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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.

Os02g0602900

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.14 (0.0411) R2 : 0.424
β1 : -2.15 (0.169) R2dD : 0.286 R2D : 0.0245
β2 : 0.675 (0.0994) R2dC : 0.0572 R2C : 0.0489
β3 : 1.96 (0.148) R2dE : 0.361 R2E : 0.0863
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.059 (0.0979) R2dN8 : 0.000629 R2N8 : -0.0169
σ : 0.738
deviance : 251.11
__
_____
C
peak time of C : 8.44
E
wheather : temperature
threshold : 21.4
memory length : 3897
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
248.07 0.74 5.19 -2.47 0.663 1.82 0.0287 -1.36 -0.124 8.41 21.49 3897 -- --
251.12 0.738 5.14 -2.16 0.656 1.97 0.0769 -- -0.0725 8.51 21.4 3894 -- --
247.61 0.733 5.21 -2.51 0.667 1.76 -- -1.6 -0.153 8.4 21.7 3897 -- --
251.11 0.738 5.14 -2.15 0.675 1.96 -- -- -0.059 8.44 21.4 3897 -- --
271.09 0.767 5.23 -2.55 -- 1.76 -- -1.67 -0.156 -- 21.68 4258 -- --
346.56 0.873 4.99 -0.97 0.633 -- -0.0554 -- 0.614 7.8 -- -- -- --
346.57 0.872 4.99 -0.971 0.633 -- -- -- 0.614 7.81 -- -- -- --
274.61 0.772 5.15 -2.14 -- 1.97 -- -- -0.0422 -- 21.43 4258 -- --
313.27 0.824 5.05 -- 0.654 1.14 -- -- 0.366 8.18 22.7 1799 -- --
368.25 0.897 5 -0.964 -- -- -- -- 0.623 -- -- -- -- --
371.44 0.902 4.96 -- 0.626 -- -- -- 0.722 7.92 -- -- -- --
330.21 0.846 5.07 -- -- 1.2 -- -- 0.36 -- 22.4 1421 -- --
392.75 0.925 4.98 -- -- -- -- -- 0.73 -- -- -- -- --

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
1 246.00 temperature 25 1440 < th dose dependent rect. 22 1
2 246.21 temperature 25 1440 < th dose dependent rect. 18 11
4 246.29 temperature 25 1440 < th dose dependent rect. 17 14
10 246.50 temperature 25 1440 < th dose dependent sin 13 NA
20 246.61 temperature 25 1440 < th dose dependent rect. 19 7
25 246.69 temperature 25 1440 < th dose dependent rect. 20 5
61 246.96 temperature 10 1440 > th dose dependent rect. 18 12
109 247.33 temperature 20 4320 > th dose independent rect. 21 3
112 247.35 temperature 15 1440 > th dose dependent sin 12 NA
154 247.54 temperature 20 4320 < th dose independent rect. 21 3
270 248.18 temperature 10 1440 > th dose dependent rect. 22 1
432 249.04 temperature 30 1440 < th dose dependent rect. 17 23
457 249.15 temperature 30 1440 < th dose dependent no NA NA
474 249.24 temperature 30 1440 < th dose dependent rect. 20 23
498 249.36 temperature 30 1440 < th dose dependent rect. 22 23
511 249.40 temperature 30 1440 < th dose dependent rect. 24 23
781 250.54 temperature 25 1440 < th dose dependent rect. 3 4
838 250.77 temperature 25 1440 < th dose dependent rect. 3 1
899 250.98 temperature 15 1440 > th dose dependent rect. 1 7