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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.

Os12g0226400

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

Description : Similar to Quinone oxidoreductase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.63 (0.0544) R2 : 0.531
β1 : -3.66 (0.199) R2dD : 0.361 R2D : 0.222
β2 : 1.52 (0.14) R2dC : 0.123 R2C : 0.0608
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.4 (0.116) R2dN8 : 0.199 R2N8 : 0.0567
σ : 1.02
deviance : 477.98
__
_____
C
peak time of C : 4.42
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 = wind, 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
444.98 0.991 4.64 -3.79 1.28 -0.823 -2.58 0.208 -1.39 4.46 1.101 15 -- --
445.02 0.983 4.63 -3.79 1.29 -0.808 -2.61 -- -1.39 4.46 1.11 14 -- --
462.01 1 4.64 -3.81 1.27 -0.833 -- 1.12 -1.39 4.43 1.174 13 -- --
463.23 1 4.62 -3.76 1.29 -0.752 -- -- -1.38 4.45 1.152 12 -- --
521.69 1.06 4.66 -4.06 -- -1.21 -- 1.65 -1.26 -- 1.8 13 -- --
461.65 1.01 4.63 -3.68 1.54 -- -2.46 -- -1.41 4.45 -- -- -- --
477.98 1.02 4.63 -3.66 1.52 -- -- -- -1.4 4.42 -- -- -- --
516.51 1.06 4.64 -4.03 -- -1.31 -- -- -1.33 -- 2 97 -- --
829.6 1.35 4.53 -- 1.37 -0.25 -- -- -0.974 4.5 1.2 12 -- --
602.42 1.15 4.64 -3.6 -- -- -- -- -1.36 -- -- -- -- --
831.89 1.35 4.53 -- 1.45 -- -- -- -0.988 4.48 -- -- -- --
914.07 1.41 4.54 -- -- -0.846 -- -- -0.917 -- 1.2 12 -- --
945.15 1.43 4.55 -- -- -- -- -- -0.956 -- -- -- -- --

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
1 433.74 humidity 70.0 1440 > th dose independent rect. 19 8
3 433.92 humidity 70.0 1440 > th dose independent rect. 19 3
4 433.94 humidity 70.0 1440 > th dose independent rect. 19 6
13 434.28 humidity 70.0 1440 < th dose independent rect. 19 1
27 437.06 humidity 70.0 1440 < th dose dependent rect. 19 12
28 437.07 humidity 70.0 1440 < th dose dependent rect. 19 1
39 437.92 humidity 70.0 1440 < th dose dependent rect. 18 14
152 441.68 temperature 30.0 1440 < th dose independent rect. 18 9
169 441.93 wind 1.0 720 < th dose dependent rect. 4 1
182 441.97 temperature 30.0 1440 < th dose independent rect. 18 7
184 441.99 temperature 30.0 1440 > th dose dependent rect. 18 1
198 442.00 temperature 30.0 1440 < th dose independent rect. 18 4
206 442.06 temperature 30.0 1440 > th dose independent rect. 18 1
222 442.07 temperature 30.0 1440 < th dose independent rect. 18 14
234 442.31 atmosphere 1005.0 10 > th dose independent rect. 2 8
235 442.32 humidity 50.0 1440 > th dose dependent rect. 17 1
256 442.56 humidity 90.0 1440 < th dose dependent rect. 17 1
304 443.11 wind 1.0 720 < th dose independent rect. 4 1
357 443.55 humidity 50.0 1440 > th dose dependent rect. 17 4
438 444.24 wind 1.0 90 < th dose independent rect. 4 1
468 444.50 precipitation 0.1 1440 > th dose independent rect. 10 3
469 444.50 precipitation 0.1 1440 > th dose dependent rect. 10 3
487 444.66 humidity 50.0 14400 < th dose dependent rect. 17 18
490 444.70 atmosphere 1005.0 10 > th dose independent rect. 5 1
533 444.90 wind 1.0 30 > th dose independent rect. 23 15
537 444.92 humidity 80.0 1440 < th dose dependent sin 12 NA
538 444.92 temperature 20.0 1440 > th dose dependent rect. 15 2
559 445.05 temperature 10.0 1440 > th dose dependent rect. 16 1
565 445.07 atmosphere 1005.0 1440 < th dose independent rect. 17 1
582 445.17 temperature 20.0 1440 > th dose dependent rect. 13 5
590 445.23 humidity 50.0 1440 > th dose dependent rect. 16 11
597 445.26 humidity 50.0 14400 < th dose independent rect. 17 18
606 445.31 wind 1.0 90 < th dose dependent rect. 4 2
622 445.41 humidity 50.0 14400 < th dose dependent rect. 16 20
628 445.48 wind 7.0 1440 < th dose independent rect. 5 1
630 445.48 temperature 10.0 1440 > th dose independent rect. 5 1
633 445.48 temperature 30.0 1440 < th dose independent rect. 5 1
637 445.48 humidity 50.0 1440 > th dose independent rect. 5 1
646 445.48 atmosphere 995.0 1440 > th dose independent rect. 5 1
647 445.48 atmosphere 1015.0 1440 < th dose independent rect. 5 1
648 445.48 radiation 20.0 1440 < th dose independent rect. 5 1
658 445.48 temperature 10.0 1440 > th dose independent rect. 6 23
683 445.56 atmosphere 1005.0 270 > th dose independent rect. 24 6
684 445.57 temperature 20.0 1440 > th dose dependent rect. 11 7
703 445.66 wind 1.0 90 > th dose independent rect. 3 23
704 445.67 atmosphere 1005.0 1440 > th dose independent rect. 17 1
724 445.75 humidity 70.0 720 > th dose dependent rect. 19 2
729 445.76 wind 1.0 90 < th dose independent rect. 2 4
753 445.81 wind 1.0 90 < th dose independent rect. 22 8
758 445.84 humidity 70.0 1440 < th dose independent sin 12 NA
807 445.99 temperature 20.0 720 > th dose independent rect. 18 5
857 446.07 temperature 20.0 720 < th dose independent rect. 17 6
859 446.07 humidity 50.0 14400 < th dose independent rect. 16 20
876 446.14 temperature 25.0 10 < th dose independent rect. 4 2
891 446.18 wind 1.0 30 > th dose independent sin 8 NA
896 446.19 atmosphere 1005.0 4320 < th dose independent rect. 10 1
897 446.19 wind 1.0 10 > th dose independent rect. 17 21
898 446.19 wind 1.0 10 > th dose independent rect. 6 23
917 446.29 wind 3.0 10 < th dose dependent rect. 2 4
929 446.32 humidity 50.0 1440 > th dose dependent sin 16 NA
941 446.37 humidity 60.0 1440 > th dose independent sin 11 NA
967 446.39 humidity 80.0 43200 < th dose dependent rect. 21 4