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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.

Os12g0532600

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.44 (0.0228) R2 : 4.49e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00689 (0.0481) R2dN8 : 5.8e-05 R2N8 : 4.49e-05
σ : 0.43
deviance : 84.96
__
_____
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
77.8 0.414 3.44 0.122 0.224 -0.408 0.172 -0.624 -0.0331 7 70.02 4244 -- --
78.32 0.412 3.45 0.0748 0.225 -0.458 0.165 -- -0.0462 6.95 70.81 4243 -- --
77.88 0.411 3.44 0.123 0.225 -0.406 -- -0.621 -0.0331 6.88 70.03 4243 -- --
78.39 0.412 3.45 0.0834 0.224 -0.46 -- -- -0.0511 6.85 70.7 4243 -- --
80.51 0.418 3.45 0.129 -- -0.423 -- -0.635 -0.0327 -- 70.39 4291 -- --
81.88 0.424 3.43 0.0861 0.231 -- 0.156 -- 0.0131 6.61 -- -- -- --
81.94 0.424 3.43 0.0883 0.231 -- -- -- 0.0126 6.54 -- -- -- --
81.03 0.419 3.45 0.0883 -- -0.468 -- -- -0.0444 -- 70.27 4257 -- --
78.57 0.413 3.45 -- 0.225 -0.462 -- -- -0.0609 6.83 70.62 4243 -- --
84.72 0.43 3.44 0.094 -- -- -- -- 0.0173 -- -- -- -- --
82.14 0.424 3.44 -- 0.232 -- -- -- 0.00272 6.52 -- -- -- --
81.22 0.42 3.46 -- -- -0.474 -- -- -0.0584 -- 70.93 4257 -- --
84.96 0.43 3.44 -- -- -- -- -- 0.00689 -- -- -- -- --

