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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.

Os03g0380600

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 : 3.3 (0.0205) R2 : 0.000657
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0237 (0.0432) R2dN8 : 0.000849 R2N8 : 0.000657
σ : 0.387
deviance : 68.66
__
_____
C
peak time of C : --
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 = 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
58.03 0.355 3.3 0.0497 0.17 2.56 -0.138 1.34 0.0334 6.5 0.5 12 -- --
58.03 0.358 3.3 0.0466 0.17 2.95 -0.138 -- 0.0334 6.5 0.5 12 -- --
58.07 0.355 3.3 0.0492 0.17 2.42 -- 1.81 0.0341 6.79 0.8058 10 -- --
58.07 0.357 3.3 0.0452 0.17 2.94 -- -- 0.034 6.79 0.9998 11 -- --
59.57 0.359 3.3 0.0528 -- 2.43 -- 1.98 0.0374 -- 0.7898 10 -- --
66.61 0.383 3.3 0.0736 0.191 -- -0.0158 -- 0.0283 6.44 -- -- -- --
66.62 0.382 3.3 0.0734 0.191 -- -- -- 0.0284 6.45 -- -- -- --
59.57 0.361 3.3 0.0484 -- 3 -- -- 0.0374 -- 0.7561 10 -- --
58.12 0.357 3.3 -- 0.17 2.95 -- -- 0.029 6.77 0.9904 11 -- --
68.5 0.387 3.3 0.0782 -- -- -- -- 0.0324 -- -- -- -- --
66.76 0.382 3.3 -- 0.192 -- -- -- 0.0202 6.43 -- -- -- --
59.63 0.361 3.3 -- -- 3.01 -- -- 0.0321 -- 0.7561 10 -- --
68.66 0.387 3.3 -- -- -- -- -- 0.0237 -- -- -- -- --

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 54.63 precipitation 0.1 10 < th dose independent rect. 3 23
2 54.63 precipitation 0.1 10 < th dose dependent rect. 3 23
3 57.89 wind 3.0 10 > th dose independent rect. 4 1
5 57.89 wind 3.0 10 > th dose dependent rect. 4 1
7 57.95 precipitation 0.1 90 > th dose dependent rect. 3 3
12 57.99 precipitation 0.1 90 > th dose dependent rect. 3 1
20 58.01 precipitation 0.1 90 > th dose independent rect. 3 3
25 58.02 precipitation 0.1 90 > th dose independent rect. 4 1
26 58.02 precipitation 0.1 10 > th dose independent rect. 4 2
67 58.05 precipitation 0.1 10 < th dose independent sin 6 NA
69 58.05 precipitation 0.1 10 < th dose dependent sin 6 NA
132 58.16 atmosphere 1000.0 30 > th dose independent rect. 3 23
187 58.19 precipitation 0.1 10 > th dose dependent sin 6 NA
346 58.35 precipitation 0.1 10 > th dose independent sin 5 NA
450 58.47 wind 5.0 90 > th dose independent rect. 3 4
565 58.73 wind 5.0 90 > th dose dependent rect. 3 4
638 58.86 atmosphere 1005.0 10 > th dose dependent rect. 2 2
688 58.98 precipitation 0.1 10 > th dose dependent no NA NA
745 59.04 atmosphere 1005.0 90 > th dose dependent rect. 2 1
825 59.36 radiation 1.0 43200 < th dose dependent rect. 3 1
934 59.65 temperature 25.0 90 > th dose dependent rect. 1 3
967 59.75 radiation 1.0 4320 < th dose dependent rect. 3 1
970 59.78 temperature 25.0 90 > th dose independent rect. 1 1
973 59.79 precipitation 0.1 10 < th dose independent rect. 11 23
974 59.79 precipitation 0.1 10 < th dose dependent rect. 11 23
978 59.85 precipitation 0.1 10 > th dose independent no NA NA
979 59.85 precipitation 0.1 10 < th dose independent no NA NA