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Os01g0187700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.35 (0.0242) R2 : 0.742
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.54 (0.0733) R2dC : 0.35 R2C : 0.567
β3 : 1.3 (0.0996) R2dE : 0.134 R2E : 0.33
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.412 (0.0509) R2dN8 : 0.0482 R2N8 : 0.0322
σ : 0.453
deviance : 94.77
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C
peak time of C : 19.5
E
wheather : temperature
threshold : 25.56
memory length : 393
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
87.1 0.438 7.36 0.271 1.61 1.36 0.895 -1.94 -0.405 19.6 25.7 333 -- --
87.93 0.437 7.34 0.474 1.61 1.19 0.685 -- -0.364 19.5 25.6 363 -- --
88.9 0.439 7.35 0.343 1.6 1.31 -- -1.15 -0.376 19.5 25.87 369 -- --
89.14 0.44 7.34 0.474 1.61 1.19 -- -- -0.35 19.4 25.7 371 -- --
175.45 0.617 7.34 0.12 -- 2.45 -- -0.957 -0.554 -- 24.8 489 -- --
111.14 0.494 7.33 0.686 2.09 -- 1.07 -- -0.292 19 -- -- -- --
114.09 0.5 7.33 0.667 2.09 -- -- -- -0.289 19 -- -- -- --
177.03 0.62 7.33 0.211 -- 2.41 -- -- -0.499 -- 24.98 501 -- --
94.77 0.453 7.35 -- 1.54 1.3 -- -- -0.412 19.5 25.56 393 -- --
344.06 0.867 7.29 0.624 -- -- -- -- -0.327 -- -- -- -- --
125.81 0.525 7.35 -- 2.08 -- -- -- -0.363 19 -- -- -- --
178.17 0.622 7.33 -- -- 2.44 -- -- -0.53 -- 24.91 506 -- --
354.33 0.879 7.3 -- -- -- -- -- -0.397 -- -- -- -- --

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 86.70 temperature 25 90 > th dose dependent sin 18 NA
2 86.71 temperature 25 270 > th dose dependent sin 21 NA
6 86.97 temperature 25 270 > th dose dependent rect. 12 23
10 87.01 temperature 25 270 > th dose dependent rect. 1 20
27 87.16 temperature 25 270 > th dose dependent rect. 10 11
101 87.90 temperature 25 270 > th dose dependent no NA NA
104 87.91 temperature 25 270 > th dose dependent rect. 5 23
195 88.96 temperature 25 720 > th dose dependent rect. 6 9
238 89.58 humidity 60 1440 > th dose dependent rect. 11 2
248 89.66 temperature 25 720 > th dose dependent sin 3 NA
275 89.80 temperature 10 720 > th dose dependent rect. 9 8
309 89.89 temperature 25 270 > th dose dependent rect. 15 23
347 90.16 humidity 90 1440 < th dose dependent rect. 11 2
401 90.45 humidity 80 1440 < th dose dependent rect. 23 17
419 90.51 humidity 80 1440 < th dose dependent sin 2 NA
422 90.51 humidity 80 1440 < th dose dependent rect. 18 22
438 90.55 temperature 30 720 < th dose independent rect. 24 16
444 90.56 humidity 80 1440 < th dose dependent rect. 6 10
448 90.56 temperature 10 720 > th dose dependent rect. 6 15
458 90.59 temperature 10 720 > th dose dependent sin 23 NA
465 90.60 temperature 15 720 > th dose dependent rect. 7 13
503 90.72 temperature 30 720 < th dose dependent rect. 7 9
590 90.91 humidity 50 1440 > th dose dependent rect. 9 7
633 90.98 humidity 80 1440 < th dose dependent rect. 9 23
642 91.00 humidity 80 1440 < th dose dependent rect. 6 22
644 91.01 humidity 80 1440 < th dose dependent no NA NA
648 91.01 humidity 80 1440 < th dose dependent rect. 9 19
719 91.07 humidity 50 720 > th dose dependent rect. 1 18
768 91.13 temperature 30 720 < th dose independent rect. 10 17
790 91.16 humidity 80 1440 < th dose dependent rect. 11 23
829 91.25 radiation 10 1440 > th dose independent rect. 13 22
857 91.28 humidity 50 270 > th dose dependent rect. 7 15
920 91.36 radiation 10 1440 > th dose independent rect. 15 21
927 91.37 temperature 30 720 < th dose independent rect. 8 15
935 91.38 humidity 60 1440 > th dose independent rect. 11 2
947 91.39 humidity 70 1440 > th dose independent rect. 17 22
955 91.40 radiation 10 1440 > th dose independent sin 5 NA
967 91.42 temperature 30 270 < th dose independent sin 18 NA
968 91.42 temperature 30 720 < th dose independent sin 2 NA