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Os01g0274100

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

Description : FAD dependent oxidoreductase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.21 (0.0455) R2 : 0.702
β1 : 2.18 (0.172) R2dD : 0.119 R2D : 0.021
β2 : 2.69 (0.11) R2dC : 0.419 R2C : 0.496
β3 : -2.01 (0.183) R2dE : 0.0958 R2E : 0.104
β4 : -4.07 (0.408) R2dD*C : 0.0645 R2D*C : 0.0425
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.507 (0.101) R2dN8 : 0.025 R2N8 : -0.0227
σ : 0.841
deviance : 326.3
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C
peak time of C : 11.3
E
wheather : temperature
threshold : 18.6
memory length : 559
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
324.69 0.847 7.26 1.83 2.62 -1.97 -4.37 -1.97 0.408 11.1 17.69 655 -- --
326.3 0.841 7.21 2.18 2.69 -2.01 -4.07 -- 0.507 11.3 18.6 559 -- --
382.58 0.918 7.32 0.947 3.43 -1.49 -- -5.47 0.179 11.2 19.67 60 -- --
395 0.926 7.21 2.01 2.85 -2.05 -- -- 0.513 11.5 18.8 452 -- --
772.91 1.29 7.24 2.17 -- -4.15 -- -0.996 0.621 -- 14.75 793 -- --
398.34 0.936 7.27 1.66 3.04 -- -3.94 -- 0.16 10.7 -- -- -- --
462.8 1.01 7.28 1.5 3.06 -- -- -- 0.147 10.6 -- -- -- --
763.78 1.29 7.22 2.49 -- -3.72 -- -- 0.774 -- 17.01 795 -- --
489.62 1.03 7.28 -- 2.96 -1.32 -- -- 0.178 11.2 20.13 368 -- --
1039.05 1.51 7.36 1.45 -- -- -- -- 0.132 -- -- -- -- --
522.32 1.07 7.32 -- 3.05 -- -- -- -0.0204 10.6 -- -- -- --
904.7 1.4 7.31 -- -- -2.57 -- -- 0.363 -- 20.74 782 -- --
1094.19 1.54 7.4 -- -- -- -- -- -0.0284 -- -- -- -- --

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
1 311.88 temperature 15 30 > th dose dependent rect. 3 17
26 319.98 temperature 10 270 > th dose dependent rect. 21 22
43 321.44 temperature 10 30 > th dose dependent rect. 21 23
50 321.66 temperature 20 720 > th dose dependent rect. 21 14
52 321.72 temperature 20 720 > th dose dependent rect. 21 16
54 322.09 temperature 10 720 > th dose dependent rect. 12 23
55 322.16 temperature 20 720 > th dose dependent sin 8 NA
57 322.35 temperature 30 1440 < th dose dependent rect. 17 2
69 323.30 temperature 20 720 > th dose dependent rect. 17 21
77 323.76 temperature 30 720 < th dose dependent rect. 16 20
87 324.05 temperature 30 1440 < th dose dependent rect. 16 5
99 324.34 temperature 10 720 > th dose dependent rect. 21 16
100 324.34 temperature 10 720 > th dose dependent rect. 10 23
130 324.88 temperature 30 720 < th dose dependent rect. 24 22
145 325.18 temperature 20 1440 > th dose dependent rect. 17 2
158 325.34 temperature 10 1440 > th dose dependent rect. 17 2
160 325.37 temperature 10 1440 > th dose dependent rect. 17 4
180 325.60 temperature 10 720 > th dose dependent rect. 1 23
188 325.79 temperature 15 720 > th dose dependent no NA NA
227 326.27 temperature 10 720 > th dose dependent rect. 6 23
247 326.58 temperature 20 720 > th dose dependent rect. 23 10
274 326.81 temperature 15 30 > th dose dependent rect. 23 21
294 327.00 temperature 20 1440 > th dose dependent rect. 16 9
332 327.38 temperature 10 1440 > th dose dependent rect. 20 1
364 327.62 temperature 30 720 < th dose dependent rect. 20 23
390 327.93 temperature 30 720 < th dose dependent no NA NA
402 327.99 temperature 30 1440 < th dose dependent rect. 20 1
425 328.14 temperature 20 720 > th dose dependent rect. 1 8
451 328.26 temperature 30 720 < th dose dependent rect. 5 23
474 328.48 temperature 20 1440 > th dose dependent sin 15 NA
529 328.86 temperature 30 720 < th dose dependent rect. 9 23
540 328.89 wind 9 43200 > th dose dependent rect. 18 13
599 329.24 temperature 30 1440 < th dose dependent sin 17 NA
963 330.99 temperature 30 720 < th dose dependent sin 8 NA