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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.

Os05g0226900

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 : 3.58 (0.0444) R2 : 0.245
β1 : -1.79 (0.168) R2dD : 0.211 R2D : 0.0816
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.131 (0.227) R2dE : 0.000601 R2E : -0.0205
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.14 (0.676) R2dD*E : 0.0674 R2D*E : -0.0224
γ1 : -0.659 (0.0976) R2dN8 : 0.109 R2N8 : 0.0239
σ : 0.824
deviance : 312.93
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 93.64
memory length : 530
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 = humidity, 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
305.37 0.821 3.58 -1.8 0.351 -0.188 -0.446 4.16 -0.673 2.92 93.63 515 -- --
323.13 0.844 3.58 -1.63 0.161 0.592 -1.34 -- -0.544 23.2 93.63 515 -- --
305.97 0.815 3.59 -1.8 0.347 -0.187 -- 4.21 -0.672 2.88 93.74 519 -- --
326.3 0.841 3.56 -1.49 0.328 -0.703 -- -- -0.542 3.48 95.92 323 -- --
312.93 0.824 3.58 -1.79 -- -0.131 -- 4.14 -0.659 -- 93.64 530 -- --
328.53 0.85 3.59 -1.57 0.29 -- -1.13 -- -0.603 0.629 -- -- -- --
332.1 0.853 3.58 -1.53 0.356 -- -- -- -0.601 2.81 -- -- -- --
332.59 0.853 3.57 -1.57 -- 0.63 -- -- -0.534 -- 93.64 530 -- --
390.55 0.92 3.55 -- 0.338 -0.724 -- -- -0.463 3.48 94.91 400 -- --
339.42 0.861 3.58 -1.52 -- -- -- -- -0.592 -- -- -- -- --
394.07 0.929 3.54 -- 0.325 -- -- -- -0.43 2.77 -- -- -- --
396.52 0.927 3.55 -- -- -0.631 -- -- -0.448 -- 95.12 431 -- --
400.22 0.934 3.54 -- -- -- -- -- -0.424 -- -- -- -- --

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
1 304.95 humidity 90 720 > th dose dependent rect. 2 2
3 305.38 humidity 90 720 > th dose dependent rect. 1 4
7 306.09 humidity 50 1440 > th dose independent rect. 16 1
8 306.20 temperature 30 4320 > th dose dependent rect. 18 1
27 307.39 humidity 50 1440 < th dose independent rect. 16 1
28 307.41 temperature 30 720 > th dose dependent rect. 18 1
43 307.47 humidity 50 1440 < th dose dependent rect. 16 1
60 308.78 humidity 90 720 > th dose dependent rect. 23 13
94 309.00 humidity 90 4320 > th dose dependent rect. 3 1
110 309.25 humidity 90 720 > th dose dependent sin 7 NA
115 309.38 humidity 90 720 > th dose independent rect. 2 1
118 309.40 wind 1 90 < th dose independent rect. 4 1
124 309.60 humidity 70 720 < th dose independent rect. 18 1
141 309.92 humidity 90 720 > th dose independent rect. 1 3
142 309.92 wind 1 90 < th dose dependent rect. 4 1
144 309.95 humidity 70 720 < th dose independent rect. 17 3
186 310.60 humidity 50 720 > th dose dependent rect. 22 9
201 310.65 wind 3 720 < th dose dependent rect. 23 4
206 310.78 humidity 90 720 > th dose independent rect. 1 6
210 310.83 humidity 70 720 < th dose dependent rect. 18 1
235 311.16 humidity 90 10 > th dose independent rect. 4 8
252 311.31 humidity 50 1440 > th dose dependent rect. 1 5
271 311.40 atmosphere 1005 270 > th dose independent rect. 22 8
278 311.47 humidity 90 720 > th dose independent rect. 22 14
291 311.54 humidity 90 720 < th dose independent rect. 24 13
292 311.54 humidity 80 270 > th dose dependent rect. 5 4
317 311.71 atmosphere 1005 720 > th dose independent rect. 21 1
333 311.80 humidity 90 1440 < th dose independent rect. 1 5
336 311.82 humidity 70 720 > th dose independent rect. 17 8
337 311.82 humidity 90 720 < th dose independent rect. 24 15
408 312.08 humidity 70 720 > th dose independent rect. 17 6
456 312.29 atmosphere 1005 720 < th dose independent rect. 22 1
466 312.32 humidity 90 720 > th dose independent sin 7 NA
494 312.47 wind 3 4320 < th dose independent rect. 6 1
524 312.56 humidity 90 30 > th dose dependent rect. 4 8
579 312.81 humidity 70 720 > th dose independent rect. 17 4
610 312.90 humidity 90 720 > th dose dependent rect. 9 22
620 312.95 temperature 30 720 > th dose independent rect. 18 1
625 312.95 humidity 90 10 > th dose independent rect. 4 5
637 312.95 wind 1 30 < th dose dependent rect. 11 1
641 312.96 wind 1 720 > th dose independent rect. 20 8
648 312.98 humidity 90 720 > th dose dependent no NA NA
666 313.05 humidity 90 90 > th dose dependent rect. 3 2
669 313.06 temperature 20 90 > th dose independent rect. 3 2
708 313.17 humidity 90 270 > th dose dependent rect. 5 13
715 313.20 radiation 1 30 < th dose independent rect. 4 4
736 313.25 wind 1 720 > th dose independent rect. 17 11
750 313.28 wind 3 4320 > th dose independent rect. 6 1
779 313.35 humidity 80 270 > th dose independent rect. 5 4
780 313.35 radiation 1 720 > th dose independent rect. 18 11
794 313.40 humidity 90 90 > th dose independent rect. 3 2
797 313.40 temperature 30 720 < th dose independent rect. 18 16
798 313.41 atmosphere 1005 720 < th dose independent rect. 21 3
801 313.41 humidity 80 270 > th dose dependent rect. 7 1
827 313.50 humidity 90 30 > th dose dependent rect. 4 5
863 313.62 temperature 20 90 > th dose dependent rect. 3 2
878 313.66 wind 7 14400 > th dose independent rect. 22 2
931 313.80 radiation 1 720 > th dose independent rect. 18 1
966 313.86 atmosphere 1005 10 > th dose independent rect. 2 7