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Os03g0308200

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 : 9.81 (0.0173) R2 : 0.55
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.744 (0.045) R2dC : 0.274 R2C : 0.338
β3 : -0.664 (0.0457) R2dE : 0.212 R2E : 0.277
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0125 (0.0365) R2dN8 : 0.000133 R2N8 : -0.000206
σ : 0.325
deviance : 48.76
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C
peak time of C : 4.35
E
wheather : temperature
threshold : 29.5
memory length : 1237
response mode : < th
dose dependency : dose independent
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 independent, 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
42.06 0.305 9.8 -0.527 0.746 -0.724 0.0399 0.00113 0.0403 4.33 30 1265 -- --
41.57 0.3 9.82 -0.532 0.74 -0.744 0.0608 -- -0.0672 4.41 29.57 1243 -- --
41.65 0.301 9.83 -0.611 0.733 -0.771 -- 0.337 -0.0437 4.38 29.6 1264 -- --
41.58 0.3 9.82 -0.536 0.741 -0.748 -- -- -0.0676 4.39 29.56 1243 -- --
70.57 0.391 9.83 -0.538 -- -0.842 -- 0.0294 -0.0403 -- 29.51 1248 -- --
68.32 0.387 9.82 -0.3 0.833 -- 0.191 -- -0.0621 3.97 -- -- -- --
68.42 0.387 9.82 -0.302 0.834 -- -- -- -0.0631 3.95 -- -- -- --
70.56 0.391 9.83 -0.536 -- -0.844 -- -- -0.0456 -- 29.5 1256 -- --
48.76 0.325 9.81 -- 0.744 -0.664 -- -- -0.0125 4.35 29.5 1237 -- --
106.48 0.482 9.83 -0.268 -- -- -- -- -0.0409 -- -- -- -- --
70.83 0.394 9.81 -- 0.828 -- -- -- -0.0295 3.96 -- -- -- --
77.83 0.411 9.81 -- -- -0.762 -- -- 0.00859 -- 29.52 1245 -- --
108.37 0.486 9.82 -- -- -- -- -- -0.0112 -- -- -- -- --

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 42.27 humidity 70 14400 < th dose independent rect. 18 2
2 42.58 humidity 70 14400 < th dose independent rect. 18 13
14 42.70 temperature 30 1440 > th dose independent rect. 10 2
15 42.70 temperature 30 1440 < th dose independent rect. 9 3
17 42.74 temperature 30 1440 < th dose independent rect. 18 19
26 42.85 humidity 60 14400 < th dose dependent rect. 16 2
28 42.86 temperature 30 1440 > th dose independent rect. 18 19
47 42.94 temperature 30 1440 > th dose dependent rect. 17 22
52 42.97 humidity 70 14400 > th dose independent rect. 18 2
53 42.97 temperature 30 1440 < th dose independent rect. 9 18
58 42.98 temperature 30 1440 > th dose independent rect. 9 10
59 42.98 temperature 30 1440 < th dose independent rect. 9 10
86 43.00 temperature 30 1440 > th dose dependent rect. 10 9
104 43.02 humidity 70 14400 > th dose independent rect. 18 13
119 43.03 temperature 30 1440 > th dose dependent sin 22 NA
145 43.05 temperature 30 1440 > th dose dependent no NA NA
243 43.07 humidity 70 14400 > th dose independent rect. 18 10
268 43.09 humidity 70 14400 > th dose independent rect. 18 7
271 43.09 temperature 30 1440 > th dose independent rect. 13 23
272 43.09 temperature 30 1440 > th dose dependent rect. 13 2
276 43.10 humidity 70 14400 > th dose independent rect. 18 5
308 43.12 temperature 30 1440 < th dose independent rect. 22 21
334 43.13 temperature 30 1440 < th dose independent no NA NA
348 43.13 temperature 30 1440 < th dose independent rect. 2 17
447 43.15 temperature 30 1440 > th dose independent no NA NA
568 43.20 temperature 30 1440 < th dose independent sin 10 NA
571 43.21 temperature 30 1440 < th dose independent sin 0 NA
593 43.23 temperature 30 1440 > th dose independent sin 21 NA
610 43.27 temperature 30 1440 < th dose independent rect. 24 14
624 43.28 temperature 30 1440 < th dose independent rect. 2 12
629 43.29 radiation 20 1440 > th dose independent rect. 16 15
706 43.35 temperature 25 1440 > th dose dependent rect. 6 2
758 43.42 humidity 80 14400 < th dose dependent rect. 17 2
825 43.45 temperature 30 1440 > th dose independent sin 10 NA
913 43.55 temperature 30 1440 > th dose independent rect. 16 3
936 43.56 temperature 30 1440 < th dose independent rect. 16 12
947 43.58 temperature 30 1440 < th dose independent rect. 16 8
987 43.61 temperature 30 1440 < th dose independent rect. 16 5
990 43.62 temperature 30 1440 > th dose dependent sin 9 NA
999 43.65 humidity 50 14400 > th dose dependent rect. 18 1