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Os12g0153200

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 : 7.03 (0.0568) R2 : 0.666
β1 : 3.9 (0.228) R2dD : 0.264 R2D : -0.0403
β2 : 3.53 (0.137) R2dC : 0.469 R2C : 0.226
β3 : -5.23 (0.245) R2dE : 0.515 R2E : -0.0883
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.87 (0.13) R2dN8 : 0.0543 R2N8 : -0.0879
σ : 1.04
deviance : 498.08
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C
peak time of C : 23.7
E
wheather : temperature
threshold : 17.6
memory length : 4623
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.5
open length of G : 2.2

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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 = rect.)

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
485.32 1.04 6.95 4.52 3.12 -4.83 -0.993 4.28 1.07 23.7 18.91 4526 20.5 3.52
500.15 1.04 7.1 4.15 3.05 -5.3 -0.588 -- 0.913 23.7 16.61 4463 20.3 3.92
487.98 1.03 6.98 4.37 3.24 -4.92 -- 3.29 1.02 23.8 18.7 4603 20.5 2.56
498.08 1.04 7.03 3.9 3.53 -5.23 -- -- 0.87 23.7 17.6 4623 20.5 2.2
905.47 1.4 6.79 4.99 -- -4.18 -- 3.29 1.36 -- 17.55 6809 23 0.8
971.52 1.46 7.35 1.52 2.59 -- -1.32 -- -0.347 23.3 -- -- -- --
978.91 1.47 7.34 1.57 2.6 -- -- -- -0.343 23.3 -- -- -- --
566.39 1.11 7.08 3.64 -- -6.65 -- -- 0.701 -- -22.84 6223 1.57 11.3
710.64 1.24 7.25 -- 3.26 -3.24 -- -- 0.253 23.6 21.6 3232 21.2 0.0024
1401.07 1.75 7.28 1.64 -- -- -- -- -0.319 -- -- -- -- --
1043.93 1.51 7.38 -- 2.61 -- -- -- -0.518 23.3 -- -- -- --
832.84 1.34 7.22 -- -- -4.48 -- -- 0.0541 -- -18.11 6426 5.2 1.68
1471.7 1.79 7.32 -- -- -- -- -- -0.5 -- -- -- -- --

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
1 496.90 temperature 20 4320 > th dose dependent rect. 21 3
12 500.25 temperature 20 4320 > th dose dependent rect. 19 8
30 502.07 temperature 20 1440 > th dose dependent rect. 5 2
69 507.97 temperature 20 4320 > th dose dependent sin 11 NA
72 508.21 temperature 20 1440 > th dose dependent rect. 3 5
102 511.38 temperature 20 4320 > th dose dependent rect. 2 1
156 515.24 temperature 30 4320 < th dose dependent rect. 21 1
269 520.71 temperature 25 4320 > th dose independent rect. 18 21
298 521.88 temperature 25 4320 < th dose independent rect. 18 21
324 522.28 temperature 30 4320 < th dose dependent rect. 20 7
386 523.89 temperature 25 4320 > th dose independent rect. 11 22
415 524.49 temperature 25 4320 < th dose independent rect. 14 22
432 524.81 temperature 25 4320 < th dose independent rect. 10 23
463 525.40 temperature 25 4320 > th dose independent rect. 14 23
505 526.10 temperature 25 4320 < th dose independent rect. 13 20
523 526.38 temperature 25 4320 > th dose independent rect. 2 23
525 526.42 temperature 25 4320 > th dose independent no NA NA
545 526.63 temperature 25 4320 < th dose independent rect. 5 23
546 526.65 temperature 25 4320 > th dose independent rect. 5 23
548 526.68 temperature 25 4320 < th dose independent no NA NA
550 526.73 temperature 25 4320 < th dose independent rect. 2 23
564 526.91 temperature 25 4320 > th dose independent rect. 24 23
596 527.39 temperature 30 1440 < th dose dependent rect. 5 2
626 527.67 temperature 30 1440 < th dose dependent rect. 3 5
645 527.93 temperature 30 1440 < th dose dependent rect. 2 7
670 528.20 temperature 25 4320 < th dose independent sin 16 NA
694 528.44 temperature 25 4320 > th dose independent rect. 21 23
698 528.47 temperature 25 4320 > th dose independent sin 16 NA
710 528.65 temperature 30 4320 < th dose dependent sin 11 NA
725 528.91 temperature 25 4320 < th dose independent rect. 21 23
921 531.06 temperature 25 4320 < th dose independent rect. 14 11