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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.

Os11g0258400

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 : 3.59 (0.0343) R2 : 0.0418
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.322 (0.0723) R2dN8 : 0.054 R2N8 : 0.0418
σ : 0.646
deviance : 191.74
__
_____
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
144.53 0.565 3.58 0.19 0.66 -0.148 1.65 -2.68 0.338 0.75 69.98 5421 -- --
153.34 0.577 3.58 0.323 0.634 -0.319 1.65 -- 0.419 0.612 74.99 5701 -- --
152.87 0.576 3.58 0.137 0.651 -0.088 -- -2.83 0.327 0.872 69 6029 -- --
161.84 0.592 3.55 0.257 0.656 -0.41 -- -- 0.502 0.963 75 5687 -- --
172.82 0.616 3.59 0.285 -- -0.355 -- -0.96 0.331 -- 71 6031 -- --
155.68 0.585 3.59 0.324 0.635 -- 1.45 -- 0.351 0.79 -- -- -- --
164.54 0.601 3.59 0.27 0.632 -- -- -- 0.343 0.879 -- -- -- --
176.25 0.621 3.58 0.329 -- -0.352 -- -- 0.36 -- 76 6038 -- --
163.46 0.595 3.56 -- 0.65 -0.447 -- -- 0.491 0.946 75.78 5698 -- --
189.48 0.643 3.58 0.293 -- -- -- -- 0.355 -- -- -- -- --
166.46 0.604 3.6 -- 0.637 -- -- -- 0.313 0.898 -- -- -- --
177.86 0.623 3.58 -- -- -0.361 -- -- 0.329 -- 74.06 6014 -- --
191.74 0.646 3.59 -- -- -- -- -- 0.322 -- -- -- -- --

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
1 138.14 humidity 90.0 4320 > th dose dependent rect. 7 2
6 139.26 humidity 90.0 4320 > th dose independent rect. 7 2
7 139.54 humidity 80.0 4320 > th dose independent rect. 9 1
14 140.10 humidity 80.0 4320 < th dose independent rect. 9 2
17 140.40 precipitation 0.1 4320 < th dose independent rect. 6 2
18 140.40 precipitation 0.1 4320 < th dose dependent rect. 6 2
19 140.42 humidity 90.0 4320 < th dose independent rect. 7 2
26 140.75 precipitation 0.1 4320 > th dose independent rect. 4 2
27 140.75 precipitation 0.1 4320 > th dose dependent rect. 4 2
31 140.80 precipitation 0.1 4320 < th dose independent rect. 4 2
32 140.80 precipitation 0.1 4320 < th dose dependent rect. 4 2
33 140.81 precipitation 0.1 4320 > th dose independent rect. 7 1
34 140.81 precipitation 0.1 4320 > th dose dependent rect. 7 1
44 141.13 humidity 70.0 4320 > th dose dependent rect. 10 1
48 141.16 precipitation 0.1 4320 > th dose independent rect. 4 4
49 141.17 precipitation 0.1 4320 < th dose independent rect. 4 4
50 141.17 precipitation 0.1 4320 < th dose dependent rect. 4 4
63 141.36 humidity 80.0 1440 > th dose independent rect. 11 1
173 142.47 precipitation 0.1 14400 > th dose independent rect. 17 1
177 142.50 humidity 90.0 4320 > th dose independent rect. 7 7
183 142.53 humidity 60.0 1440 > th dose dependent rect. 2 10
213 142.71 precipitation 0.1 14400 < th dose independent rect. 17 1
215 142.71 precipitation 0.1 14400 < th dose dependent rect. 17 1
268 142.95 precipitation 0.1 4320 > th dose dependent rect. 4 9
274 142.98 precipitation 0.1 4320 > th dose independent rect. 4 9
339 143.26 wind 3.0 14400 < th dose independent rect. 23 8
345 143.27 humidity 90.0 4320 < th dose dependent rect. 10 1
373 143.37 humidity 90.0 1440 < th dose independent rect. 7 7
423 143.52 wind 3.0 14400 > th dose independent rect. 23 8
463 143.64 wind 1.0 43200 > th dose independent rect. 4 3
475 143.66 wind 5.0 14400 < th dose dependent rect. 23 8
483 143.70 wind 3.0 14400 < th dose dependent rect. 4 3
488 143.71 precipitation 0.1 14400 < th dose independent rect. 6 11
489 143.71 precipitation 0.1 14400 > th dose dependent rect. 17 1
492 143.71 precipitation 0.1 14400 < th dose dependent rect. 6 11
499 143.73 wind 3.0 14400 < th dose dependent rect. 1 2
501 143.74 precipitation 0.1 14400 > th dose independent rect. 15 1
504 143.74 precipitation 0.1 14400 > th dose dependent rect. 15 1
508 143.75 humidity 80.0 1440 > th dose independent rect. 22 14
510 143.76 precipitation 0.1 14400 < th dose independent rect. 15 1
512 143.76 precipitation 0.1 14400 > th dose independent rect. 6 11
513 143.76 precipitation 0.1 14400 < th dose dependent rect. 15 1
522 143.79 wind 5.0 14400 < th dose dependent rect. 1 6
528 143.81 wind 3.0 14400 < th dose independent rect. 23 5
531 143.82 wind 3.0 14400 < th dose independent rect. 24 2
543 143.83 humidity 90.0 4320 < th dose dependent rect. 3 9
552 143.84 precipitation 0.1 4320 > th dose dependent rect. 1 7
574 143.90 precipitation 0.1 4320 > th dose independent rect. 3 14
575 143.90 precipitation 0.1 4320 < th dose independent rect. 3 14
582 143.90 precipitation 0.1 4320 < th dose dependent rect. 3 14
596 143.93 humidity 90.0 4320 < th dose dependent rect. 23 13
635 144.00 humidity 80.0 1440 > th dose independent rect. 4 8
676 144.07 precipitation 0.1 14400 > th dose dependent rect. 6 11
689 144.10 precipitation 0.1 1440 > th dose independent rect. 24 1
690 144.10 radiation 1.0 1440 > th dose independent rect. 6 2
693 144.10 precipitation 0.1 1440 > th dose dependent rect. 24 1
702 144.11 wind 1.0 14400 > th dose dependent rect. 23 8
723 144.14 wind 3.0 14400 < th dose independent rect. 5 2
737 144.16 radiation 1.0 1440 < th dose independent rect. 6 2
756 144.19 wind 3.0 14400 > th dose independent rect. 23 5
787 144.23 wind 3.0 14400 > th dose independent rect. 24 2
800 144.24 precipitation 0.1 4320 > th dose dependent rect. 3 14
823 144.27 wind 1.0 14400 > th dose dependent rect. 1 1
827 144.28 wind 3.0 14400 > th dose independent rect. 5 1
840 144.30 precipitation 0.1 4320 > th dose independent rect. 1 7
850 144.31 precipitation 0.1 4320 > th dose independent rect. 1 16
860 144.32 precipitation 0.1 4320 < th dose independent rect. 1 7
861 144.32 precipitation 0.1 4320 < th dose independent rect. 1 16
864 144.32 precipitation 0.1 4320 < th dose dependent rect. 1 7
868 144.32 precipitation 0.1 4320 < th dose dependent rect. 1 16
922 144.38 humidity 50.0 4320 > th dose dependent sin 5 NA
939 144.40 precipitation 0.1 4320 > th dose dependent rect. 1 16
940 144.41 precipitation 0.1 720 > th dose independent rect. 20 4
941 144.41 precipitation 0.1 720 > th dose dependent rect. 20 4