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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.

Os06g0142400

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

Description : Early nodulin.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.77 (0.0356) R2 : 0.24
β1 : 0.854 (0.135) R2dD : 0.0779 R2D : 0.00225
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.74 (0.158) R2dE : 0.257 R2E : 0.163
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.131 (0.0815) R2dN8 : 0.00689 R2N8 : -0.0287
σ : 0.65
deviance : 194.56
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 27.83
memory length : 658
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 = temperature, 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
188.08 0.644 3.81 0.608 0.319 1.97 -0.783 1.66 0.0411 5.92 24.1 884 -- --
191.21 0.644 3.77 0.87 0.308 1.75 -0.74 -- 0.114 5.47 24.88 867 -- --
189.52 0.641 3.81 0.604 0.323 1.96 -- 1.64 0.0431 6.17 24.1 901 -- --
192.47 0.646 3.77 0.856 0.308 1.73 -- -- 0.104 6.24 24.72 870 -- --
194.1 0.649 3.81 0.626 -- 2 -- 1.49 0.0593 -- 24.15 673 -- --
235.76 0.72 3.85 0.37 0.43 -- -0.174 -- -0.248 8.1 -- -- -- --
235.83 0.719 3.85 0.366 0.429 -- -- -- -0.247 8.25 -- -- -- --
194.56 0.65 3.77 0.854 -- 1.74 -- -- 0.131 -- 27.83 658 -- --
209.34 0.674 3.81 -- 0.262 1.34 -- -- -0.0555 7.12 24.76 672 -- --
246 0.733 3.86 0.369 -- -- -- -- -0.242 -- -- -- -- --
239.36 0.724 3.86 -- 0.431 -- -- -- -0.288 8.18 -- -- -- --
211.43 0.677 3.81 -- -- 1.41 -- -- -0.0307 -- 28.62 608 -- --
249.59 0.737 3.87 -- -- -- -- -- -0.283 -- -- -- -- --

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
1 187.56 temperature 10 720 > th dose dependent rect. 19 14
2 187.78 temperature 25 720 < th dose dependent rect. 24 21
10 188.66 temperature 30 720 < th dose dependent rect. 17 19
13 188.74 temperature 25 1440 < th dose dependent rect. 16 6
53 189.49 temperature 10 720 > th dose dependent rect. 19 20
75 189.75 temperature 25 720 < th dose dependent no NA NA
89 189.98 temperature 25 720 < th dose dependent rect. 8 23
140 190.58 temperature 25 1440 < th dose dependent sin 17 NA
141 190.58 temperature 25 1440 < th dose dependent rect. 20 2
146 190.62 temperature 25 720 < th dose dependent rect. 3 23
151 190.64 temperature 10 720 > th dose dependent rect. 12 21
204 191.21 temperature 10 1440 > th dose dependent rect. 17 6
249 191.49 temperature 25 720 < th dose dependent sin 10 NA
250 191.49 temperature 10 1440 > th dose dependent rect. 21 1
367 192.10 temperature 10 720 > th dose dependent sin 10 NA
602 193.00 temperature 10 1440 > th dose dependent sin 14 NA
623 193.07 wind 9 43200 > th dose dependent rect. 18 12
742 193.39 temperature 20 720 > th dose independent rect. 3 20