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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.

Os11g0128500

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

Description : Similar to Myb factor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.59 (0.0359) R2 : 0.274
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.994 (0.0953) R2dE : 0.199 R2E : 0.242
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.294 (0.0798) R2dN8 : 0.032 R2N8 : 0.0752
σ : 0.664
deviance : 203.5
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.24
memory length : 846
response mode : > th
dose dependency : dose independent
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 = temperature, 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
191.79 0.651 4.57 0.596 0.036 -1.18 -0.385 -0.286 -0.201 21.1 22 934 -- --
191.73 0.645 4.56 0.695 0.00549 -1.19 -0.489 -- -0.175 20.9 22.1 1005 -- --
192.04 0.645 4.58 0.576 0.0101 -1.19 -- -0.429 -0.206 20.9 22.01 998 -- --
192.49 0.646 4.57 0.699 0.0327 -1.19 -- -- -0.179 0.674 22.1 978 -- --
192.05 0.645 4.58 0.577 -- -1.19 -- -0.426 -0.206 -- 22.01 1000 -- --
247.55 0.738 4.65 0.274 0.165 -- 0.432 -- -0.562 9.96 -- -- -- --
248.24 0.738 4.65 0.292 0.163 -- -- -- -0.56 10.6 -- -- -- --
192.56 0.646 4.56 0.711 -- -1.19 -- -- -0.175 -- 22.07 1004 -- --
203.38 0.664 4.59 -- 0.0419 -1.01 -- -- -0.291 0.315 22.2 852 -- --
249.88 0.739 4.65 0.289 -- -- -- -- -0.561 -- -- -- -- --
250.48 0.74 4.65 -- 0.162 -- -- -- -0.593 10.5 -- -- -- --
203.5 0.664 4.59 -- -- -0.994 -- -- -0.294 -- 22.24 846 -- --
252.08 0.741 4.66 -- -- -- -- -- -0.593 -- -- -- -- --

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
1 191.26 temperature 25.0 1440 < th dose dependent rect. 17 5
23 192.61 temperature 25.0 720 < th dose dependent rect. 9 23
26 192.65 temperature 25.0 720 < th dose dependent rect. 14 22
34 192.75 temperature 25.0 720 < th dose dependent rect. 4 23
40 192.83 temperature 25.0 720 < th dose dependent rect. 6 23
43 192.85 temperature 25.0 1440 < th dose dependent sin 17 NA
48 192.89 temperature 25.0 720 < th dose dependent rect. 24 23
49 192.90 temperature 25.0 720 < th dose dependent no NA NA
75 193.17 temperature 25.0 1440 < th dose dependent rect. 21 1
85 193.29 temperature 25.0 720 < th dose dependent rect. 19 23
207 194.83 temperature 10.0 720 > th dose dependent rect. 19 20
209 194.85 temperature 10.0 720 > th dose dependent rect. 19 18
236 195.27 wind 9.0 43200 > th dose dependent rect. 18 12
409 197.00 precipitation 0.1 14400 > th dose dependent rect. 21 1
423 197.10 temperature 10.0 720 > th dose dependent rect. 19 15
491 197.54 precipitation 0.1 14400 < th dose independent rect. 21 1
492 197.54 precipitation 0.1 14400 < th dose dependent rect. 21 1
497 197.57 precipitation 0.1 14400 > th dose independent rect. 21 1
542 197.97 temperature 10.0 720 > th dose dependent sin 10 NA
593 198.28 precipitation 0.1 14400 > th dose dependent rect. 20 3
678 198.76 wind 9.0 43200 > th dose independent rect. 18 12
688 198.82 wind 9.0 43200 > th dose dependent rect. 18 6
700 198.88 temperature 10.0 1440 > th dose dependent rect. 20 9
704 198.90 temperature 10.0 1440 > th dose dependent rect. 20 6
708 198.92 temperature 10.0 270 > th dose dependent rect. 1 23
761 199.11 wind 9.0 43200 > th dose dependent rect. 18 4
797 199.23 temperature 30.0 1440 < th dose dependent rect. 1 1
835 199.37 temperature 10.0 1440 > th dose dependent rect. 23 3
842 199.39 temperature 10.0 1440 > th dose dependent rect. 1 1
885 199.55 temperature 25.0 1440 < th dose dependent rect. 4 1
993 199.95 temperature 10.0 1440 > th dose dependent rect. 4 1