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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os11g0227300

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 : 6.55 (0.0322) R2 : 0.878
β1 : 1.63 (0.118) R2dD : 0.0531 R2D : -0.0891
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -3.56 (0.0687) R2dN8 : 0.967 R2N8 : 0.825
σ : 0.604
deviance : 167.03
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
141.76 0.559 6.56 1.84 0.454 -1.07 0.497 -0.291 -3.65 5.02 49.93 1408 -- --
141.8 0.555 6.56 1.86 0.456 -1.14 0.491 -- -3.65 5.02 49.91 1400 -- --
142.39 0.556 6.56 1.84 0.457 -1.06 -- -0.257 -3.65 5.01 49.95 1412 -- --
142.35 0.556 6.56 1.85 0.464 -1.16 -- -- -3.65 4.94 49.97 1225 -- --
153.19 0.576 6.57 1.83 -- -0.927 -- -0.506 -3.63 -- 49.3 1469 -- --
157.2 0.588 6.54 1.61 0.423 -- 0.417 -- -3.57 5.66 -- -- -- --
157.62 0.588 6.54 1.62 0.425 -- -- -- -3.57 5.57 -- -- -- --
153.31 0.577 6.57 1.85 -- -1.06 -- -- -3.64 -- 49.39 1460 -- --
226.07 0.704 6.58 -- 0.462 0.197 -- -- -3.75 5.37 49.97 1225 -- --
167.03 0.604 6.55 1.63 -- -- -- -- -3.56 -- -- -- -- --
226.36 0.704 6.58 -- 0.452 -- -- -- -3.75 5.42 -- -- -- --
227.03 0.702 6.6 -- -- -0.577 -- -- -3.8 -- 66 429 -- --
237.01 0.719 6.59 -- -- -- -- -- -3.75 -- -- -- -- --

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
1 131.39 wind 1 43200 > th dose independent rect. 2 1
2 132.39 wind 1 43200 < th dose dependent rect. 2 1
3 133.11 wind 1 43200 < th dose independent rect. 2 1
4 134.61 wind 1 43200 < th dose dependent rect. 8 4
5 135.50 wind 1 43200 < th dose independent rect. 8 4
8 135.75 temperature 15 270 > th dose independent rect. 18 9
9 136.17 wind 1 43200 < th dose dependent rect. 11 1
11 136.30 wind 1 43200 > th dose independent rect. 8 4
14 136.56 temperature 15 270 > th dose independent rect. 5 22
20 137.10 wind 1 14400 > th dose independent rect. 8 2
21 137.10 wind 9 43200 > th dose dependent rect. 13 1
22 137.25 temperature 15 1440 > th dose independent rect. 10 5
23 137.29 wind 3 43200 > th dose independent rect. 11 3
24 137.34 temperature 15 1440 > th dose independent rect. 10 7
27 137.55 radiation 30 43200 > th dose independent rect. 11 1
28 137.63 wind 3 43200 < th dose independent rect. 11 3
29 137.65 wind 1 43200 < th dose independent rect. 11 1
31 137.73 temperature 30 43200 > th dose dependent rect. 8 1
49 138.05 temperature 15 30 > th dose independent rect. 9 18
52 138.08 humidity 80 43200 < th dose dependent rect. 20 8
57 138.17 temperature 30 43200 > th dose independent rect. 8 1
74 138.24 humidity 80 43200 < th dose dependent rect. 4 1
79 138.31 humidity 80 43200 < th dose dependent rect. 1 1
88 138.40 wind 9 43200 > th dose independent rect. 13 1
89 138.40 wind 9 43200 < th dose independent rect. 13 1
93 138.43 temperature 30 43200 < th dose independent rect. 4 5
95 138.46 temperature 30 43200 < th dose independent rect. 2 7
98 138.49 humidity 80 43200 < th dose dependent rect. 24 5
102 138.51 humidity 50 4320 < th dose independent rect. 15 1
114 138.62 temperature 15 1440 > th dose independent rect. 14 7
119 138.63 temperature 30 43200 < th dose independent rect. 19 14
139 138.85 radiation 10 43200 > th dose independent rect. 9 1
143 138.88 temperature 10 90 > th dose dependent rect. 19 8
144 138.89 radiation 20 43200 > th dose dependent rect. 11 1
145 138.89 radiation 40 43200 < th dose dependent rect. 11 1
149 138.91 wind 1 43200 < th dose dependent rect. 24 2
169 139.05 radiation 20 1440 < th dose dependent rect. 7 3
182 139.17 radiation 40 43200 < th dose independent rect. 11 1
213 139.30 humidity 50 270 > th dose independent rect. 5 22
214 139.31 humidity 80 43200 < th dose independent rect. 20 6
215 139.32 humidity 80 43200 > th dose independent rect. 20 9
242 139.36 humidity 80 43200 < th dose independent rect. 19 11
246 139.38 humidity 80 43200 > th dose independent rect. 20 6
315 139.52 humidity 50 1440 < th dose independent sin 14 NA
338 139.54 radiation 40 43200 > th dose independent sin 0 NA
358 139.59 humidity 50 1440 > th dose independent rect. 15 2
379 139.61 humidity 50 1440 > th dose independent sin 14 NA
400 139.64 radiation 40 43200 > th dose independent no NA NA
530 139.69 humidity 50 1440 < th dose independent rect. 14 4
588 139.82 radiation 20 43200 > th dose independent rect. 15 1
595 139.84 wind 3 43200 < th dose dependent rect. 6 9
599 139.86 wind 3 43200 < th dose independent rect. 6 11
623 139.88 humidity 50 1440 > th dose independent rect. 14 11
651 139.89 humidity 50 1440 > th dose independent rect. 14 14
679 139.92 wind 3 43200 > th dose independent rect. 6 11
688 139.93 atmosphere 1010 90 < th dose independent rect. 19 8
705 139.94 humidity 50 1440 > th dose independent rect. 14 9
713 139.95 humidity 50 1440 > th dose independent rect. 14 4
765 140.02 atmosphere 1010 14400 < th dose independent rect. 7 1
800 140.05 wind 1 43200 < th dose dependent rect. 8 18
878 140.17 wind 1 43200 > th dose dependent rect. 12 2
912 140.21 wind 1 43200 > th dose dependent rect. 11 5
916 140.23 wind 1 14400 > th dose dependent rect. 3 13
969 140.30 atmosphere 1010 14400 > th dose dependent rect. 11 1