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Os06g0147100

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 : 13.4 (0.0491) R2 : 0.755
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.87 (0.138) R2dC : 0.313 R2C : 0.517
β3 : -3.94 (0.278) R2dE : 0.157 R2E : 0.41
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.783 (0.108) R2dN8 : 0.0402 R2N8 : 0.0695
σ : 0.914
deviance : 384.78
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C
peak time of C : 21.8
E
wheather : temperature
threshold : 25.1
memory length : 539
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 1.95e-06
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 = sin)

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
383.47 0.92 13.4 0.0177 2.86 -3.84 1.06 0.876 0.757 21.7 25.19 585 0.222 --
383.06 0.912 13.4 0.129 2.88 -3.92 0.706 -- 0.801 21.7 25.1 559 5.68e-07 --
385.68 0.915 13.4 0.0947 2.81 -3.83 -- 0.247 0.744 21.7 25.31 565 0.0621 --
384.46 0.913 13.4 0.114 2.88 -3.88 -- -- 0.792 21.8 25.1 539 2.51e-06 --
404.49 0.937 13.3 -0.0496 -- -5.95 -- 0.711 0.789 -- 37.74 559 0.565 --
535.39 1.08 13.3 0.823 3.84 -- -0.203 -- 1.38 21.9 -- -- -- --
535.55 1.08 13.3 0.831 3.85 -- -- -- 1.38 21.9 -- -- -- --
401.31 0.933 13.3 0.186 -- -6.03 -- -- 0.844 -- 36.96 530 0.165 --
384.78 0.914 13.4 -- 2.87 -3.94 -- -- 0.783 21.8 25.1 539 1.95e-06 --
1420.06 1.76 13.2 0.872 -- -- -- -- 1.38 -- -- -- -- --
553.74 1.1 13.3 -- 3.85 -- -- -- 1.28 21.9 -- -- -- --
401.57 0.933 13.3 -- -- -6.07 -- -- 0.837 -- 36.84 515 0.00385 --
1440.12 1.77 13.2 -- -- -- -- -- 1.28 -- -- -- -- --

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
1 379.18 temperature 20 720 > th dose independent rect. 23 10
3 382.08 temperature 20 720 > th dose independent rect. 23 8
7 383.73 temperature 20 720 < th dose independent rect. 24 7
10 384.57 temperature 20 720 < th dose independent rect. 23 10
17 386.22 temperature 15 720 > th dose dependent rect. 23 10
39 388.70 temperature 25 720 < th dose dependent rect. 23 10
41 388.79 temperature 30 720 < th dose dependent rect. 1 6
42 388.80 temperature 30 720 < th dose dependent rect. 24 8
46 389.13 temperature 20 720 > th dose independent rect. 23 5
48 389.38 temperature 25 720 < th dose dependent rect. 22 13
61 390.15 temperature 20 720 > th dose independent sin 8 NA
63 390.55 temperature 25 270 < th dose dependent rect. 5 6
66 390.60 temperature 20 720 < th dose independent sin 8 NA
76 391.45 temperature 25 720 < th dose dependent sin 7 NA
111 393.75 temperature 25 270 < th dose dependent rect. 7 2
173 396.26 temperature 20 720 > th dose independent rect. 23 18
219 398.63 temperature 15 720 > th dose dependent rect. 23 5
246 399.91 temperature 25 720 < th dose dependent rect. 3 2
268 400.70 temperature 20 720 < th dose independent rect. 3 1
321 402.94 temperature 20 720 > th dose independent rect. 16 17
461 408.34 temperature 20 720 < th dose independent rect. 5 1
526 410.29 temperature 15 720 > th dose dependent sin 8 NA
856 419.57 temperature 10 270 > th dose dependent sin 5 NA
868 419.84 temperature 25 270 < th dose independent rect. 7 4
900 420.47 temperature 20 720 > th dose independent no NA NA
942 421.34 temperature 20 720 < th dose independent no NA NA