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 73.73 wind 1.0 90 < th dose independent rect. 2 1
2 74.12 atmosphere 1000.0 90 < th dose dependent rect. 1 3
3 74.23 atmosphere 1000.0 10 < th dose independent rect. 2 2
5 74.29 atmosphere 1000.0 10 < th dose dependent rect. 2 2
7 74.47 atmosphere 1000.0 90 < th dose independent rect. 2 1
10 74.49 atmosphere 1000.0 90 < th dose dependent rect. 2 1
36 75.01 wind 1.0 90 < th dose dependent rect. 2 1
48 75.62 atmosphere 1000.0 270 < th dose independent rect. 24 1
49 75.73 atmosphere 1000.0 270 < th dose dependent rect. 24 1
54 75.81 atmosphere 1000.0 30 > th dose independent rect. 3 23
73 76.60 atmosphere 1005.0 10 > th dose dependent rect. 2 2
74 76.63 atmosphere 1005.0 90 > th dose dependent rect. 2 1
81 76.86 humidity 70.0 14400 > th dose independent rect. 19 14
85 77.11 humidity 70.0 14400 > th dose independent rect. 8 2
86 77.12 humidity 70.0 14400 > th dose independent rect. 6 4
89 77.12 humidity 70.0 14400 > th dose independent rect. 1 9
98 77.17 humidity 70.0 14400 < th dose independent rect. 19 15
100 77.18 humidity 70.0 4320 > th dose independent rect. 10 2
101 77.19 humidity 80.0 14400 < th dose dependent rect. 20 14
102 77.21 humidity 70.0 14400 < th dose independent rect. 8 2
103 77.22 humidity 80.0 14400 < th dose dependent rect. 1 9
114 77.29 wind 9.0 4320 < th dose independent rect. 3 1
139 77.40 humidity 70.0 4320 < th dose independent rect. 10 2
140 77.41 humidity 70.0 4320 > th dose independent rect. 9 6
144 77.42 humidity 70.0 4320 > th dose independent rect. 19 20
145 77.42 humidity 90.0 14400 < th dose dependent rect. 7 2
176 77.49 humidity 70.0 4320 > th dose independent rect. 6 9
187 77.49 atmosphere 1000.0 10 < th dose dependent rect. 1 7
193 77.51 radiation 1.0 43200 < th dose dependent rect. 3 1
201 77.55 temperature 25.0 90 > th dose independent rect. 1 1
221 77.56 humidity 70.0 4320 < th dose independent rect. 20 19
227 77.57 atmosphere 1000.0 10 < th dose independent rect. 1 7
241 77.58 humidity 70.0 4320 < th dose independent rect. 6 9
267 77.60 humidity 80.0 14400 < th dose dependent sin 8 NA
305 77.63 temperature 25.0 90 > th dose dependent rect. 1 1
309 77.64 humidity 70.0 4320 > th dose independent sin 3 NA
326 77.66 humidity 50.0 14400 > th dose dependent rect. 7 2
339 77.68 temperature 10.0 1440 > th dose independent rect. 3 1
342 77.68 temperature 30.0 1440 < th dose independent rect. 3 1
346 77.68 humidity 50.0 1440 > th dose independent rect. 3 1
355 77.68 atmosphere 995.0 1440 > th dose independent rect. 3 1
356 77.68 radiation 1.0 1440 < th dose independent rect. 3 1
385 77.68 temperature 10.0 1440 > th dose independent rect. 4 23
389 77.68 radiation 1.0 1440 < th dose dependent rect. 3 1
463 77.73 humidity 70.0 4320 < th dose independent sin 2 NA
465 77.73 wind 3.0 14400 > th dose independent rect. 19 1
494 77.75 atmosphere 1010.0 30 < th dose dependent rect. 2 1
516 77.77 humidity 50.0 10 > th dose independent rect. 3 23
523 77.77 humidity 70.0 4320 > th dose dependent rect. 5 5
544 77.79 humidity 90.0 30 > th dose independent rect. 2 1
555 77.80 temperature 10.0 30 > th dose independent rect. 2 1
557 77.80 temperature 25.0 30 < th dose independent rect. 2 1
559 77.80 humidity 50.0 30 > th dose independent rect. 2 1
562 77.80 atmosphere 995.0 30 > th dose independent rect. 2 1
563 77.80 atmosphere 1010.0 30 < th dose independent rect. 2 1
565 77.80 radiation 1.0 30 < th dose independent rect. 2 1
570 77.80 precipitation 0.1 30 < th dose independent rect. 2 1
576 77.80 temperature 10.0 30 > th dose independent rect. 3 23
578 77.80 atmosphere 1000.0 10 > th dose independent rect. 11 23
579 77.80 humidity 50.0 30 > th dose dependent rect. 2 1
584 77.80 radiation 1.0 30 < th dose dependent rect. 2 1
589 77.80 precipitation 0.1 30 < th dose dependent rect. 2 1
605 77.82 atmosphere 1005.0 30 > th dose independent rect. 2 1
625 77.83 wind 1.0 14400 < th dose independent rect. 4 3
627 77.83 humidity 70.0 4320 > th dose independent rect. 8 23
634 77.84 humidity 70.0 4320 > th dose independent no NA NA
639 77.84 humidity 70.0 4320 > th dose independent rect. 8 14
643 77.84 humidity 70.0 4320 > th dose independent rect. 6 16
696 77.84 temperature 30.0 30 < th dose dependent rect. 2 1
702 77.85 humidity 70.0 4320 > th dose independent rect. 9 12
725 77.85 humidity 70.0 4320 < th dose independent rect. 10 23
753 77.86 humidity 70.0 4320 > th dose independent rect. 13 23
800 77.88 humidity 70.0 4320 < th dose independent no NA NA
885 77.89 wind 1.0 30 > th dose independent rect. 2 1
924 77.90 wind 1.0 14400 > th dose independent rect. 4 3
966 77.91 humidity 70.0 4320 < th dose independent rect. 13 23
975 77.92 humidity 60.0 4320 > th dose dependent rect. 3 11
980 77.93 wind 1.0 14400 < th dose dependent rect. 6 1