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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.

Os03g0246000

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.28 (0.0323) R2 : 0.515
β1 : 1.06 (0.119) R2dD : 0.0921 R2D : 0.0504
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.4 (0.0873) R2dE : 0.331 R2E : 0.349
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.406 (0.0737) R2dN8 : 0.0514 R2N8 : 0.145
σ : 0.592
deviance : 161.53
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.21
memory length : 824
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
160.07 0.594 4.27 1.01 0.608 1.32 0.391 0.196 -0.426 9.97 22.5 1668 -- --
157.65 0.585 4.27 1.14 0.544 1.39 0.378 -- -0.409 10.1 22.12 1948 -- --
157.54 0.585 4.26 1.06 0.546 1.41 -- 0.379 -0.413 10.4 22.1 1975 -- --
157.92 0.585 4.26 1.19 0.536 1.42 -- -- -0.391 10.3 22.1 1975 -- --
163.88 0.596 4.26 0.895 -- 1.37 -- 0.702 -0.351 -- 22.4 857 -- --
229.36 0.71 4.37 0.596 0.611 -- 0.281 -- -0.876 10.1 -- -- -- --
229.66 0.71 4.37 0.608 0.608 -- -- -- -0.875 10.2 -- -- -- --
161.53 0.592 4.28 1.06 -- 1.4 -- -- -0.406 -- 22.21 824 -- --
189.67 0.641 4.3 -- 0.559 1.1 -- -- -0.592 9.8 22.3 1917 -- --
252.12 0.742 4.39 0.599 -- -- -- -- -0.876 -- -- -- -- --
239.4 0.724 4.39 -- 0.606 -- -- -- -0.943 10.1 -- -- -- --
188.98 0.64 4.32 -- -- 1.19 -- -- -0.575 -- 22.33 801 -- --
261.59 0.755 4.4 -- -- -- -- -- -0.943 -- -- -- -- --

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
1 152.80 temperature 10 720 > th dose dependent rect. 19 14
3 154.13 temperature 10 720 > th dose dependent rect. 19 18
13 155.85 temperature 15 720 > th dose dependent sin 9 NA
16 156.12 temperature 30 720 < th dose dependent sin 9 NA
17 156.24 temperature 10 720 > th dose dependent rect. 21 10
27 157.00 temperature 25 720 < th dose dependent rect. 19 17
30 157.13 temperature 25 720 < th dose dependent rect. 17 19
57 157.88 temperature 30 720 < th dose dependent rect. 23 10
59 157.89 temperature 15 720 > th dose dependent rect. 1 6
127 159.42 temperature 25 720 < th dose dependent rect. 24 21
152 159.97 temperature 30 720 < th dose dependent rect. 23 6
212 160.82 temperature 25 720 < th dose dependent rect. 24 3
271 161.80 temperature 25 720 < th dose dependent no NA NA
282 161.98 temperature 25 720 < th dose dependent rect. 1 1
294 162.26 temperature 15 30 > th dose dependent rect. 1 23
295 162.27 temperature 25 720 < th dose dependent rect. 6 23
316 162.49 temperature 25 720 < th dose dependent rect. 9 23
425 164.35 temperature 20 1440 > th dose dependent rect. 1 2
467 165.06 temperature 25 1440 < th dose dependent rect. 17 5
489 165.33 temperature 25 1440 < th dose dependent rect. 20 2
506 165.47 wind 9 43200 > th dose dependent rect. 18 12
591 166.17 temperature 25 1440 < th dose dependent sin 15 NA
593 166.18 temperature 10 720 > th dose dependent rect. 12 21
679 166.75 temperature 25 1440 < th dose dependent rect. 11 18
707 166.93 temperature 30 1440 < th dose dependent rect. 4 1
745 167.11 temperature 10 720 > th dose dependent rect. 1 13