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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.

Os02g0113900

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 : 3.94 (0.036) R2 : 0.211
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.967 (0.143) R2dE : 0.0848 R2E : -0.0394
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.796 (0.0779) R2dN8 : 0.251 R2N8 : 0.126
σ : 0.671
deviance : 207.41
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 0.2296
memory length : 5399
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 = precipitation, 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
198.38 0.662 3.93 0.0416 0.333 -0.928 0.837 -0.365 -0.792 9.42 0.1266 5392 -- --
198.48 0.656 3.93 0.0444 0.32 -0.972 0.81 -- -0.806 9.43 0.1523 5402 -- --
200.88 0.66 3.93 0.0742 0.326 -0.947 -- -0.278 -0.79 9.67 0.1574 5400 -- --
200.92 0.66 3.93 0.0764 0.324 -0.997 -- -- -0.794 9.65 0.1905 5400 -- --
207.23 0.67 3.94 0.0822 -- -0.938 -- -0.356 -0.788 -- 0.1914 5399 -- --
217.99 0.692 3.9 -0.228 0.329 -- 0.868 -- -0.681 9.68 -- -- -- --
220.83 0.696 3.9 -0.195 0.325 -- -- -- -0.68 9.73 -- -- -- --
207.26 0.671 3.94 0.0812 -- -0.994 -- -- -0.791 -- 0.2446 5399 -- --
201.06 0.66 3.93 -- 0.328 -0.972 -- -- -0.798 9.65 0.192 5400 -- --
227.12 0.704 3.91 -0.198 -- -- -- -- -0.679 -- -- -- -- --
221.84 0.697 3.9 -- 0.326 -- -- -- -0.658 9.77 -- -- -- --
207.41 0.671 3.94 -- -- -0.967 -- -- -0.796 -- 0.2296 5399 -- --
228.15 0.705 3.91 -- -- -- -- -- -0.657 -- -- -- -- --

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
1 189.73 wind 3.0 14400 < th dose dependent rect. 2 2
21 192.05 wind 1.0 14400 > th dose dependent rect. 24 1
24 192.34 wind 7.0 14400 < th dose dependent rect. 24 1
32 192.74 wind 3.0 14400 < th dose independent rect. 24 1
44 193.36 wind 3.0 14400 > th dose independent rect. 24 1
58 193.76 humidity 80.0 43200 > th dose independent rect. 5 2
70 194.02 wind 1.0 14400 > th dose dependent rect. 19 11
75 194.13 wind 3.0 14400 < th dose dependent sin 10 NA
95 194.36 humidity 90.0 43200 < th dose dependent rect. 5 1
103 194.46 wind 3.0 14400 < th dose independent rect. 18 12
133 194.81 wind 5.0 14400 < th dose dependent rect. 23 14
137 194.85 wind 3.0 14400 < th dose independent rect. 21 8
162 195.04 wind 1.0 14400 > th dose dependent sin 10 NA
164 195.05 wind 1.0 14400 > th dose dependent rect. 23 5
171 195.08 wind 1.0 14400 > th dose dependent rect. 19 15
227 195.35 wind 3.0 14400 > th dose independent rect. 18 12
310 195.64 wind 3.0 14400 < th dose independent sin 10 NA
357 195.74 wind 1.0 14400 > th dose dependent rect. 23 11
361 195.75 wind 1.0 14400 > th dose dependent rect. 22 14
411 195.88 wind 3.0 14400 < th dose independent rect. 18 15
455 196.02 wind 1.0 14400 > th dose dependent rect. 8 1
493 196.15 wind 1.0 43200 > th dose independent rect. 22 15
511 196.22 wind 3.0 14400 < th dose independent rect. 21 16
523 196.26 humidity 80.0 43200 < th dose independent rect. 5 2
524 196.26 wind 3.0 14400 < th dose independent rect. 21 13
527 196.28 precipitation 0.1 14400 > th dose dependent rect. 13 7
536 196.34 wind 3.0 14400 > th dose independent sin 10 NA
540 196.35 wind 7.0 14400 < th dose dependent rect. 8 1
566 196.43 precipitation 0.1 14400 > th dose independent rect. 17 3
567 196.43 precipitation 0.1 14400 < th dose independent rect. 17 3
569 196.43 precipitation 0.1 14400 < th dose dependent rect. 17 3
585 196.47 wind 3.0 14400 > th dose independent rect. 24 4
601 196.53 wind 3.0 14400 < th dose independent rect. 24 13
603 196.55 wind 3.0 14400 < th dose independent rect. 24 10
614 196.57 wind 3.0 14400 > th dose independent rect. 18 15
616 196.58 wind 1.0 43200 < th dose independent rect. 11 19
659 196.73 precipitation 0.1 14400 > th dose independent rect. 13 5
663 196.74 precipitation 0.1 14400 < th dose independent rect. 13 5
664 196.74 precipitation 0.1 14400 < th dose dependent rect. 13 5
675 196.78 precipitation 0.1 14400 > th dose dependent rect. 17 3
686 196.81 humidity 80.0 43200 < th dose independent rect. 2 6
697 196.84 wind 9.0 43200 < th dose independent rect. 12 1
718 196.89 precipitation 0.1 14400 > th dose dependent rect. 15 5
727 196.90 wind 1.0 43200 < th dose independent rect. 8 22
772 197.02 humidity 80.0 43200 < th dose independent rect. 23 10
808 197.11 wind 1.0 14400 > th dose dependent rect. 7 3
835 197.17 wind 3.0 14400 > th dose independent rect. 24 11
933 197.37 wind 1.0 43200 > th dose independent rect. 11 19
934 197.37 wind 7.0 14400 < th dose dependent rect. 7 3
970 197.45 wind 1.0 43200 > th dose independent rect. 16 21
971 197.45 precipitation 0.1 14400 > th dose dependent rect. 17 1