40 temperature 30 270 < th dose dependent rect. 23 23
12 37.15 temperature 10 270 > th dose dependent rect. 3 23
14 37.23 temperature 30 90 < th dose dependent rect. 17 22
22 37.67 temperature 30 270 < th dose dependent rect. 14 23
24 37.73 temperature 30 270 < th dose dependent no NA NA
31 37.89 temperature 30 90 < th dose dependent rect. 17 20
73 38.79 temperature 25 720 < th dose dependent rect. 5 16
75 38.83 temperature 25 720 < th dose dependent sin 0 NA
85 38.94 temperature 10 720 > th dose dependent rect. 22 19
100 39.17 temperature 15 270 > th dose dependent rect. 19 23
118 39.30 temperature 15 90 > th dose dependent no NA NA
126 39.35 temperature 20 1440 > th dose independent rect. 20 5
152 39.59 temperature 30 270 < th dose dependent rect. 8 13
169 39.71 temperature 20 1440 < th dose independent rect. 20 5
195 39.81 temperature 15 90 > th dose dependent rect. 21 23
200 39.84 temperature 10 720 > th dose dependent rect. 5 5
218 39.89 temperature 15 270 > th dose dependent rect. 12 23
256 40.06 temperature 10 720 > th dose dependent rect. 21 13
267 40.09 temperature 30 720 < th dose dependent rect. 1 14
280 40.14 temperature 20 1440 > th dose independent rect. 21 1
300 40.22 temperature 30 720 < th dose dependent sin 3 NA
380 40.50 temperature 15 270 > th dose dependent rect. 16 23
390 40.53 temperature 25 1440 < th dose dependent rect. 7 3
395 40.54 temperature 25 1440 < th dose dependent rect. 8 1
418 40.61 temperature 20 1440 > th dose independent rect. 23 1
430 40.64 temperature 25 1440 < th dose dependent rect. 21 1
460 40.73 temperature 20 1440 > th dose independent sin 15 NA
497 40.82 temperature 30 720 < th dose dependent rect. 9 4
508 40.84 temperature 10 270 > th dose dependent rect. 5 12
512 40.86 temperature 10 720 > th dose dependent sin 5 NA
598 41.05 temperature 20 1440 < th dose independent sin 15 NA
602 41.05 temperature 25 1440 < th dose dependent rect. 17 6
785 41.36 temperature 10 720 > th dose dependent rect. 13 21
810 41.39 temperature 30 720 < th dose dependent rect. 21 17
850 41.43 temperature 20 720 > th dose independent rect. 5 20